MSL Talk, hosted by Tom Caravela, MSL Recruiter and Founder of The Carolan Group, offers insights for Medical Science Liaisons, aspiring MSLs, and Medical Affairs leaders.
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Biologic Augmentation Podcasts

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The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
Sam Charrington
Machine learning and artificial intelligence are dramatically changing the way businesses operate and people live. The TWIML AI Podcast brings the top minds and ideas from the world of ML and AI to a broad and influential community of ML/AI researchers, data scientists, engineers and tech-savvy business and IT leaders. Hosted by Sam Charrington, a sought after industry analyst, speaker, commentator and thought leader. Technologies covered include machine learning, artificial intelligence, de ...
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Tune in to industry innovators sharing real experiences – turning digital potential into a competitive advantage and improving patient outcomes. Previously known as Driving Digital in Biopharma.
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Welcome to the Lattice podcast, the official podcast for 3DHEALS. This is where you will find fun but in-depth conversations (by founder Jenny Chen) with technological game-changers, creative minds, entrepreneurs, rule-breakers, and more. The conversations focus on using 3D technologies, like 3D printing and bioprinting, AR/VR, and in silico simulation, to reinvent healthcare and life sciences. This podcast will include AMA (Ask Me Anything) sessions, interviews, select past virtual event re ...
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Welcome to For Whom the Cell Tolls! This cast explores the fascinating stories of Biology that I've encountered in my journey as a Biology Professor and lymphoma scientist at Minnesota State University and my previous experience at Mayo Clinic. Major themes to be explored include cancer, tumorigenesis, new therapy mechanisms, immunology, life/death, disease ecology, microbiology, and evolution, among others. I try to integrate philosophy, culture, and the arts alongside emerging Biology find ...
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Welcome to the This Medical Life podcast. Our mission is to share stories about the triumphs and tragedies of diseases and illnesses from ancient times up until what we know today. It is about those scientific and medical minds who came before us and how, every single day, we stand on the shoulders of giants. This is a podcast about the stories of medicine. Hosted by Dr. Travis Brown and Steve Davis, our target audience is General Practitioners, medical students, and other health professiona ...
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Progress occurs when thought leaders share insights and knowledge at the cutting edge of sports medicine...so we’re inviting renowned surgeons and industry experts to lead the conversation. The Joint Ventures podcast series puts the hot topics center stage, so stay tuned to explore evolving trends, shifting perceptions and emerging procedural technologies. DISCLAIMER: Smith+Nephew is a medical device manufacturer and does not provide medical advice. This material may contain information rela ...
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Episode #95 | Microfluidics & Additive Innovation with Paul Marshall
1:01:08
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1:01:08Microfluidics has long promised to reshape diagnostics, drug discovery, and laboratory science. Microfluidics is about manipulating how tiny amounts of liquid move through channels no wider than a human hair; a "lab on a chip" diagnostic. Now imagine being able to 3D print those channels instead of painstakingly etching them. Paul Marshall, CEO of …
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Inside Nano Banana 🍌 and the Future of Vision-Language Models with Oliver Wang - #748
1:03:39
1:03:39
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1:03:39Today, we’re joined by Oliver Wang, principal scientist at Google DeepMind and tech lead for Gemini 2.5 Flash Image—better known by its code name, “Nano Banana.” We dive into the development and capabilities of this newly released frontier vision-language model, beginning with the broader shift from specialized image generators to general-purpose m…
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Is It Time to Rethink LLM Pre-Training? with Aditi Raghunathan - #747
58:26
58:26
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58:26Today, we're joined by Aditi Raghunathan, assistant professor at Carnegie Mellon University, to discuss the limitations of LLMs and how we can build more adaptable and creative models. We dig into her ICML 2025 Outstanding Paper Award winner, “Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction,” which ex…
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In this episode, Tom Caravela is joined by Nandini Sabharwal and Vivek Mukhatyar to explore the evolving role of AI tools in the Medical Science Liaison (MSL) field. Vivek shares his background and current role at Pfizer, while the conversation recaps the first part of this series. They discuss the limitations and evolution of AI, focusing on skill…
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Episode #94 | Advances in Biomaterials for Medical 3D Printing (Virtual Event Recording)
1:45:54
1:45:54
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1:45:54What truly makes bioprinting possible isn’t just 3D printers. It's important to understand the materials that flow through them. In this virtual event, we explored the world of biomaterials for tissue engineering and how chemists are shaping the future of regenerative medicine through careful material design. On demand course: https://3dheals.com/c…
