Machine Learning for Oncology
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OncoTRAIL
OncoTRAIL PublicLLM and machine learning framework for oncology toxicity risk prediction from clinical notes and tabular data.
Python
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Repositories
- model-deployer Public
Silent deployment of AIM2REDUCE models to predict undesirable cancer events in Princess Margaret hospital under the EPIC system.
ml4oncology/model-deployer’s past year of commit activity - OncoTRAIL Public
LLM and machine learning framework for oncology toxicity risk prediction from clinical notes and tabular data.
ml4oncology/OncoTRAIL’s past year of commit activity - make-clinical-dataset Public
ml4oncology/make-clinical-dataset’s past year of commit activity - PredUCE Public
ml4oncology/PredUCE’s past year of commit activity - ml4o-batch-inference Public
Scalable batch inference pipeline using vLLM. Process thousands of prompts on HPC clusters with Docker/Apptainer and Slurm support.
ml4oncology/ml4o-batch-inference’s past year of commit activity - ml4o-inference Public Forked from VectorInstitute/vector-inference
Efficient LLM inference on Slurm clusters using vLLM.
ml4oncology/ml4o-inference’s past year of commit activity - ml4oncology Public
ml4oncology/ml4oncology’s past year of commit activity - LLM-info-extractor Public archive
ml4oncology/LLM-info-extractor’s past year of commit activity
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