Podcasts about decision support

"I'd already finished my cardiovascular unit. I'd finished my pulmonary unit. I had never heard about this in any of my classes." That was Dr. Joel Bervell's reaction to discovering that a device used every day in hospitals -- the pulse oximeter -- reads less accurately on darker skin tones. He posted a 30-second video about this consequential discrepancy that, to his utter surprise, gained over 500,000 views by the next morning. That video launched Dr. Bervell into orbit as a social media presence and created his identity as The Medical Mythbuster. In just a few years, he's built a following of two million people, earned a Peabody Award and was named to the inaugural Time 100 Creators list, all while finishing his residency.  On this episode of Raise the Line, host Lindsey Smith welcomes Dr. Bervell to explore the roots of this kind of bias and the real world impact of drawing attention to it. “The most impactful biases in medicine exist because no one stops to ask who was included in the original data and who was left out,” Dr. Bervell explains. Stay tuned to also learn about: His YouTube animated series The Doctor is In which helps kids understand how their bodies work, as well as providing medical role models; How to build trust with marginalized communities; His forthcoming book, The Default Body which examines who medicine was actually designed for. Mentioned in this episode:Dr. Bervell on InstagramTikTok ChannelFacebook"The Doctor Is In" Show If you like this podcast, please share it on your social channels. You can also subscribe to the series and check out all of our episodes at www.osmosis.org/podcast

Despite gains in recent years, Black, Hispanic, and Asian communities are still under-represented in the U.S. nursing workforce. We're going to explore that gap and how to close it on this episode of Raise the Line from Elsevier with Dr. Ernest Grant, Vice Dean for Diversity, Equity, Inclusion and Belonging at the Duke University School of Nursing. "You get a patient who is more compliant when they see someone who looks like them, who is from their culture and who can advocate on their behalf," he tells host Lindsey Smith.  Dr. Grant bases that and other insights on a rich professional background that includes 50 years in nursing, being a leading advocate for his profession and breaking down barriers himself as a male nurse of color and the first man elected president of the American Nurses Association.  In this thoughtful conversation, Dr. Grant reflects on what it took to earn credibility in leadership roles, how he's navigating the political climate on DEI initiatives, and the causes and solutions to the persistent shortage in nursing faculty, among other pressing issues. Tune in for a uniquely-informed look at what it will take to build a stronger, more representative nursing profession. Mentioned in this episode: Duke University School of Nursing American Nurses Association If you like this podcast, please share it on your social channels. You can also subscribe to the series and check out all of our episodes at www.osmosis.org/podcast

What does it take to compete on the world's biggest stage and then pivot to one of the most demanding training paths in professional life? Today's guest, Samantha "Sammy" Kolowrat, has done both, and she has some fascinating insights into the commonalities of those two worlds on this episode of Raise the Line. “Something that really drew me to medicine is the team atmosphere that's there as you work towards a common goal, and there's this level of intensity that's very reminiscent of the experiences I had as a professional athlete.” Originally from Prague, Kolowrat represented Czechia at six IIHF Women's World Championships and the 2022 Beijing Olympics, and also captained the Division I women's hockey team at the University of Vermont while earning degrees in biology and pharmacology.  As she starts an anesthesiology residency at Vanderbilt University, she credits her athletic career with shaping how she handles pressure, feedback, and teamwork in medicine. "The more I improve, the more knowledge I acquire, the more skills I hone, the better care my patients get," she tells host Lindsey Smith, describing what drew her to a field that rewards the same relentless fine-tuning as elite sports. This engaging conversation also explores: How crippling performance anxiety as a Division I athlete ended up preparing Kolowrat for the operating room; Why she was drawn to anesthesiology's "well-oiled machine" atmosphere; The mentorship gap she's working to close for the next generation of athlete-physicians. Mentioned in this episode: Vanderbilt University Anesthesiology Residency Program If you like this podcast, please share it on your social channels. You can also subscribe to the series and check out all of our episodes at www.osmosis.org/podcast

An 11-year-old boy in rural Zambia once told Dr. Genesis Mwamba that he was about to attend school wearing shoes for the first time in his life. That moment, Dr. Mwamba says, crystallized why he started the Lead Me Back Foundation to provide school supplies and other support to marginalized communities in his native country.   As you'll learn in this inspiring installment in our NextGen Journeys series, Dr. Mwamba started the foundation in 2021while still a medical student because he had experienced the power of education as an “equalizer” in his own life, taking him from humble roots to a career in medicine. He and his colleagues have grown the bootstrapped organization to a point where it now provides hundreds of thousands of people across the country with educational access, climate education and community health clinics. “I've always been drawn to opportunities and initiatives that bring help to humankind,” he tells Raise the Line host Dr. Parsa Mohri. This episode also explores: What building "with" a community rather than "for" it looks like in practice; The storytelling strategy that attracted donors and partners; How his mother's untimely death inspired his commitment to preventive medicine.   Mentioned in this episode: Lead Me Back Foundation If you like this podcast, please share it on your social channels. You can also subscribe to the series and check out all of our episodes at www.osmosis.org/podcast

In this episode of Fire Ecology Chats, Fire Ecology editor Bob Keane speaks with Claire Rapp and Melanie Colavito about how practitioners on the ground can better use wildfire management support tools.Full journal article can be found at https://link.springer.com/article/10.1186/s42408-026-00484-6