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Episode 89: Chronic Kidney Disease (Part 1) | The Bright Side Of Urine
57:39
57:39
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57:39One in 10 Australians over the age of 18 years are living with signs of Chronic Kidney Disease (CKD) with the number of patients needing treatment for kidney failure has doubled in the last 20 years. Early detection and intervention can slow the progression of CKD by up to 15 years or longer. Our understanding of kidney disease can be traced back t…
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Episode #93 | 3D Design & Geometric Intelligence with Elissa Ross
1:02:34
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1:02:34What happens when advanced mathematics meets manufacturing? The result is a new way of creating products that range from record-breaking running shoes to life-changing medical devices. In this episode, we sit down with Elissa Ross, mathematician and CEO of Metafold 3D, to explore how her company is using mathematics to reshape design and manufactur…
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Building an Immune System for AI Generated Software with Animesh Koratana - #746
1:05:11
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1:05:11Today, we're joined by Animesh Koratana, founder and CEO of PlayerZero to discuss his team’s approach to making agentic and AI-assisted coding tools production-ready at scale. Animesh explains how rapid advances in AI-assisted coding have created an “asymmetry” where the speed of code output outpaces the maturity of processes for maintenance and su…
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The athletic shoulder: The role of biology to keep them back in play
33:39
33:39
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33:39Featuring Dr Jacob Calcei, Dr Christopher Klifto and Dr Steve Mora. Hear experts debate why athletes can benefit from biological augmentation in shoulder repair. Exploring non-operative intervention, the use of biological adjuncts such as the REGENETEN◊ Implant and replacing sutured repairs with biology, the panel discusses recovery and long-term o…
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Identifying Rate Limiting Steps (& Catalyzing What Matters)
36:45
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36:45In this episode, Tom Caravela is joined by George Limen to discuss identifying and addressing rate limiting steps in the MSL field. They define rate limiting steps and their importance, offering insights into common mistakes by aspiring MSLs and self-diagnosis techniques. The conversation delves into interview performance evaluation, storytelling, …
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Autoformalization and Verifiable Superintelligence with Christian Szegedy - #745
1:11:48
1:11:48
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1:11:48In this episode, Christian Szegedy, Chief Scientist at Morph Labs, joins us to discuss how the application of formal mathematics and reasoning enables the creation of more robust and safer AI systems. A pioneer behind concepts like the Inception architecture and adversarial examples, Christian now focuses on autoformalization—the AI-driven process …
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Episode 88: Intimate Partner Violence | Permission To Ask And Listen
59:40
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59:40The statistics of Intimate Partner Violence (IPV) and Domestic Violence prevalence are staggering. 1 in 6 adult women and 1 in 16 adult men have experience physical or sexual abuse at the hands of their partner. Approximately 2.5 million Australians (13%) experienced abuse during their childhood. However, IPV is a topic that is rarely discussed. As…
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Episode #92 | Nanochon: Joint Repair Layer by Layer
1:09:48
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1:09:48Cartilage injuries sideline millions every year, yet current treatments often fail to restore long-term function. In this episode, Dr. Nathan Castro and Dr. Ben Holmes, co-founders of Nanochon, explain how they are tackling this challenge with a 3D-printed implant designed not only to replace damaged tissue but to help it regrow. What began as a co…
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Innovation Centers Powering Takeda's Digital Future
37:30
37:30
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37:30In this episode, host Tom Lehmann speaks with Sanjay Patel, Global Head of Innovation Capability Solutions & Services at Takeda, regarding how global collaboration and innovative leadership are reshaping the biotech landscape. Sanjay shares insights into the five-hub network he’s building to strengthen Takeda’s data, AI, and product-engineering cap…
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Multimodal AI Models on Apple Silicon with MLX with Prince Canuma - #744
1:10:20
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1:10:20Today, we're joined by Prince Canuma, an ML engineer and open-source developer focused on optimizing AI inference on Apple Silicon devices. Prince shares his journey to becoming one of the most prolific contributors to Apple’s MLX ecosystem, having published over 1,000 models and libraries that make open, multimodal AI accessible and performant on …
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Competitive Intelligence-The Missing Link for MSLs
30:22
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30:22In this episode, Tom Caravela welcomes Maria Abunto to discuss the impact of competitive intelligence within medical affairs and its significance for Medical Science Liaisons (MSLs). They define the concept and discuss various methods and tools for intelligence gathering, emphasizing compliance and the role of competitive intelligence in decision-m…
