Speaker Profile
M.D., Senior Vice President, Medical, Castle Biosciences
Biography
Dr. Matthew Goldberg is a board-certified dermatologist and dermatopathologist. Prior to joining Castle, Dr. Goldberg was an Assistant Professor in Dermatology and Pathology at the Icahn School of Medicine at Mount Sinai in New York and retains his affiliation as an Assistant Clinical Professor of Dermatology. Prior to joining the Mount Sinai faculty, he directed Dermatopathology education for the MedStar Georgetown Washington Hospital Center dermatology residency program. Dr. Goldberg has a background in translational melanoma research and received the Dermatology Foundation Dermatopathology Research Career Development Award for research in melanoma epigenetics.
Talk
Spatialomics provide robust data to interrogate multiple pathways of disease progression simultaneously. Using AI to interpret these pathways can unlock new understanding that has the potential to profoundly improve patient management. This talk will explore how synergies between AI and spatialomics have been validated to predict progression to esophageal cancer in Barretts esophagus patients.
Session Abstract – PMWC 2025 Silicon Valley
Track Co-Chairs:
Cherodeep Goswami, UW Health
- PMWC 2025 Award Ceremony
Pioneer Honoree: Paul J. Chang, University of Chicago - Keynote: AI in Radiology: A Reality Check (Climbing out of the Trough of Disillusionment)
- Paul J. Chang, University of Chicago
- AI in Radiology and Imaging Applications (PANEL)
Chair: Curtis P Langlotz, Stanford
- Paul J. Chang, University of Chicago
- Sharmila Majumdar, UCSF
- Eliot Siegel, VA Maryland Healthcare System
- Katherine Andriole, Brigham and Women's Hospital - Using Imaging AI to Better Understand Health and Aging
- Daniel Durand, Prenuvo
- AI Transforming Standard-of-Care Imaging into Precision Diagnostics
- Angel Alberich, Quibim
- Accelerating Risk Assessment and Diagnosis with AI
Chair: Pavan Anne, ZS
- Omar Perez, AstraZeneca
- Charles Powell, Mount Sinai - Overcoming Practice Gaps in Precision Medicine: Addressing Patient Leakage (PANEL)
Chair: Joe Zaccaria, KPMG
- Ed Kim, City of Hope
- Chris Scotto DiVetta, Tempus
- Karlo Martin, HCA Healthcare
- Shared Opportunities to Unlock AI's Potential in R&D (PANEL)
Chair: Brice Sarver, ZS
- Carlyn Crisostomo, Amgen
- Bill Mayo, BMS
- Stacie Calad-Thomson, Nvidia
- AI-Powered Remote Monitoring and Mental Health: Innovations and Challenges
- Sam Perli, ThinkHat
- Shah Nawaz, Regeneron
- David Rhew, Microsoft
- AI Unlocks the Clinical Utility of Spatialomics
- Matthew Goldberg, Castle Bio
- Practical Implications of Ethical Challenges in AI-driven Precision Medicine(PANEL)
Chair: Cherodeep Goswami, UW Health
- Tina Hernandez-Boussard, Stanford
- Lucia Savage, Omada Health
- Sean Hain, Epic
- Misha Mehta, Neev Kolte & Brave Ronil Foundation