As healthcare continues its transition toward value-based care, clinical decision support (CDS) is becoming an essential tool for improving appropriate utilization while reducing administrative burden. On this episode, guest hosts Dr Sandy Rolfe (Optum, WEDI Genomics Workgroup) and Julie Brown-Georgi (AMA, WEDI's Value-Based Care Workgroup) interview Rachael Hulshizer from Mayo Clinic and Elizabeth Zobel from CareSelect® Lab to discuss how EHR-integrated, point-of-order CDS is transforming laboratory and genomic test ordering through evidence-based guidance, interoperability standards, and actionable analytics. The conversation explores how structured data, FHIR-enabled exchange, and clinician-centered workflows can help advance stewardship, improve patient care, and support the future of precision medicine

"We have an untapped army of 200,000 PAs that really could step up and drive some change in the healthcare system if we weren't restricted,” says Dr. Jennifer Kolb, capturing her motivation for pushing to update practice regulations for physician associates that date back more than 50 years.  As Chief Medical Officer and Senior Vice President of Clinical Affairs at the American Academy of Physician Associates, Dr. Kolb has been in the middle of the fight at the state and federal level to grant PAs more independence from physicians, full billing rights, and the increased ability to practice across state lines, among other changes.  In this pertinent conversation with Raise the Line host Lindsey Smith, Dr. Kolb explains how these updates could help close huge gaps in access to healthcare, better manage the fight against chronic diseases and improve patient outcomes.   Dr. Kolb also addresses:  Why the name shift from "assistant" to "associate" took her years to fully appreciate; How a 10-year gap in life expectancy across Chicago zip codes shapes her view of health equity; Why PA's shouldn't wait for permission to start making change in their communities. Mentioned in this episode:American Academy of Physician Associates   If you like this podcast, please share it on your social channels. You can also subscribe to the series and check out all of our episodes at www.osmosis.org/podcast

Most adults who smoke want to quit, and about half try to do so in any given year, yet fewer than one in ten succeed. That persistent gap between intention and outcome is one of the central challenges in public health, and it's exactly the kind of problem that calls for new thinking about how to communicate with people to support behavior change.  Dr. Amanda Graham has been a leading force in doing just that in her role as chief health officer at Truth Initiative, the nation's largest non-profit public health organization dedicated to preventing addiction among young people and helping people of all ages to quit tobacco. On this episode of Raise the Line from Elsevier, Dr. Graham, who holds a PhD in clinical health psychology and has done 25 years of NIH-funded research focused on technology-based cessation interventions, helps us understand the interplay between behavioral science and digital communications in the field. "A well-timed message can really be powerful in interrupting what for many people is kind of an automatic behavior, especially via text, which data tell us is an extraordinarily powerful modality,” she explains to host Lindsey Smith.  Tune-in to understand where the field is heading, and to learn about: Why "push" technology may work better than apps and websites when it comes to breaking automatic behaviors; How the rise of e-cigarettes, nicotine pouches, and heated tobacco has scrambled decades of public health messaging; How highschool smoking rates plunged from over 30% to less than 2%. Mentioned in this episode: Truth Initiative Program with Mayo Clinic If you like this podcast, please share it on your social channels. You can also subscribe to the series and check out all of our episodes at www.osmosis.org/podcast

Better clinical decisions require more than evidence; they also require the right information inside the physician's workflow at the moment it matters. In this episode, Dr. Brian Fengler, Co-Founder and Chief Medical Officer of EvidenceCare, explains how clinical decision support helps health systems improve patient care while addressing operational and financial challenges. He discusses how EvidenceCare integrates directly into EHR workflows to guide physicians, reduce administrative burden, improve revenue capture, and increase visibility into utilization and costs. Brian also explores how the BetterCare platform supports the patient journey through AdmissionCare, CareGauge, and Care Insights by providing real-time feedback on care variation and performance. Finally, he shares his perspective on how AI and ambient documentation are reshaping physician workflows and enhancing the patient experience. Tune in to learn how actionable data, workflow integration, and physician engagement can help health systems deliver better care while improving efficiency and financial performance! Resources: Connect with and follow Dr. Brian Fengler on LinkedIn.  Follow EvidenceCare on LinkedIn and explore their website. Listen to the BetterCare Podcast here

Show notes at pharmacyjoe.com/episode1148 In this episode, I'll discuss using clinical decision support to minimize sedation gaps in patients receiving rocuronium for rapid sequence intubation.

"I always remember feeling like I was part of the clean plate club," says Dr. Christle Guevarra, recalling a childhood spent quietly convinced that her weight was a matter of willpower. That belief followed her through a competitive powerlifting career and medical practice until she finally tried a GLP-1 medication herself and, as she describes it, the constant mental noise around food quieted down. Now a board-certified family and sports medicine physician, traveling team doctor for U.S. Figure Skating, and author of The Beginner's Guide to GLP-1s, Dr. Guevarra brings a rare combination of clinical authority and lived experience to the conversation around obesity medicine.  In this episode of Raise the Line from Elsevier, host Lindsey Smith talks with her about what's actually changed in how physicians understand the issue and what it means for patients. "The biggest thing is reframing how we approach weight loss. It's not just a willpower problem, it is a neurobiological problem." Tune in to learn about: Why she said no to a GLP-1 prescription for two years and what finally changed her mind; The real story behind concerns about muscle loss on these medications; What happens when the “food noise" goes silent and a new set of challenges takes its place.   Mentioned in this episode:  Dr. Christle's website If you like this podcast, please share it on your social channels. You can also subscribe to the series and check out all of our episodes at www.osmosis.org/podcast