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Episode #91 | 3D Printed Pharmaceuticals (Virtual Event Recording)
1:45:00
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1:45:00What if your medication could be made just for you? No more pill overload and no more awkward dosing workarounds. Just the exact treatment you need when you need it. That is the promise of 3D printed pharmaceuticals. Drug manufacturing has relied on a one-size-fits-all model for decades. Nearly half of all medications lack proper formulations for c…
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Genie 3: A New Frontier for World Models with Jack Parker-Holder and Shlomi Fruchter - #743
1:01:01
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1:01:01Today, we're joined by Jack Parker-Holder and Shlomi Fruchter, researchers at Google DeepMind, to discuss the recent release of Genie 3, a model capable of generating “playable” virtual worlds. We dig into the evolution of the Genie project and review the current model’s scaled-up capabilities, including creating real-time, interactive, and high-re…
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Interim Impact: The Rise of “Fractional” Medical Affairs Roles in Pharma’s New Reality
37:29
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37:29In this episode, Tom Caravela and Daniel Snyder explore the rise of fractional medical affairs roles in the post-COVID era. They define interim and fractional positions, highlighting how they benefit both job seekers and companies. The discussion covers the increase in these roles, company utilization of interim talent, disadvantages, and compensat…
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Episode 87: Oral Cancer | Smokes For Nothin’ And HPV For Free
1:00:31
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1:00:31Oral cancer was a fatal disease even into the twentieth century. Patients required extensive surgery and often had a painful recovery or went into palliative care but the result was the same. Modern medicine has thankfully provided much to our understanding, the treatment and management of patients with oral cancer. In recent times, patients have b…
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Episode #90 | 3D Printing Across Decades with Lee Dockstader
1:05:56
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1:05:56Lee Dockstader takes us on a fascinating journey through the commercialization of 3D printing in healthcare, drawing from his decades of experience with industry giants like HP and 3D Systems. Dockstader is one of the major pioneers of the 3D printing revolution that helped transform medical applications today. The conversation takes us behind the …
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Closing the Loop Between AI Training and Inference with Lin Qiao - #742
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1:01:11In this episode, we're joined by Lin Qiao, CEO and co-founder of Fireworks AI. Drawing on key lessons from her time building PyTorch, Lin shares her perspective on the modern generative AI development lifecycle. She explains why aligning training and inference systems is essential for creating a seamless, fast-moving production pipeline, preventing…
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From Interactions to Impact: How Medical Affairs Can Prove Its Value
31:34
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31:34In this episode, Tom Caravela is joined by Lusine Kodagolian to discuss how to measure the value of medical affairs. They explore the SMART framework, emphasizing its application in measuring scientific ROI and share of scientific voice. The discussion highlights the balance of various metrics and how to build a business case for SMART metrics, esp…
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In this episode, Tom Caravela, Conor McGladrigan, and Kevin Peterson discuss the evolving role of social media listening in Medical Affairs. They discuss the significance of social media listening for Medical Science Liaisons (MSLs) and how insights can be leveraged to enhance medical strategies. The conversation covers engagement with Digital Opin…
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Episode 86: Vitamin B12 | Solving The Pernicious Anaemia Mystery
48:50
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48:50The first medical description of pernicious anaemia is from 1821. It is written by Dr James Combe and describes a previously well 47 year old corn-merchant who presented with pallor, weakness, and neurological symptoms. It would take over a hundred years before we would know how to treat this condition, and another decade after that to understand w…
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Context Engineering for Productive AI Agents with Filip Kozera - #741
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46:01In this episode, Filip Kozera, founder and CEO of Wordware, explains his approach to building agentic workflows where natural language serves as the new programming interface. Filip breaks down the architecture of these "background agents," explaining how they use a reflection loop and tool-calling to execute complex tasks. He discusses the current…
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Culture, Context, and Care: The Role of Medical Anthropology in Medical Affairs
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37:37In this episode, Tom Caravela, Sonika Garcia, and Suzi Fraze explore the intersection of medical anthropology and medical affairs. They discuss cultural competence versus cultural fluency, highlighting the impact of cultural contexts on scientific outcomes and communication. Through case studies, they examine cultural influences on medical decision…
