Speaker Profile
M.D., Assistant Professor, Johns Hopkins U.
Biography
Dr. Deutsch is an internationally recognized pathologist and physician-scientist whose research focuses on tissue-based biomarker discovery and implementation to support personalized cancer care. She has played a key role in the development and standardization of pan-tumor pathologic response criteria for patients treated with neoadjuvant and perioperative therapies, work that has important implications as these approaches are increasingly adopted in clinical trials and routine care. Her research integrates digital pathology, machine learning, and artificial intelligence to enable robust pathology-based assessments that provide prognostic information and help clinicians make personalized treatment decisions. Dr. Deutsch is the recipient of the 2025 Benjamin Castleman Award from the United States and Canadian Academy of Pathology.
Session Abstract – PMWC 2026 Silicon Valley
Track Chair:
William Oh, Yale
PMWC Award Ceremony
• Nigam Shah, Stanford
• Thomas Fuchs, Lilly
Keynote: Responsible AI in Healthcare: From RWE to Agentic Systems
• Nigam Shah, Stanford
Keynote: Scaling Trusted AI: From Computational Pathology to Next-Gen Medicines
• Thomas Fuchs, Lilly
Real-World Evidence & Clinical AI: Closing the Loop Between Data and Care
• Chair: Roxana Daneshjou, Stanford
• Aashima Gupta, Google
• Brigham Hyde, Atropos Health
• Michael Pfeffer, Stanford
• Thomas Fuchs, Lilly
From Data to Decisions: Building Regulatory-Grade RWE from EHR Systems in Oncology
• Chair: Nadia Poluhina, Mayo Clinic
• Kate Estep, Flatiron Health
• Alyssa Pybus, Moffitt Cancer Center
• Julie Stein Deutsch, Johns Hopkins
• Jeremy Jones, Mayo Clinic
Predicting Outcomes: An AI Model Trained on RWE for Precision Care
• Rich Gliklich, OM1
AI for Clinical Decision Support: From Models to Bedside
• Chair: Amrita Basu, UCSF
• Anurang Revri, Stanford
• Emily Alsentzer, Stanford
• Okan Ekinci, Roche
Keynote: AI for CDS-From Models to Bedside
• Zachary Ziegler, OpenEvidence
Operationalizing AI in Health Systems: Trust, Adoption & Outcomes
• Chair: Danton Samuel Char, Stanford
• Karan Singhal, OpenAI
• Sina Bari, iMerit Technology
• Shashi Shankar, Novellia
• Elena Ikonomovska, diadia Health
• Syed Mohiuddin, Anthropic
Safe, Scalable AI in Clinical Practice: What’s Working and What’s Not
• Chair: Travis Zack, OpenEvidence
• Vincent Liu, Kaiser
• Richard Milani, Sutter Health
Transforming Transplant Care Through AI: From Predictive Insights to Precision Decisions
• Jing Huang, CareDx
AI for Precision Psychiatry: Integrating Multimodal Data Into Clinical Decision Support
• Erwin Estigarribia, HEADLAMP health
Workflow-First Clinical AI: Integration Patterns, Guardrails & Change Management
• Jorge Durand, Klick Health
From Patient-Generated Data to Regulatory-Grade RWE: Design, Bias & Outcome Linkage
• Phil Johnson, Evidation
You have truly created something of a “Davos of personalized medicine” conference, which has value beyond ASCO and ASH.
PMWC is indeed 'The Davos of Biotech'
There is no other event with such a lineup of leaders in their field. My annual MUST event since 2013!
Now THAT is a stellar line up!!
I am thrilled to hear about the impressive lineup of speakers and the engaging topics planned for the conference.
PMWC is a landmark event, a real tour de force in precision medicine!
Congrats. This is an amazing rock star lineup.
The PMWC program and speaker lineup is one of the most impactful and thoughtfully curated conferences in healthcare today.
I’ve spoken and had exhibitions in the past at PMWC — one of my favorite conferences of the year — and this lineup is extra impressive.
Tal has done an amazing job developing the PMWC into the #1 premier precision medicine conference.
Incredible line up! Great event you are putting on
What an impressive lineup.
Congratulations on the amazing speaker lineup. Wow!
PMWC was excellent, and the lineup sounds truly impressive!
The line up has come together beautifully and quite impressively. Many people have mentioned how much they are looking forward to it.
PMWC Hall of Impact
Previous Speakers Include
Nobel laureates, technology founders, regulators, CEOs and scientific pioneers who have taken the PMWC stage.