This National Briefing segment is presented by Dave Huft South Dakota DOT and Ben Hersey DTN and features the Maintenance Decision Support System Pool Fund Study.  This organization is advancing winter maintenance decision support through advanced forecasting and understanding of the winter weather system yielding an operational system to aid agencies in winter maintenance treatment strategies.Check out their work and get more information about MDSS at their website at https://mdss.dtn.com/  or by emailing Dave Huft at dave.Huft@state.sd.us or Ben Hersey at ben.hershey@dtn.comWatch the video and presentation along with all the other briefings on our YouTube channel https://www.youtube.com/@Talkinwinterops or listen on the Talkin Winter Ops podcast at https://transportation.org/winter-weather-management/sicop-talks-winter-ops/ or wherever you get your podcast content.Sign up for email notifications on future episodes and other communications associated with winter maintenance and winter weather management by clicking on subscribe on the Talkin' Winter Ops website at TalkinWinterOps.comThanks for listening in and stay safe out there!

Millions of Americans were saddened and outraged by the Sandy Hook Elementary shooting in 2012 that took the lives of twenty children and six adults, and were left feeling helpless about the epidemic of gun violence in the U.S. that, sadly, continues to this day. But for our guest today, Shannon Watts, her feelings of devastation about the shooting turned to rage and fueled her unlikely rise to leading Moms Demand Action, which she grew into one of the largest grassroots organizations in the country, mobilizing millions of volunteers to push for stronger gun safety laws. “I wanted to stand shoulder to shoulder with a badass army of women because that's who gets things done in this country,” she says.    In this inspiring conversation with Raise the Line host Michael Carrese, Watts pulls back the curtain on how the group achieved its successes and the philosophy of "losing forward" that kept volunteers showing up year after year. In her recent book Fired Up, Watts describes how she is bringing insights from that experience to a new mission: helping women identify their values, abilities, and desires and acting on them without waiting until everything is perfect. Tune-in to learn about:  The "false fires" women mistake for passion; Why losing estrogen and testosterone in midlife might actually make women braver, not less so; The one exercise she does with every woman she coaches.  Mentioned in this episode: Fired Up book Moms Demand Action If you like this podcast, please share it on your social channels. You can also subscribe to the series and check out all of our episodes at www.osmosis.org/podcast

In the United States, nearly 70% of people say they want to die at home, yet the majority still die in medical settings, often after receiving care that may not match their goals and values. Closing that gap between preference and reality is at the heart of the work being done by End Well, a nonprofit dedicated to transforming how we think about, plan for, and experience the end of life. "The gap isn't about people wanting the wrong things. It's that our culture and our incentives aren't aligned with helping those wishes actually happen at the end of life,” says Dr. Shoshana Ungerleider, End Well's founder and president.  As Dr. Ungerleider explains to Raise the Line host Michael Carrese, End Well sponsors an annual symposium and year-round activities to bring together clinicians, patients, caregivers, and innovators to improve that alignment. Key steps include earlier integration of palliative care, allowing providers time for listening and goal setting with patients, and normalizing conversations about what matters most to people. This compelling conversation on reframing end of life care also covers how to bring wonder, joy, and hope into end-of-life conversations, and End Well's work to change how death is portrayed in the media. Mentioned in this episode:End Well If you like this podcast, please share it on your social channels. You can also subscribe to the series and check out all of our episodes at www.osmosis.org/podcast

While Elsevier's most recent Clinician of the Future Report shows increasing adoption of artificial intelligence tools among physicians and nurses, and optimism that they will improve quality of care in the future, a majority raised concerns about trust and reliability. To increase the level of trust, 60% said transparent citations of evidence-based and peer-reviewed research will be key. How to provide that transparency is our focus today as Raise the Line host Lindsey Smith welcomes Elsevier colleagues Rhett Alden and Raman Kaur to guide us through the complexities involved, including the concept of traceability and what role it plays in how AI tools such as Elsevier's ClinicalKey AI are built and deployed.  “Traceability changes the confidence that a clinician has in an AI tool so that they aren't trusting the AI, they're trusting the underlying evidence they're consuming from the AI-assisted platform,” says Raman, who brings years of experience as a primary care practitioner to her work.  It's also important, Rhett adds, to provide additional information, pulled from both the clinician's query and the patient's medical record, to inform clinical thinking. “ClinicalKey AI can be more than a response engine by establishing a larger context to provide a more precise answer for that individual patient.” In this thought-provoking discussion, these experts also provide insights on: Mitigating bias in AI results; Using AI responsibly with sustainability in mind; What type of clinician will benefit most from AI Mentioned in this episode: ClinicalKey AI Clinician of the Future Report If you like this podcast, please share it on your social channels. You can also subscribe to the series and check out all of our episodes at www.osmosis.org/podcast