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Episode #89 | The Bioprinting Frontier (Live Recording)
1:39:50
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1:39:50The future of medicine is growing closer to recreating the very building blocks of life itself. In this groundbreaking discussion, four bioprinting experts reveal how their technologies are moving rapidly from laboratory concepts to clinical realities that could forever change how we treat disease. Mike Graffeo, the CEO and co-founder of FluidForm …
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Infrastructure Scaling and Compound AI Systems with Jared Quincy Davis - #740
1:13:02
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1:13:02In this episode, Jared Quincy Davis, founder and CEO at Foundry, introduces the concept of "compound AI systems," which allows users to create powerful, efficient applications by composing multiple, often diverse, AI models and services. We discuss how these "networks of networks" can push the Pareto frontier, delivering results that are simultaneo…
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How to Silence Self Doubt And Create Unstoppable Confidence
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39:44In this episode, Tom Caravela welcomes Allison Trucillo to discuss the journey of overcoming self-doubt and the inner critic. Allison shares her personal experiences and provides tools and strategies to combat negativity bias and foster an inner champion. The conversation emphasizes the importance of recognizing negative thoughts and the role of da…
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Episode 85: Lung Cancer Screening | Search For The 30 Pack-Years
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58:43One of the most difficult cancers to detect early has been lung cancer. Patients often present with advanced disease that and can often be fatal. In April 2025, a new National Lung Cancer Screening program has been rolled out in Australia to detect asymptomatic patients with a significant smoking history (30 Pack-Year). Suitable patients are eligib…
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Intelligent instability: State-of-the-art from the smallest to most severe injuries
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42:11Featuring: Dr Christopher Klifto, Dr Michael Banffy and Dr Scott Trenhaile. Dive into a discussion on shoulder instability injuries and guiding patient to a return to activity. The panel examines several hot topics, including soft tissue management with solutions like the Q-FIX◊ KNOTLESS All-Suture Anchor and bony augmentation for glenoid bone loss…
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Episode #88 | Shaping Veterinary Medicine in 3D with Dr. Bill Oxley
59:19
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59:19What happens when cutting-edge technology meets veterinary expertise? Precision, innovation, and better outcomes for our four-legged family members. Dr. Bill Oxley, a prominent figure in veterinary orthopaedics, walks us through the evolving world of 3D-guided veterinary surgery. With years of surgical experience behind him, Dr. Oxley began to ques…
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Building Voice AI Agents That Don’t Suck with Kwindla Kramer - #739
1:13:02
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1:13:02In this episode, Kwindla Kramer, co-founder and CEO of Daily and creator of the open source Pipecat framework, joins us to discuss the architecture and challenges of building real-time, production-ready conversational voice AI. Kwin breaks down the full stack for voice agents—from the models and APIs to the critical orchestration layer that manages…
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027 Cancer Surges Among Young Patients - Time Bombs over “Turbo”
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39:43Welcome to our most CONTROVERSIAL episode yet! We address “Turbo cancer” (idk what’s specifically meant by this still but I outline the likely/historical geneses behind these cases), inflammation issues, central dogma basics, mRNA vaccine tech, the rise of the microbiome and its importance for health, and the likely (yet boring) underlying sources …
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Over-Negotiation-How to Botch a Job Offer
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37:22In this episode, Tom Caravela warns job seekers about over negotiation and making unnecessary mistakes in the offer process. Tom debunks common myths and provides essential strategies for Medical Science Liaisons (MSLs) when considering job offers. He stresses the importance of understanding "best and final" offers, knowing one's value, and evaluat…
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Episode #87 | Lattice News Summary: The Bioprinting Revolution & More
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23:49This is an AI-generated audio version of the news section of the Lattice Newsletter. You can find the full newsletter, including a list of recent healthcare 3D printing and bioprinting news here. Full Lattice Newsletter Archive. Highlighted news this week: • US Army developing field-deployable bioprinting labs for creating custom skin grafts in com…
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Distilling Transformers and Diffusion Models for Robust Edge Use Cases with Fatih Porikli - #738
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1:00:29Today, we're joined by Fatih Porikli, senior director of technology at Qualcomm AI Research for an in-depth look at several of Qualcomm's accepted papers and demos featured at this year’s CVPR conference. We start with “DiMA: Distilling Multi-modal Large Language Models for Autonomous Driving,” an end-to-end autonomous driving system that incorpora…
