The following represents disclosure information provided by authors of this abstract. The program committee has reviewed all presenting author disclosure reports, identified potential conflicts of interest, and implemented strategies to manage those areas of conflict, where appropriate. All relationships are considered compensated. Relationships are self-held unless otherwise noted. I = Immediate Family Member, Inst = My Institution
 
Open Payments is a public database containing information reported by companies about payments made to US-licensed physicians (Open Payments)
Machine learning risk stratification in a US-based database to identify subgroups of patients with head and neck cancer who benefit from adding chemotherapy to pembrolizumab.
 
Xavier Orcutt
No Relationships to Disclose
 
Vivek Nimgaonkar
Employment - Valar Labs; Valar Labs
 
Lova Sun
Consulting or Advisory Role - AstraZeneca; Bayer; Genmab/Seagen; GlaxoSmithKline; Guardant Health; Merus; Pfizer
Research Funding - Abbvie (Inst); Blueprint Medicines (Inst); Erasca, Inc (Inst); Frontier Medicines (Inst); Immunocore (Inst); IO Biotech (Inst); Merus (Inst); ORIC Pharmaceuticals (Inst); Seagen (Inst); Tempus (Inst)
 
Charu Aggarwal
Consulting or Advisory Role - Abbvie; AstraZeneca; Daiichi Sankyo/Astra Zeneca; Gilead Sciences; Novocure; Pfizer
Speakers' Bureau - AstraZeneca (I)
Research Funding - AstraZeneca/MedImmune (Inst); Candel Therapeutics (Inst); Daiichi Sankyo/Astra Zeneca (Inst); Genmab; Loxo@Lilly (Inst); Merck Sharp & Dohme (Inst)
 
Aaron Cohen
Employment - Flatiron Health
Stock and Other Ownership Interests - Roche
 
Ronac Mamtani
Honoraria - Flatiron Health
Consulting or Advisory Role - Bristol Myers Squibb Foundation; Genentech/Roche; Merck; Seattle Genetics/Astellas
Research Funding - Astellas Pharma (Inst); Merck
Expert Testimony - King and Spalding LLP; McBrayer Firm
 
Qi Long
No Relationships to Disclose
 
Ravi Parikh
Stock and Other Ownership Interests - AstraZeneca; Bristol-Myers Squibb; GNS Healthcare; Main Street Health; Mendel.ai; Merck; Onc.AI; Optinosis; Thyme Care
Honoraria - Wake Forest School of Medicine
Consulting or Advisory Role - Archetype Therapeutics; Biofourmis; ConcertAI; G1 Therapeutics; Humana; Klick Inc; Main Street Health; Mendel AI; Onc.ai; Optinosis; Thyme Care
Research Funding - Arnold Ventures (Inst); Commonwealth Fund (Inst); Emerson Collective (Inst); Mendel AI (Inst); Prostate Cancer Foundation (Inst); Schmidt Futures (Inst)
Patents, Royalties, Other Intellectual Property - Technology to integrate patient-reported outcomes into electronic health record algorithms