Scientific discovery in the age of artificial intelligence H Wang, T Fu, Y Du, W Gao, K Huang, Z Liu, P Chandak, S Liu, ... Nature 620 (7972), 47-60, 2023 | 422 | 2023 |
Building a knowledge graph to enable precision medicine P Chandak, K Huang, M Zitnik Scientific Data 10 (1), 67, 2023 | 147 | 2023 |
Using machine learning to identify adverse drug effects posing increased risk to women P Chandak, NP Tatonetti Patterns 1 (7), 2020 | 33* | 2020 |
Extending the Nested Model for User-Centric XAI: A Design Study on GNN-based Drug Repurposing Q Wang, K Huang, P Chandak, M Zitnik, N Gehlenborg IEEE Transactions on Visualization and Computer Graphics 29 (1), 1266-1276, 2022 | 30 | 2022 |
Zero-shot prediction of therapeutic use with geometric deep learning and clinician centered design K Huang, P Chandak, Q Wang, S Havaldar, A Vaid, J Leskovec, ... medRxiv, 2023.03. 19.23287458, 2023 | 12* | 2023 |
Contrastive Pre-Training for Multimodal Medical Time Series A Raghu, P Chandak, R Alam, J Guttag, C Stultz NeurIPS 2022 Workshop on Learning from Time Series for Health, 2022 | 9 | 2022 |
Sequential multi-dimensional self-supervised learning for clinical time series A Raghu, P Chandak, R Alam, J Guttag, C Stultz International Conference on Machine Learning, 28531-28548, 2023 | 3 | 2023 |
Building a knowledge graph to enable precision medicine. Scientific Data 10, 1 (2023), 67 P Chandak, K Huang, M Zitnik | 3 | 2023 |
Interactive Visual Explanations for Deep Drug Repurposing Q Wang, K Huang, P Chandak, N Gehlenborg, M Zitnik | 1 | 2021 |
Event-Based Contrastive Learning for Medical Time Series H Jeong, N Oufattole, A Balagopalan, M Mcdermott, P Chandak, ... arXiv preprint arXiv:2312.10308, 2023 | | 2023 |
Deep Learning for EEG‐Based Alzheimer’s Disease Diagnosis X Zhang, Y Wang, P Chandak, Z He Alzheimer's & Dementia 19, e071575, 2023 | | 2023 |
Zero-shot prediction of therapeutic use with geometric deep learning and clinician centered design. medRxiv K Huang, P Chandak, Q Wang, S Havaldar, A Vaid, J Leskovec, ... | | 2023 |
Towards Usable Explanations: Extending the Nested Model of Visualization Design for User-Centric XAI Q Wang, K Huang, P Chandak, M Zitnik, N Gehlenborg | | |