It's been one year since the U.S. Centers for Disease Control and Prevention, in an unprecedented move, dismissed all the members of its Advisory Committee on Immunization Practices (ACIP), kicking off what would turn out to be a very concerning and busy year for infectious disease specialists.  We're going to recap this turbulent period – which includes a resurgence of measles, an unusually rough flu season, the emergence of a new COVID strain and outbreaks of hantavirus and Ebola – with Dr. William Schaffner, one of the country's most frequently quoted medical experts on infectious disease, vaccination, and public health. As a member of ACIP for decades, Dr. Schaffner brings unique insight into the dismantling of the committee and the distrust of vaccines that lies at the root of the changes. As he explains to Raise the Line host Lindsey Smith, while many vaccine critics are beyond reach, there are those he describes as vaccine hesitant that may be persuadable if the right approach is taken. “Beyond providing facts, we have to listen to them and respond to their concerns and make them feel comfortable. Information is fundamental, but behavior change only comes with a change in attitude.” Tune in for a wealth of wisdom and context that includes observations on: What's complicating containment of the Ebola outbreak; Challenges in public health communication in the current social media environment; What grade health authorities should get on their response to the hantavirus outbreak. Mentioned in this episode:Vanderbilt University School of Medicine If you like this podcast, please share it on your social channels. You can also subscribe to the series and check out all of our episodes at www.osmosis.org/podcast

You've been using your veterinary AI note taker for a couple of years now - it's great - saves you heaps of time. But are you using it to its full potential?I'll take a bet that you're not. These things move fast, and it's hard to keep up. Which is why, in our Tech for Vets Series, we pull apart the veterinary tools that are changing how we work, and this time we put Heidi up on our screens for a detailed walk through.  Our guide is Dr Kieran McLeod, head of medical knowledge at Heidi Health. We start by putting the scribe through its paces to find the workflow tricks that you're probably missing - I walked away with at least five tricks I'd never used. Then Kieran shows off all the shiny new AI magic coming your way: voice agents, built-in clinical support and a hardware solution that lets you leave your phone in your bag. You'll learn:The scribe features you're almost certainly ignoring - linked patients, the context window, smart dictation, and the one-click voice edits that mean you never type a note correction againThe AI voice agent that makes the phone call you've been dreading What baked-in clinical decision support looks likeHow to safety-net the worry that keeps you up - that quiet "did I miss something?" feelingHow to incorporate hands-free hardware into your workflowThis is a screen-share walkthrough, so head to Spotify if you want to watch the clicks rather than just hear us talk about them.Show notes and details live at thevetvault.comGet clinical support from human specialists at the Vet Vault Specialist Support SpaceGet rid of your mid-year 'meh' at our Vets On Tour New Zealand snow conferenceTopics and Timestamps02:35 Intro: Beyond the scribe005:18 Human-first vs. vet-first: does it matter?09:17 Note-taking basics09:46 Context windows & linked patients15:46 Multiple documents & the source of truth18:49 Smart Dictation for quick edits29:38 Sync changes across documents33:10 Task lists36:06 Collaboration & session sharing40:07 Sharing & exporting documents41:22 Heidi Comms: AI voice agents53:46 Heidi Evidence: clinical decision support01:04:50 Using Evidence for complex histories01:09:11 Evidence sources & collections01:14:01 Heidi Remote: the hardware mic01:21:46 EMR integrations (ezyVet & Covetrus)

"Do nothing for us without us." According to today's guest Robyn Bussey, that operating principle is the basis for effective community health work. "You don't go into a community and dictate. You go and listen and trust and be a partner," she adds. As you'll learn in this enlightening conversation, Bussey is following that approach in her current work as Just Health Director at the Partnership for Southern Equity, an Atlanta-based nonprofit advancing racial equity and shared prosperity across the South.  On this episode of Raise the Line from Elsevier, Bussey provides illuminating  examples of community-rooted work in South Fulton County and rural Georgia, and explains why community health workers may be the most underutilized asset in addressing health disparities. This wide-ranging interview with host Michael Carrese also explores: Bussey's candid perspective on what happened to the surge of interest in health equity that occurred during COVID; Why life expectancy gains in many Southern states have lagged behind the rest of the country; Her advice to students and early-career clinicians about where they're needed most.   Mentioned in this episode:  Partnership for Southern Equity If you like this podcast, please share it on your social channels. You can also subscribe to the series and check out all of our episodes at www.osmosis.org/podcast

Decision support tools can improve leadership performance, but over-reliance creates blind spots that damage culture, strategy, and decision quality. Episode 727 explores how great leaders use data, AI, and analytics without surrendering judgment and accountability.Host: Paul FalavolitoConnect with me on your favorite platform: Facebook, Twitter, Instagram, TikTok, LinkedIn, Substack, BlueSky, Threads, LinkTree, YouTubeView my website for free leadership resources and exclusive merchandise: www.paulfalavolito.comBooks by Paul FalavolitoThe 7 Minute Leadership® Handbook: bit.ly/48J8zFGThe Leadership Academy: https://bit.ly/4lnT1PfThe 7 Minute Leadership® Survival Guide: https://bit.ly/4ij0g8yThe Leader's Book of Secrets: http://bit.ly/4oeGzCI

