Therapeutics Commons (TDC): Multimodal Foundation for Therapeutic Science
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Updated
Jul 13, 2025 - Jupyter Notebook
Therapeutics Commons (TDC): Multimodal Foundation for Therapeutic Science
Precision Medicine Knowledge Graph (PrimeKG)
TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools
TxGNN: Zero-shot prediction of therapeutic use with geometric deep learning and clinician centered design
benchmark dataset and Deep learning method (Hierarchical Interaction Network, HINT) for clinical trial approval probability prediction, published in Cell Patterns 2022.
CUREBench @ NeurIPS 2025: Benchmarking AI reasoning for therapeutic decision-making at scale
Combinatorial prediction of therapeutic perturbations using causally-inspired neural networks
Contextual AI models for single-cell protein biology
Generalizable AI predicts immunotherapy outcomes across cancers and treatments
Madrigal: Multimodal AI predicts clinical outcomes of drug combinations from preclinical data
Design and development of Peptide drugs against falciparum Malaria and a Deep learning Web App for Malaria Diagnosis
Web Companion for Generalizable AI predicts immunotherapy outcomes across cancers and treatments
An improved method for predicting of antibacterial peptides using machine learning yechniques
Annotations to terms of the Medical Action Ontology (MAxO)
A DIY Electronic Muscle Stimulating Device for Physiotherapy.
Home Assistant integration for BLE based Beurer
Prediction therapeutic peptides and proteins using machine learning techniques
A project exploring G-protein-coupled receptors (GPCRs) as therapeutic targets for Long COVID using computational analysis and drug repurposing tools.
Lab website
Hardware Project for Oral Morse code with Sensors and actuators. Done in collaboration with Boet Bouten and Nataliia Kaminskaia for Leiden University's Media Technology MSc. course Hardware and Physical Computing
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