Asset Detail:

Hybrid Graph Convolutional Network for Predicting Cancer Drug Response (DeepCDR)

Hybrid Graph Convolutional Network for Predicting Cancer Drug Response (DeepCDR)

ASSET LINK:

https://modac.cancer.gov/assetDetails?dme_data_id=NCI-DME-MS01-93158643

PROGRAM NAME:

NCI-DOE Collaboration

STUDY NAME:

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

ASSET NAME:

Hybrid Graph Convolutional Network for Predicting Cancer Drug Response (DeepCDR)

ASSET PATH:

/NCI_DOE_Archive/JDACS4C/improve_monotherapy_pancancer_pandrug/deepcdr

Asset Attributes

ATTRIBUTE: ASSET NAME	VALUE: Hybrid Graph Convolutional Network for Predicting Cancer Drug Response (DeepCDR)
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: deepcdr
ATTRIBUTE: ASSET TYPE	VALUE: Model
ATTRIBUTE: MODEL DOMAIN	VALUE: drug response prediction
ATTRIBUTE: MODEL FRAMEWORK	VALUE: Keras
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-MS01-93158643
PROGRAM NAME:	NCI-DOE Collaboration
STUDY NAME:	NCI-DOE Collaboration IMPROVE Project: Monotherapy pan-cancer pan-drug response prediction
ASSET NAME:	Hybrid Graph Convolutional Network for Predicting Cancer Drug Response (DeepCDR)
ASSET PATH:	/NCI_DOE_Archive/JDACS4C/improve_monotherapy_pancancer_pandrug/deepcdr

Asset Attributes

ATTRIBUTE	VALUE
ASSET NAME	Hybrid Graph Convolutional Network for Predicting Cancer Drug Response (DeepCDR)
ASSET DESCRIPTION	Model-related files for drug response prediction (DRP). These include the model weights, parameters, and Singularity image and definition file.
ASSET IDENTIFIER	deepcdr
ASSET TYPE	Model
MODEL DOMAIN	drug response prediction
MODEL FRAMEWORK	Keras
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/DeepCDR

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