Search Results - RepositoryStats

174

1.0k

mit

27

Therapeutics Commons (TDC-2): Multimodal Foundation for Therapeutic Science

biology biotech datasets medicine chemistry benchmarks biomedicine therapeutics deep-learning bioinformatics drug-discovery cheminformatics machine-learning precision-medicine artificial-intelligence

Created 2020-09-17

1,224 commits to main branch, last one 9 days ago

PrimeKG mims-harvard

91

418

mit

13

Precision Medicine Knowledge Graph (PrimeKG)

dataset therapeutics bioinformatics knowledge-graph network-medicine precision-medicine nlp-machine-learning graph-machine-learning

Created 2022-04-18

66 commits to main branch, last one 5 months ago

TxGNN mims-harvard

33

135

mit

5

TxGNN: Zero-shot prediction of therapeutic use with geometric deep learning and clinician centered design

drug-design therapeutics drug-discovery knowledge-graph precision-medicine graph-neural-networks geometric-deep-learning indications-and-warning

Created 2022-08-24

15 commits to main branch, last one 6 months ago

clinical-trial-outcome-prediction futianfan

30

102

unknown

2

benchmark dataset and Deep learning method (Hierarchical Interaction Network, HINT) for clinical trial approval probability prediction, published in Cell Patterns 2022.

dataset benchmark drug-design therapeutics clinical-data deep-learning life-sciences clinical-trials drug-development machine-learning clinical-research benchmark-datasets dataset-generation graph-neural-networks clinical-research-data-warehouse

Created 2021-02-18

180 commits to main branch, last one about a year ago

PINNACLE mims-harvard

18

73

mit

3

Contextual AI models for single-cell protein biology

proteins contextual therapeutics context-aware graph-neural-networks geometric-deep-learning

Created 2023-07-10

96 commits to main branch, last one about a month ago