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Rob Grant

@ml4onc

A medical oncologist interested in optimizing cancer care using multimodal models
Joined December 2023
71 Following 69 Followers 30 Posts

Latest posts 5

Rob Grant @ml4onc
New research on PSC-associated biliary tract cancer. Amazing work by Kevin, Felix, and the LeGresley Biliary Registry team. Collaboration is key in this rare disease, and it was wonderful to collaborate with Dr. Lee, Javle, and the MD Anderson team doi.org/10.1158/1078-0…
aacrjournals.org Clinicogenomic Characterization of Primary Sclerosing Cholangitis–Associated Biliary Tract Cancers AbstractPurpose:. Biliary tract cancer (BTC) is the leading cause of death in patients with primary sclerosing cholangitis (PSC). PSC-related BTC is poorly understood, and the risks and benefits of...
Princess Margaret Cancer Centre Research @PMResearch_UHN Nov 20, 2025
New strategy involving immunotherapy improved progression-free survival for patients with biliary tract cancers, derived from inflamed and scarred bile ducts.

Discovered by team @ml4onc at @UHN @pmcancercentre @OICR_news & @MDAndersonNews.

@CCR_AACR: doi.org/10.1158/1078-0…
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Rob Grant @ml4onc
New research out today: ML can predict future symptoms during cancer treatment from EHR data. Congrats to Noke for his first paper during his PhD.👏 Great to collaborate with @PM_CDI and the rest of the team. @JCOCCI_ASCO @PMResearch_UHN. ascopubs.org/doi/10.1200/CC…
ascopubs.org Development of Machine Learning Systems to Predict Cancer-Related Symptoms With Validation Across a... PURPOSECancer and its treatment cause symptoms. In this study, we aimed to develop machine learning (ML) systems that predict future symptom deterioration among people receiving treatment for cancer...
Rob Grant @ml4onc
Sharing our research in @JAMAOnc predicting chronic kidney disease after cisplatin treatment. Thanks to @KevinJCHe, @onconeph, @MarzyehGhassemi, and the rest of the team, as well as @ICESOntario, @PMResearch_UHN, @thePMCF, and @OICR_news for their support

jamanetwork.com/journals/jamao…
jamanetwork.com Predicting Chronic Kidney Disease After Cisplatin Treatment This prognostic study characterizes the incidence of chronic kidney disease after cisplatin treatment and evaluates prediction models.