Speaker Profile
M.D., Ph.D., Professor of Medicine, Harvard Medical School and Co-Founder, Atman Health
Biography
Calum MacRae is a physician and scientist who works on disease mechanisms, translational genomic medicine and digital innovation. He is the PI of the AHA/Verily/AstraZeneca/Quest Diagnostics funded One Brave Idea program and the Apple Heart & Movement Study, as well as an Associate Member of the Broad Institute of Harvard and MIT and a Principal Faculty Member in the Harvard Stem Cell Institute. He was previously Chief of Cardiovascular Medicine at Brigham and Women's Hospital.
Talk
Encoding disease biology to automate care delivery
Data ingestion in medicine is typically a series of incompletely linked episodes. Systematizing all care transactions at an individual patient level offers the potential to create the data streams necessary to optimize chronic disease management, stratify individual risk in novel ways and reimagine clinical workflows.
Session Abstract – PMWC 2022 Silicon Valley
- Hope or Hype? The Role of ML in Drug Discovery and Development (PANEL)
Session Chair: Ansuman Satpathy, Stanford University
- Marcel Hop, Genentech
- Mark Jacobstein, Immunai
- Stacie Calad-Thomson, BioSymetrics
- Andrea deSouza, Eli Lilly and Company - Advancing Research and Drug Discovery with UK Biobank
Session Chair: Asha Collins, DNAnexus
- Lucy Burkitt-Gray, UK Biobank
- Lisa McFerrin, AWS - Machine Learning for Novel Target Discovery: Unique Techniques Meet Unique Data
Session Chair: Alex Morgan, Khosla Ventures
- Lindsay Edwards, Relation Therapeutics
- Kristen Fortney, BioAge
- Quin Wills, Ochre Bio
- Joseph Rodgers, Fountain Therapeutics
- Calum MacRae, Atman Health - AI/ML in Clinical Trial Design, Patient Selection and Prediction of Outcomes (PANEL)
Session Chair: Peter Lipsky, Ampel Bio
- Nasim Eftekhari, City of Hope
- Mika Newton, xCures, Inc.
- William Oh, Sema4
- Treating Genetics as Data: Computable, Structured Results for Precision Medicine
- Peter DeVault, Epic - DeepConsensus: Sequence Transformers for Sequence Correction
- Andrew Carroll, Google - AI in Small Molecule Design and Screening (PANEL)
Session Chair: Petrina Kamya, Insilico Medicine
- Jim Edwards, Janssen
- Tommaso Mansi, Johnson & Johnson
- Martin Emanuel Bittner, Arctoris - PMWC 2022 Showcase
- Kevin Cho, Envisagenics, Inc.
- Poojitha Ojamies, Novartis
- Steve Harrison, Engine Biosciences
Session Abstract – PMWC 2022 Silicon Valley
The value of data in healthcare is undeniable and realized when raw information is successfully converted into knowledge that changes clinical practice. To drive value improvements and ensure that the right patient receives the right care requires the right data in combination with the right data analytics. This session will cover various aspects and challenges of data science in hospitals and health systems that drive healthcare with better outcomes.
Sessions:
- Data Sharing Application: Needs, Advancements, and Challenges
- Russ Cucina, UCSF
- Removing Data Sharing Barriers; Expectations for the Healthcare Industry
Session Chair: Greg Storm, TripleBlind
- John Halamka, Mayo Clinic
- Bob Borek, Datavant
- Next-Generation Data Sharing: Discoverable, Accessible, Interoperable Data (PANEL)
Session Chair: John F. Kalafut, Asher Orion Group
- Joel Sevinsky, Theiagen Genomics
- Ittai Dayan, Rhino Health
- Sharmila Majumdar, UCSF
- Rajan Wadhwa, Anthem - Sustainable Data Systems via FAIR Data Principles
Session Chair: Alex Sherman, MGH
- Multi-Factor Data Science to Inform Clinical Research
Session Chair: Charlotte Nelson, MATE Bioservices
- Gundolf Schenk, UCSF - Translational AI: Innovation to Clinical Implementation and Reimbursement (PANEL)
Session Chair: John J. Sninsky, Translational Consultant
- Erick Lin, PathAI
- Nigam Shah, Stanford
- Shivang Doshi, Paige - Leveraging Multiomic Data to Advance Rare Disease Drug Discovery and Development (PANEL)
Session Chair: Justin Bingham, CENTOGENE
- Michael Hund, EB Research Partnership - AI/ML in Hospitals and Clinics / Digital Health Transformation / Predicting Clinical Outcomes
Session Chair: Robert Hauser, Vidence
- Alan Kaplan, LLNL
- Peter Yu, Hartford Healthcare
- Amir Bahmani, Stanford
- Data Science for Proteogenomics of Cancers
- Gil Omenn, University of Michigan
- PMWC 2022 Showcase
- Amanda Cook, InheRET, Inc.
- Calum Macrae, Harvard