As concerns escalate about the deadly Ebola virus outbreak in Africa, we bring you the unique insights of Dr. Peter Piot, a renowned microbiologist who co-discovered the virus 50 years ago during the first recorded outbreak of the disease. His on-the-ground account of that crisis was provided to us in April before the current outbreak was declared, but it contains valuable historical perspective and shares lessons learned that he carried forward in his consequential career.  “What I saw from the beginning is the most important thing is to listen to people and that you need to act fast to save lives, before you have the evidence you would like to have.”    He followed his contributions on Ebola by diving into the fight against HIV/AIDS, eventually reshaping global response in leadership roles at the World Health Organization and United Nations. As he shares with host Lindsey Smith, the learnings in that case were more pragmatic than scientific. “We had to redefine HIV/AIDS not as a medical problem but as an economic and security problem in order to get it on the political agenda.”  Tune in for a fascinating episode that takes you from the gritty frontlines of public health crises to the battles for funding and attention in the halls of power as Dr. Piot shares what it actually takes to move the world to respond effectively to health threats. Mentioned in this episode: London School of Hygiene & Tropical Medicine If you like this podcast, please share it on your social channels. You can also subscribe to the series and check out all of our episodes at www.osmosis.org/podcast

The ongoing outbreak of hantavirus infections that originated with passengers on the Dutch cruise ship MV Hondius in April has generated concerns across the globe. This very rare occurrence has led to a number of deaths, required quarantining of passengers and prompted emergency responses from public health authorities in multiple countries.  On this episode of Raise the Line from Elsevier, we're tapping the expertise of a leading authority on the subject, Dr. Jamie Childs of Yale University, to provide you with a scientific understanding of hantaviruses and what level of threat is posed by this situation. In short, Dr. Childs believes this is not the start of a pandemic. “The Andes variant involved here is one of the most dangerous hantaviruses, but it is totally controllable with contact tracing.” This timely conversation with host Lindsey Smith is informed by Dr. Childs' decades of hantavirus research as well as learnings from his role leading the CDC's environmental investigation during the landmark 1993 hantavirus outbreak in the Four Corners region of the American Southwest. And be sure to stay tuned to hear his concerns about the factors complicating containment of the current Ebola outbreak in East Africa. Note: this conversation was recorded on May 19th, 2026. Mentioned in this episode: Yale School of Public Health Yale Institute for Global Health If you like this podcast, please share it on your social channels. You can also subscribe to the series and check out all of our episodes at www.osmosis.org/podcast

We mark National Mental Health Awareness Month on this episode by tapping the expertise of Dr. Steve Strakowski, an internationally recognized expert in bipolar disorder, who has spent decades studying the neurobiology and treatment of mood conditions while pushing just as hard on the structural barriers that keep effective treatments out of reach for more than half the people who need them. In this conversation with Raise the Line from Elsevier host Michael Carrese, Dr. Strakowski explains why access, not science, is now the biggest obstacle to improving mental health outcomes. He also addresses the heavy toll society pays for underfunding mental health prevention and treatment programs. “The money is spent eventually, but in the most expensive places like emergency rooms and prisons, and there is the human cost of suffering and suicides." This important discussion also covers: The persistent problem of Black patients presenting with mania being misdiagnosed with schizophrenia;  Why he describes bipolar disorder as a reward-processing illness;  The emerging therapies he finds encouraging. Mentioned in this episode:Indiana University School of Medicine If you like this podcast, please share it on your social channels. You can also subscribe to the series and check out all of our episodes at www.osmosis.org/podcast

In this episode Ed interviews Dr. José González-Acuña, recent Ph.D. graduate at Iowa State University. They discuss José's Thesis work on frogeye leaf spot and efforts to expand the ever growing library of plant disease predictive models. Additional Resources https://www.nature.com/articles/s41598-026-46975-z#Sec14 https://journals.ashs.org/view/journals/horttech/27/5/article-p710.xml https://cropprotectionnetwork.org/news/new-crop-risk-tool-enhances-disease-management-decisions Time Stamps 00:00 Understanding Machine Learning Models 03:23 Choosing the Right Model for the Project 06:13 Metrics for Model Evaluation 08:48 Challenges in Data Collection and Standardization 11:38 Insights on Frog Eye Leaf Spot Modeling 13:44 Future Directions and Improvements 17:40 Understanding Weather Data's Role in Disease Modeling 19:42 Data Collection and Analysis for Disease Severity 21:29 Introduction to Decision Support Systems (DSS) 22:27 The Importance of Decision Support in Agriculture 24:09 Future of Predictive Modeling and Decision Support Systems 28:44 The Role of Farmers in Utilizing Predictive Models 32:14 Economic Benefits of Decision Support Systems 34:29 Elevator Pitch: Explaining Predictive Modeling to the Public 37:58 outro with logo.mp4 Zaworski, E. (Host) and González-Acuña, J. (Interviewee). S5:E8 (Podcast). Frog Eye-PM: Predictive Modeling Part 2. 5/20/2026. In I See Dead Plants. Crop Protection Network.   Transcript

"When the workforce does not align with the population, your system is misaligned by design." That candid observation comes from Tina Loarte-Rodríguez, DP, RN who has spent much of her two decade career in patient safety, risk management, and systems leadership as the only Latina in the room, which she sees as a signal of a systemic failure that demands structural solutions. As we mark National Nurses Month, Dr. Loarte-Rodríguez joins Raise the Line from Elsevier  host Lindsey Smith to explain why a culturally congruent workforce has important implications for access, trust and quality of care. This wide-ranging discussion also covers: What Dr. Loarte-Rodriguez means by "narrative infrastructure" and how a book series born during COVID is now shaping workforce conversations nationwide;   The case for making mentorship a core institutional system;   Why nursing burnout is not about a lack of resiliency.  Mentioned in this episode: Latinas in NursingThe Connecticut Center for Nursing Workforce If you like this podcast, please share it on your social channels. You can also subscribe to the series and check out all of our episodes at www.osmosis.org/podcast

