The RWD & RWE Podcast

*** Join our weekly Real-World Wednesdays (RWW) Clubhouse room every Wed @ 11am Eastern US Time*** All things related to the collection, creation & use of Real-World Data (RWD) in generating Real-World Evidence (RWE) for clinical research, drug development, medical devices, value access and other activities for BioPharma and the Life Sciences! Real-World Data (RWD): data relating to a person’s health status or well-being, or the care received by a person, as collected from real-world settings (as opposed to the controlled clinical trial setting) [aka observational data, healthcare data, etc.] Real-World Evidence (RWE): the appropriate analysis of RWD Reliable RWD + Appropriate Analysis = Meaningful RWE

Episodes

May 28, 2026

59 min

Ep 217 [27 May 2026]: Claire Manneh MPH, Senior Practice Lead for Research Institutions at Datavant – We discussed Claire's unique background and discussed how researchers use real-world data to improve research partnerships, privacy, and patient outcomes.Please check-out our website to join the club, get updates and see podcast recordings: https://rwd-rwe.clubDisclaimer: The views expressed in this podcast are the guest's and host's alone, and do not reflect the official position of any organization or entity with whom they are, or have been, professionally affiliated.

May 28, 2026

59 min

May 15, 2026

1 hr 1 min

Ep 216 [13 May 2026]: Kathleen Mandziuk RN MPH, Athena Innovations founder and research industry veteran – We discussed Kathleen's unique background and explored RWE's evolution—from claims & EHR data to tokenized, AI-driven evidence generation shaping the future of clinical research.References cited during the discussion:> Adjunctions Pro: https://adjunctions.com/pro> PACE Council: https://www.linkedin.com/company/pace-council/Please check-out our website to join the club, get updates and see podcast recordings: https://rwd-rwe.clubDisclaimer: The views expressed in this podcast are the guest's and host's alone, and do not reflect the official position of any organization or entity with whom they are, or have been, professionally affiliated.

May 15, 2026

1 hr 1 min

May 8, 2026

1 hr 37 sec

Ep 215 [06 May 2026]: Timothy Nobles, Chief Product Officer at Integral – We discussed Timothy's unique background (from musician in a band --> to marketing --> to data science) and discussed how claims and EMR don't speak the same language and explore semantic classification, de-id & compliant linkage to turn messy RWD into life sciences evidence.Please check-out our website to join the club, get updates and see podcast recordings: https://rwd-rwe.clubDisclaimer: The views expressed in this podcast are the guest's and host's alone, and do not reflect the official position of any organization or entity with whom they are, or have been, professionally affiliated.

May 8, 2026

1 hr 37 sec

May 1, 2026

57 min

Ep 214 [29 April 2026]: Mika Newton, CEO at xCures Inc. – We referenced Mika's unique background (and he was on RWW for Ep166 on 2025-02-26) and he shared how configurable AI checklists turn messy, unstructured medical records into workflow-ready, validated real-world data.Publication: A Scalable Method for Validated Data Extraction from Electronic Health Records with Large Language Models (https://www.medrxiv.org/content/10.1101/2025.02.25.25322898v2.full)Please check-out our website to join the club, get updates and see podcast recordings: https://rwd-rwe.clubDisclaimer: The views expressed in this podcast are the guest's and host's alone, and do not reflect the official position of any organization or entity with whom they are, or have been, professionally affiliated.

May 1, 2026

57 min

Apr 24, 2026

56 min

Ep 213 [22 April 2026]: Wes Michael MBA, President, Rare Patient Voice LLC, now part of Konovo – We discussed Wes' unique background and discussed how rare disease patients want to help science—but they have lives too. Wesley Michael shared how to find, engage, and protect rare patients along with their real-world data.Please check-out our website to join the club, get updates and see podcast recordings: https://rwd-rwe.clubDisclaimer: The views expressed in this podcast are the guest's and host's alone, and do not reflect the official position of any organization or entity with whom they are, or have been, professionally affiliated.

Apr 24, 2026

56 min

Apr 19, 2026

1 hr 1 min

Ep 212 [15 April 2026]: Steve Labkoff MD FACP FACMI FAMIA, Principal at Luminant Consulting and Co-Host of the of the Practical AI in Healthcare podcast (https://practicalaiinhealthcare.com/) – We discussed Steve's unique background and he reflected on the evolution of AI in Healthcare. AI isn’t just a buzzword, but a tool transforming healthcare & clinical research. We discussed the benefits of greater AI literacy.SPECIAL GUEST: Steve Labkoff MD- Principal at Luminant Consulting- Collaborating Scientist at Beth Israel Deaconess Medical Center- Co-Host of the Practical AI in Healthcare podcast (https://practicalaiinhealthcare.com/): "Practical AI in Healthcare shines a spotlight on the stories that matter—how AI is truly transforming healthcare in ways that are measurable, meaningful, and lasting."Please check-out our website to join the club, get updates and see podcast recordings: https://rwd-rwe.clubDisclaimer: The views expressed in this podcast are the guest's and host's alone, and do not reflect the official position of any organization or entity with whom they are, or have been, professionally affiliated.

Apr 19, 2026

1 hr 1 min

Apr 11, 2026

1 hr 57 sec

Ep 211 [08 April 2026]: Josh Murphy MBA, SVP, RWD and Strategic Partnerships at Norstella – We discussed Josh's unique background and discussed how RWD has changed over the years, and RWD’s role in today’s drug landscape; including an overview of how linked RWD were used to conduct this interesting GLP-1 study: https://www.norstella.com/insight/early-oral-glp-1-uptake-half-story/.Please check-out our website to join the club, get updates and see podcast recordings: https://rwd-rwe.clubDisclaimer: The views expressed in this podcast are the guest's and host's alone, and do not reflect the official position of any organization or entity with whom they are, or have been, professionally affiliated.

Apr 11, 2026

1 hr 57 sec

Apr 3, 2026

59 min

Ep 210 [01 April 2026]: Reyna Klesh MS, Senior Director of RWD Operations at Behavioral Health Insights – We discussed Reyna's unique background and discussed generating real-world evidence (RWE) from behavioral health assessments.Please check-out our website to join the club, get updates and see podcast recordings: https://rwd-rwe.clubDisclaimer: The views expressed in this podcast are the guest's and host's alone, and do not reflect the official position of any organization or entity with whom they are, or have been, professionally affiliated.

Apr 3, 2026

59 min

Mar 26, 2026

1 hr 5 min

Ep 209 [25 March 2026]: Michael Fronstin, GTM strategist, advisor and RWE industry veteran; senior advisor to many companies and founder of Vireo Strategies – We discussed Michael's unique background and discussed the practical considerations for AI in the life science arena, exploring the guardrails on use and validation.Please check-out our website to join the club, get updates and see podcast recordings: https://rwd-rwe.clubDisclaimer: The views expressed in this podcast are the guest's and host's alone, and do not reflect the official position of any organization or entity with whom they are, or have been, professionally affiliated.

Mar 26, 2026

1 hr 5 min

Mar 19, 2026

1 hr 35 sec

Ep 208 [18 March 2026]: Mark Larkin PhD, CEO of Vitaccess – We discussed Mark's unique background and discussed the power of science-driven patient-centric approaches to Real World Evidence (RWE) and how AI-enabled dashboards are delivering real-time, real-world data (RWD) insights.Please check-out our website to join the club, get updates and see podcast recordings: https://rwd-rwe.clubDisclaimer: The views expressed in this podcast are the guest's and host's alone, and do not reflect the official position of any organization or entity with whom they are, or have been, professionally affiliated.

Mar 19, 2026

1 hr 35 sec

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