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)

An unsupervised H&E-based machine-learning approach for precise prediction of tumor microenvironment subtypes.

Alexander  Sarachakov

Employment - BostonGene

Stock and Other Ownership Interests  - BostonGene

Patents, Royalties, Other Intellectual Property - BostonGene

Andrey  Tyshevich

Employment - BostonGene

Anna  Belozerova

Employment - BostonGene

Stock and Other Ownership Interests  - BostonGene

Patents, Royalties, Other Intellectual Property - BostonGene

Ekaterina  Postovalova

Stock and Other Ownership Interests  - BostonGene

Patents, Royalties, Other Intellectual Property - Gene expression analysis techniques using gene ranking and statistical models for identifying biological sample characteristics; Techniques for determining tissue characteristics using multiplexed immunofluorescence imaging

Alexander  Bagaev

Employment - BostonGene

Stock and Other Ownership Interests  - BostonGene

Patents, Royalties, Other Intellectual Property - Patents for IP created In BostonGene

Vladimir  Kushnarev

Employment - BostonGene

Stock and Other Ownership Interests  - BostonGene

Nathan Hale  Fowler

Employment - BostonGene

Leadership - BostonGene

Stock and Other Ownership Interests  - BostonGene

Consulting or Advisory Role - Bayer; Celgene; Novartis; Roche/Genentech; TG Therapeutics; Verastem

Research Funding - Abbvie; BeiGene; Celgene; Gilead Sciences; Novartis; Roche; TG Therapeutics