Asset Detail:

Explainable Drug Sensitivity Prediction through Cancer Pathway Enrichment Scores (PathDSP)

Explainable Drug Sensitivity Prediction through Cancer Pathway Enrichment Scores (PathDSP)

ASSET LINK:

https://modac.cancer.gov/assetDetails?dme_data_id=NCI-DME-MS01-93157491

PROGRAM NAME:

NCI-DOE Collaboration

STUDY NAME:

NCI-DOE Collaboration IMPROVE Project: Monotherapy pan-cancer pan-drug response prediction

ASSET NAME:

Explainable Drug Sensitivity Prediction through Cancer Pathway Enrichment Scores (PathDSP)

ASSET PATH:

/NCI_DOE_Archive/JDACS4C/improve_monotherapy_pancancer_pandrug/pathdsp

Asset Attributes

ATTRIBUTE: ASSET NAME	VALUE: Explainable Drug Sensitivity Prediction through Cancer Pathway Enrichment Scores (PathDSP)
ATTRIBUTE: ASSET DESCRIPTION	VALUE: Model-related files for drug response prediction (DRP). These include the model weights, parameters, and Singularity image and definition file.
ATTRIBUTE: ASSET IDENTIFIER	VALUE: pathdsp
ATTRIBUTE: ASSET TYPE	VALUE: Model
ATTRIBUTE: MODEL DOMAIN	VALUE: drug response prediction
ATTRIBUTE: MODEL FRAMEWORK	VALUE: PyTorch
ATTRIBUTE: MODEL PLATFORM	VALUE: IMPROVE
ATTRIBUTE: PLATFORM VERSION	VALUE: None
ATTRIBUTE: POC NAME	VALUE: IMPROVE Team
ATTRIBUTE: POC EMAIL	VALUE: IMPROVE-AI@nih.gov
ATTRIBUTE: IS MODEL DEPLOYED	VALUE: No
ATTRIBUTE: GITHUB REPOSITORY	VALUE:

Overview

ASSET LINK:	https://modac.cancer.gov/assetDetails?dme_data_id=NCI-DME-MS01-93157491
PROGRAM NAME:	NCI-DOE Collaboration
STUDY NAME:	NCI-DOE Collaboration IMPROVE Project: Monotherapy pan-cancer pan-drug response prediction
ASSET NAME:	Explainable Drug Sensitivity Prediction through Cancer Pathway Enrichment Scores (PathDSP)
ASSET PATH:	/NCI_DOE_Archive/JDACS4C/improve_monotherapy_pancancer_pandrug/pathdsp

Asset Attributes

ATTRIBUTE	VALUE
ASSET NAME	Explainable Drug Sensitivity Prediction through Cancer Pathway Enrichment Scores (PathDSP)
ASSET DESCRIPTION	Model-related files for drug response prediction (DRP). These include the model weights, parameters, and Singularity image and definition file.
ASSET IDENTIFIER	pathdsp
ASSET TYPE	Model
MODEL DOMAIN	drug response prediction
MODEL FRAMEWORK	PyTorch
MODEL PLATFORM	IMPROVE
PLATFORM VERSION	None
POC NAME	IMPROVE Team
POC EMAIL	IMPROVE-AI@nih.gov
IS MODEL DEPLOYED	No
GITHUB REPOSITORY	https://github.com/JDACS4C-IMPROVE/PathDSP

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