The doctor is in....the box.  That's one way to describe how patients are now encountering their physicians in what's being described as the future of telehealth. Imagine that instead of a cancer patient in a rural area driving hours for an appointment to see their specialist at an academic health center, they can go to their local clinic and see a life-size, real-time, 3-D projection of them in a seven foot tall light box.  The doctor can see the patient through two-way video, and is assisted by a clinician in the exam room. The technology behind this remarkable scene is provided by a Los Angeles based start-up called Proto Hologram, whose founder and chairman, David Nussbaum, joins us on this episode of Raise the Line from Elsevier. "Our holograms start where Zoom ends and where physically being there begins," says Nussbaum, a TIME Healthcare100 honoree who has spent the last decade developing commercial and educational applications for holograms.  In addition to clinical settings, Proto units are being used at medical schools and senior living facilities and are playing a role in public health campaigns about breast cancer and vaccines. Join host Lindsey Smith for a fascinating conversation that covers: The role of holograms in extending access to specialty care; How the technology could be used to combat loneliness among seniors; Nussbaum's philosophy of "commercializing the impossible". Mentioned in this episode: Proto Hologram If you like this podcast, please share it on your social channels. You can also subscribe to the series and check out all of our episodes at www.osmosis.org/podcast

Interview with Allison I. Summers, OD, MCR, author of Web-Based Amblyopia Decision Support Tool. Hosted by Neil Bressler, MD. Related Content: Web-Based Amblyopia Decision Support Tool

Interview with Allison I. Summers, OD, MCR, author of Web-Based Amblyopia Decision Support Tool. Hosted by Neil Bressler, MD. Related Content: Web-Based Amblyopia Decision Support Tool

Diana Ferro works at a major pediatric hospital in Italy, working on AI infrastructure, rare diseases, and — importantly — the International Alliance of Pediatric Centers on AI. Unlike the patient voices earlier in the Agentic Patient series, she sits on the other side of the consulting-room door. Her concerns are sharper, more specific, and more uncomfortable. She is not against patient AI use. She is watching what happens when desperate parents, teenagers in crisis, and sycophantic chatbots meet in a pediatric setting and she is trying to build the guardrails in real time. Diana frames AI in pediatric medicine as a two-front problem. On one front, Italian hospitals are racing to build the data infrastructure — EU-funded — to share research across institutions and turn billing data into diagnostic and predictive tools. On the other front, patients and families are already ahead of the system, using consumer LLMs in ways that clinicians are not trained to respond to. She describes three specific, observed harms she's seeing in pediatric practice: parents using AI to deny rare-disease diagnoses, adolescents using AI as a pro-eating-disorder coach by telling it they want to "lose weight to be healthy," young people with weak support systems finding AI easier to talk to than a clinician — including, she notes, in contexts tied to self-harm. The Agentic Patient Series: https://www.facesofdigitalhealth.com/agentic-patient-blog Agentic Patient 6 tips: https://fodh.substack.com/p/the-agentic-patients-are-here

In Episode 5, of Season 7 of Driven by Data: The Podcast, Kyle Winterbottom was joined by Richard Masters, Vice President of Data & AI at Virgin Atlantic where they discuss how a "signal over noise” mindset helps cut through complexity, and enables better decision-making and real business impact, which includes;How an astrophysics background shaped a “signal over noise” mindset for data and decision-making.How reducing data noise and surfacing the right signal drives meaningful business action.Why decision support should be the North Star for every data team.How aligning data work to business strategy requires constant iteration, challenge, and course correction.Why iterative improvement wins the day.How data context and metadata are critical to trust, usability, and adoption.Why data lineage, governance and trust are foundational to scaling AI successfully.How prioritisation should be driven by impact vs feasibility, not technical curiosity.Why a product mindset enables reuse, scalability, and faster value realisation.How platforms act as the governed foundation for reusable data, AI and decision-making capabilities.Why simplifying to fewer platforms improves trust and speed of delivery.How observability and adoption tracking link data products to real decision-making and P&L impact.Why AI success depends on evaluation frameworks (“is it right?”) and human-in-the-loop validation.How AI is shifting roles from coders to builders using and diversifying D&A talent beyond traditional STEM backgrounds.

