wuys13 / Multi-Drug-Transfer-LearningLinks
Pre-clinical drug discovery faces the low efficiency dilemma. One of the reasons is the lack of cross-drug efficacy evaluation infrastructure at patient level. Here we propose Patient multiple drug learning(P-MDL) task, and construct the P-MDL dataset and model zoo. The best P-MDL model DSN-adv achieve SOTA in all of the 13 tumor types.
☆14Updated 2 years ago
Alternatives and similar repositories for Multi-Drug-Transfer-Learning
Users that are interested in Multi-Drug-Transfer-Learning are comparing it to the libraries listed below
Sorting:
- ☆33Updated 9 months ago
- OriGene: A Self-Evolving Virtual Disease Biologist for Mechanism-Guided Therapeutic Target Discovery☆159Updated last month
- PRnet is a flexible and scalable perturbation-conditioned generative model predicting transcriptional responses to unseen complex perturb…☆62Updated 10 months ago
- ASAP-SML: An Antibody Sequence Analysis Pipeline Using Statistical Testing and Machine Learning☆11Updated 2 years ago
- Awesome AI-aided Drug Discovery☆28Updated last year
- ☆51Updated last year
- Awesome-AI-Virtual-Cell☆117Updated this week
- Code for "LangCell: Language-Cell Pre-training for Cell Identity Understanding".☆62Updated 9 months ago
- A hybrid pipeline to screen compounds with DrugCLIP and Schrodinger☆18Updated last year
- TEIM: TCR-Epitope Interaction Modeling☆52Updated 2 years ago
- Accurate prediction of protein intrinsic disorder and its functions using graph-based interaction protein language model☆22Updated last year
- Gene expression time-series extrapolation for heterogeneous data☆18Updated 2 years ago
- 🧬 Advanced hybrid language model for directed protein evolution. (NeurIPS 2024)☆140Updated 4 months ago
- TransformerCPI: Improving compound–protein interaction prediction by sequence-based deep learning with self-attention mechanism and label…☆149Updated 3 years ago
- Interpretable bilinear attention network with domain adaptation improves drug-target prediction.☆129Updated 2 years ago
- open source code for Tencent tFold☆115Updated 7 months ago
- S-PLM: Structure-aware Protein Language Model via Contrastive Learning between Sequence and Structure☆68Updated 3 months ago
- Nature Methods: RNA foundation model (together with RhoFold)☆312Updated 4 months ago
- ☆103Updated 3 weeks ago
- predicting peptide-protein interactions☆135Updated last year
- ☆48Updated 3 years ago
- ☆18Updated last year
- Large Language Models in Protein: A Comprehensive Survey☆141Updated 6 months ago
- ☆174Updated 3 years ago
- ☆45Updated last year
- Official implement of paper "Multi-purpose RNA Language Modeling with Motif-aware Pre-training and Type-guided Fine-tuning"☆55Updated last year
- [NeurIPS 2023] DrugCLIP: Contrastive Protein-Molecule Representation Learning for Virtual Screening☆112Updated last year
- official repo for scPEFT☆44Updated 3 weeks ago
- ChatMol☆235Updated 7 months ago
- Contextual AI models for single-cell protein biology☆88Updated 8 months ago