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Marketing Pharma’s Future with GenAI and Purpose
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39:27Discover how digital innovation and Gen AI are reshaping pharma with Anvita Karara. Explore how patient-centricity, personalization, and responsible AI are driving better health outcomes and transforming engagement at scale.By Accenture
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In this episode, Tom Caravela reflects on the concepts of freedom and progress, providing a historical context for Independence Day and its relevance to personal goals. The discussion highlights the importance of discipline and establishing routines, while also addressing the benefits of reducing social media usage. Tom emphasizes the need for effe…
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Episode 84: Prostate Cancer | Donald Gleason’s Legacy
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1:28:59In 1966, the Chief of Urology asked the Chief of Pathology at the Minneapolis VA Hospital to develop a system to communicate the results of prostate cancer to researchers. The Chief of Pathology was Donald Gleason and he developed a system that would revolutionise our understanding of prostate cancer. Today, every prostate cancer worldwide is class…
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Episode #86 | AI's Vital Role in Medical 3D Printing (Virtual Event Recording)
1:48:39
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1:48:39Artificial intelligence is transforming medical 3D printing and bioprinting. In this virtual event, hear from a panel of experts from across the globe. Our speakers showcase the practical applications of AI in creating personalized medical solutions that were previously impossible. One size does not fit all. William Jung, Business Development Direc…
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In this episode, Tom Caravela is joined by Sarah Snyder and Patrina Pellett to share expert advice on how to become a master presenter. They explore and discuss the many ways Medical Science Liaisons can improve their presentation skills through proven training methods and practices. The discussion highlights the evolution of MSL presentations as w…
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Building the Internet of Agents with Vijoy Pandey - #737
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56:13Today, we're joined by Vijoy Pandey, SVP and general manager at Outshift by Cisco to discuss a foundational challenge for the enterprise: how do we make specialized agents from different vendors collaborate effectively? As companies like Salesforce, Workday, and Microsoft all develop their own agentic systems, integrating them creates a complex, pr…
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Healthy on the Road-How to Avoid MSL Belly
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35:46In this episode, Tom Caravela and Alex Palumbo discuss the challenges faced by Medical Science Liaisons (MSLs) to stay healthy with a crazy travel schedule and stay free from "MSL belly." They discuss strategies for overcoming unhealthy habits and maintaining healthy eating on the road. The episode offers practical tips for meal prepping, managing …
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The Partial-Thickness Conundrum: Who Needs Biology and Who Needs Biomechanics?
34:32
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34:32Listen to a discussion to learn which types of partial-thickness rotator cuff tear benefit from isolated bioinductive repair with the REGENETEN◊ Implant. Hear the panel’s views on which tears require a sutured repair or can be managed conservatively, what defines state-of-the-art and being specific in patient targeting.…
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LLMs for Equities Feature Forecasting at Two Sigma with Ben Wellington - #736
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59:31Today, we're joined by Ben Wellington, deputy head of feature forecasting at Two Sigma. We dig into the team’s end-to-end approach to leveraging AI in equities feature forecasting, covering how they identify and create features, collect and quantify historical data, and build predictive models to forecast market behavior and asset prices for tradin…
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In this episode, Tom Caravela and Bridget Rasmusson discuss the current state of the job markets and factors that are influencing it. They begin by discussing the economic factors influencing job availability and the challenges job seekers face in this tough environment. Bridget shares valuable strategies for navigating the market, emphasizing the …
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Zero-Shot Auto-Labeling: The End of Annotation for Computer Vision with Jason Corso - #735
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56:45Today, we're joined by Jason Corso, co-founder of Voxel51 and professor at the University of Michigan, to explore automated labeling in computer vision. Jason introduces FiftyOne, an open-source platform for visualizing datasets, analyzing models, and improving data quality. We focus on Voxel51’s recent research report, “Zero-shot auto-labeling riv…
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In this episode, Tom Caravela is joined by Joy Morrell to explore the multifaceted role of Medical Science Liaisons (MSLs) in medical affairs. They discuss the critical importance of dialogue over monologue in MSL communication, emphasizing the need for both scientific expertise and soft skills development. Joy highlights the significance of active…
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