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“One of the reasons The Pitt has been so successful is because it's showing real expertise in a time when everybody thinks they're an expert,” says Dr. Mel Herbert, who brings decades of experience as an emergency medicine specialist to his work as a writer and consultant on the hit HBO Max show. Dr. Herbert, who was also a consultant on the groundbreaking TV drama ER, is one of seven physicians on The Pitt's writing and production team, which explains the high degree of medical accuracy that is a hallmark of the show. But Dr. Herbert is also proud of the emotional accuracy captured on screen. “It's about the emotions. It's about the stress. It's about how it really affects the doctors and the nurses that I've found the most interesting to write about.” In this candid conversation with host Lindsey Smith, Dr. Herbert talks about his own struggles coping with the demands of life in the emergency room and the importance of letting clinicians know that help is available. “You don't have to suffer. We can help you now in ways we couldn't even do ten years ago. That's the story I want to tell.”  In addition to his work using TV as an educational vehicle, Lindsey and Dr. Herbert discuss his real world efforts to provide emergency medicine education across the globe through his companies EM:RAP and EM:RAP GO.  Stay tuned to this very special episode of Raise the Line with Elsevier in which you will also: Learn how writers tackle misinformation and hot button health topics; Get a behind the scenes look at how actors learn complex medical terminology; Discover who Dr. Herbert's favorite characters are. Mentioned in this episode: The PittMental Health Resources from American College of Emergency PhysiciansEM:RAPThe Extraordinary Power of Being Average If you like this podcast, please share it on your social channels. You can also subscribe to the series and check out all of our episodes at www.osmosis.org/podcast

"Headache is just a teeny piece of the puzzle," says Dr. Regina Krel, an insight that's at the heart of why migraine syndrome, one of the leading causes of disability worldwide, remains so persistently misunderstood. In this informative conversation with Raise the Line from Elsevier host Michael Carrese, Dr. Krel, the director of Headache Medicine at Hackensack University Medical Center, explains migraine as a storm that sensitizes the entire brain, not just the site of the headache, which explains the long list of symptoms people experience including sensitivity to light and sound, brain fog, fatigue and problems with balance. “The headaches can be severe, but it's the other symptoms that really kind of take over your whole body that make patients dysfunctional.” Dr. Krel also explains why migraine disproportionately impacts women in the prime of their working and caregiving years, and offers guidance for treating migraines in women, whose symptoms are commonly dismissed by non-specialists. Stay tuned to also learn about: The "migraine triangle"; Why stigma around migraine persists even in doctors' offices; New treatment options including neuromodulation devices. Mentioned in this episode: Headache Center at Hackensack University Medical Center If you like this podcast, please share it on your social channels. You can also subscribe to the series and check out all of our episodes at www.osmosis.org/podcast

To mark the sixth anniversary of Raise the Line from Elsevier we're revisiting one of the most remarkable stories we've had the privilege of sharing over the last 575 episodes. To do that, we're delighted to welcome back Dr. David Fajgenbaum, a physician-scientist who repurposed an existing medication that saved his own life from Castleman disease, an ultra-rare condition that nearly killed him on five occasions. Because there was no treatment specifically for Castleman, Dr. Fajgenbaum set out to find a previously approved medication that might work. “I eventually found a drug that was made for another disease 50 years ago. It's been over 12 years that I've been doing great on this medicine.”   When he first joined us in 2022, Dr. Fajgenbaum was just launching a non-profit organization called Every Cure with the hope of replicating the success he achieved in his own case, and as you'll learn in this inspiring interview with host Lindsey Smith, its work has already saved thousands of lives. “It's a tragedy if someone dies while there's already a drug in their local hospital that could help them.”  In the latest installment of our Year of the Zebra series on rare conditions, you'll hear an inspiring example of a life saved by this approach and also learn about: The role of artificial intelligence in scanning thousands of medications and diseases to find possible matches; How Every Cure decides which drugs merit the costly research needed to confirm a match;  Dr. Fajgenbaum's philosophy of “living in overtime.” Mentioned in this episode:Every Cure Osmosis Video on Castleman Disease Dr. Fajgenbaum's Bestselling Memoir, Chasing My Cure If you like this podcast, please share it on your social channels. You can also subscribe to the series and check out all of our episodes at www.osmosis.org/podcast

Hemorrhage is the leading cause of preventable death on the battlefield. More than 90% of service members who die from uncontrolled bleeding do so before reaching a medical facility. At GovCIO Media & Research's Defense IT Summit, Jacques Reifman explained how APPRAISE, an AI-enabled decision support system, helps combat medics triage casualties near the point of injury and assess hemorrhage risk. By analyzing patterns in vital signs, including heart rate and blood pressure, APPRAISE can estimate the likelihood of hemorrhage, helping medics prioritize treatment and evacuation decisions in real time. Reifman said training large AI models for military medicine can be challenging because available medical datasets are often small and limited to controlled laboratory studies. To overcome that constraint, researchers use mathematical models to generate synthetic data, creating simulated patients that allow AI systems to train on much larger datasets.

How AI Could Strengthen the Doctor-Patient Relationship: Dr. Ashwin Vasan, Senior Fellow in Health Policy and Global Affairs at Yale School of Public Health and Affiliate Faculty at Yale Jackson School of Global Affairs “Ultimately, AI needs to be a tool that doesn't break down trust or empathy or clinical judgment, but rather helps enhance those things.” That aspirational perspective from Dr. Ashwin Vasan, Senior Fellow in Health Policy and Global Affairs at the Yale School of Public Health and Affiliate Faculty at the Yale Jackson School of Global Affairs, frames a nuanced conversation about one of healthcare's most consequential changes. Drawing on his experience as New York City Health Commissioner during the COVID-19 crisis and decades in global and public health, Dr. Vasan argues that the future of AI in medicine should be shaped less by the technology itself than by the values guiding its implementation, and that physicians need to play an active role in this process. “I think it behooves us to engage with this technology and steer it in the directions that we want as a society.” This timely discussion also offers Dr. Vasan's thoughtful perspectives on: How AI could allow physicians to focus on the human side of care; The risks of AI reinforcing inequities and driving costs higher; Public health as the marriage of science, society and trust. Join host Lindsey Smith for a valuable Raise the Line episode on how AI can be harnessed to benefit patients and provides alike.  Mentioned in this episode: Yale School of Public Health Yale Jackson School of Public Affairs If you like this podcast, please share it on your social channels. You can also subscribe to the series and check out all of our episodes at www.osmosis.org/podcast

