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
 
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Prediction of real-world progression free survival (rwPFS) using a multimodal machine learning (ML) model for patients with HR+ HER2- metastatic breast cancer (mBC) undergoing first line (1L) treatment with cyclin-dependent kinase 4 and 6 inhibitors (CDK4/6i) and endocrine therapy (ET).
 
Pedram Razavi
Honoraria - Daiichi Sankyo/Astra Zeneca; Pfizer
Consulting or Advisory Role - AstraZeneca; bioTheranostics; Epic Sciences; Guardant Health; Loxo/Lilly; Myriad Genetics; NeoGenomics Laboratories; Novartis; PAIGE.AI; Prelude Therapeutics; SAGA Diagnostics; Tempus
Research Funding - AstraZeneca (Inst); Biovica (Inst); Epic Sciences (Inst); GRAIL (Inst); Guardant Health (Inst); Hologic/Biotheranostics (Inst); Illumina (Inst); Invitae (Inst); Myriad Genetics (Inst); NeoGenomics Laboratories (Inst); Novartis (Inst); Tempus (Inst)
 
Julia An
No Relationships to Disclose
 
Tatiana Erazo
No Relationships to Disclose
 
Paul Schwartz
No Relationships to Disclose
 
Loïc Ferrer
Employment - SOPHiA Genetics
Stock and Other Ownership Interests - SOPHiA Genetics
 
Olivier Gallinato
Employment - SOPHiA Genetics
Stock and Other Ownership Interests - SOPHiA Genetics
 
Léa Papillon
No Relationships to Disclose
 
Thierry Colin
Employment - SOPHiA GENETICS
Stock and Other Ownership Interests - SOPHiA Genetics
Research Funding - AstraZeneca (Inst)
 
Marion Bossy
Employment - SOPHiA Genetics
Stock and Other Ownership Interests - SOPHiA Genetics
Consulting or Advisory Role - McKinsey & Company
Travel, Accommodations, Expenses - SOPHiA Genetics
 
RosArio AndrE
Employment - AstraZeneca
Leadership - AstraZeneca
Stock and Other Ownership Interests - AstraZeneca; Novartis
Travel, Accommodations, Expenses - AstraZeneca
 
Jessica Davies
No Relationships to Disclose
 
Claudette Falato
No Relationships to Disclose
 
Aisha Rashid
No Relationships to Disclose
 
Sameet Sreenivasan
Employment - AstraZeneca
Stock and Other Ownership Interests - AstraZeneca
 
Adrien Decque
No Relationships to Disclose
 
Amanda Remorino
No Relationships to Disclose
 
David Dellamonica
No Relationships to Disclose
 
Philippe Menu
No Relationships to Disclose