DTA-GNN: Target-Specific Binding Affinity Dataset Builder and GNN Trainer

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Application

Title
DTA-GNN: Target-Specific Binding Affinity Dataset Builder and GNN Trainer
Type
Gradio App
URL
https://dta-gnn.serve.scilifelab.se
Source code
https://github.com/gozsari/DTA-GNN
Docker image
ghcr.io/gozsari/dta-gnn-serve:serve-3288db3e80234aa0a1081319b74e8ed10b1465d8
Created
30 Jan, 2026
Updated
06 Feb, 2026
Description
Build leakage-free Drug-Target Affinity datasets from ChEMBL and train Graph Neural Networks for target-specific binding affinity prediction
Tags
Binding-Affinity-Prediction
Chembl
Drug-Discovery
Drug-Target-Affinity
Gnn
Graph-Neural-Networks
Molecular-Graphs

Creator

Gökhan Özsari
gokhan.ozsari@chalmers.se
Chalmers e-Commons
Chalmers University of Technology