Send us Fan MailABA on Tap is proud to present Amanda Ralston (Part 2 of 2):Grab a stool and a cold one because this week on ABA on Tap, we're joined by an ABA powerhouse,  now tech-innovator, Amanda "Mandy" Ralston, M.Ed., BCBA, LBA. With over 25 years in the field and a "serial entrepreneur" badge of honor, Mandy is here to help us move past the rigid, binary thinking that often limits our profession.In this episode, we're serving up:The "Medical Necessity Sandwich": Mandy breaks down her viral concept for navigating documentation and clinical decision-making.NonBinary Solutions: Why she pivoted from clinic owner to tech founder to build NonBinary Solutions, a data analytics firm creating Clinical Decision Support Systems (CDSS).Standardizing the Wild West: A candid look at the lack of standardization in ABA—from terminology to outcomes—and how technology can bridge the gap without replacing clinical intuition.Digital Mentorship: How emerging AI and software tools can act as "mycorrhizal influencers" to guide the next generation of BCBAs.The Future of ABA: Why value-based care and clinical intelligence are the next "taps" we need to open for better quality of life outcomes.Whether you're a seasoned BCBA or an RBT just starting your fieldwork, Mandy's authentic and transparent take on the industry is exactly what you need to level up your practice.Tune in, drink up , and always analyze responsibly. Cheers!Support the show

Clinical decision support only works when it fits naturally into the workflow and helps clinicians act without adding more friction. In this episode, Bo Bartholomew, CEO and chairman of EvidenceCare, shares how his experience as a hospital administrator shaped his focus on improving care and clinical operations. He explains how EvidenceCare embeds insights and decision support directly into the electronic health record, replacing manual processes with workflow-friendly automation. Bo discusses how the platform supports clinical, care management, and financial leaders by improving documentation, reducing administrative burden, and enabling better decisions at the point of care. He also emphasizes that real value in AI comes from solving clear problems without disrupting security or clinical workflows. Tune in to learn how smarter clinical decision support can give providers more time, improve operational efficiency, and create meaningful value for hospitals. Resources: Connect with and follow Bo Bartholomew on LinkedIn! Follow EvidenceCare on LinkedIn and explore their website! Email Bo Bartholomew: bo.bartholomew@evidence.care

Imagine you had a tutor who was with you every time you were studying and, because they knew your learning style, strengths and weaknesses, could hand you the right content at the moment you needed it to deepen your understanding of a topic.  That's the pedagogically powerful experience students are having with AI-enhanced learning systems such as Osmosis AI, making possible what our guest, Elsevier's Chief AI Officer Paul Crockett, describes as a new era of precision learning.  “We now have signal from how students actually engage with content – such as where they get stuck and how they learn – and that behavioral data can tell you more about what a learner needs than any sort of static assessment. That's a profound transformation,” he says. In this fascinating conversation with Raise the Line host Lindsey Smith, Crockett also highlights how AI enables tutoring-like interactions with students which supports deeper reasoning rather than rote memorization. That in turn, helps Elsevier achieve the goal of getting students ready to practice medicine, not just ready to take tests. In addition, limiting the AI's sources to the evidence-based material in the Osmosis and Elsevier content libraries provides both students and faculty with the level of trust and verifiability they desire. Tune in to learn how this meaningful shift from static content delivery to dynamic, data-informed learning experiences is changing healthcare education. Mentioned in this episode: Osmosis AI If you like this podcast, please share it on your social channels. You can also subscribe to the series and check out all of our episodes at www.osmosis.org/podcast

Send us Fan MailABA on Tap is proud to present Amanda Ralston (Part 1 of 2):Grab a stool and a cold one because this week on ABA on Tap, we're joined by an ABA powerhouse,  now tech-innovator, Amanda "Mandy" Ralston, M.Ed., BCBA, LBA. With over 25 years in the field and a "serial entrepreneur" badge of honor, Mandy is here to help us move past the rigid, binary thinking that often limits our profession.In this episode, we're serving up:The "Medical Necessity Sandwich": Mandy breaks down her viral concept for navigating documentation and clinical decision-making.NonBinary Solutions: Why she pivoted from clinic owner to tech founder to build NonBinary Solutions, a data analytics firm creating Clinical Decision Support Systems (CDSS).Standardizing the Wild West: A candid look at the lack of standardization in ABA—from terminology to outcomes—and how technology can bridge the gap without replacing clinical intuition.Digital Mentorship: How emerging AI and software tools can act as "mycorrhizal influencers" to guide the next generation of BCBAs.The Future of ABA: Why value-based care and clinical intelligence are the next "taps" we need to open for better quality of life outcomes.Whether you're a seasoned BCBA or an RBT just starting your fieldwork, Mandy's authentic and transparent take on the industry is exactly what you need to level up your practice.Tune in, drink up , and always analyze responsibly. Cheers!Support the show