| A whole-slide foundation model for digital pathology from real-world data H Xu, N Usuyama, J Bagga, S Zhang, R Rao, T Naumann, C Wong, ... Nature 630 (8015), 181-188, 2024 | 195 | 2024 |
| Biomedclip: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs S Zhang, Y Xu, N Usuyama, H Xu, J Bagga, R Tinn, S Preston, R Rao, ... arXiv preprint arXiv:2303.00915, 2023 | 163 | 2023 |
| Deep flanking sequence engineering for efficient promoter design using DeepSEED P Zhang, H Wang, H Xu, L Wei, L Liu, Z Hu, X Wang Nature communications 14 (1), 6309, 2023 | 37 | 2023 |
| Learning dynamic graph embedding for traffic flow forecasting: A graph self-attentive method Z Kang, H Xu, J Hu, X Pei 2019 IEEE intelligent transportation systems conference (ITSC), 2570-2576, 2019 | 24 | 2019 |
| Multilingual translation for zero-shot biomedical classification using BioTranslator H Xu, A Woicik, H Poon, RB Altman, S Wang Nature Communications 14 (1), 738, 2023 | 22 | 2023 |
| ARIC: accurate and robust inference of cell type proportions from bulk gene expression or DNA methylation data W Zhang, H Xu, R Qiao, B Zhong, X Zhang, J Gu, X Zhang, L Wei, X Wang Briefings in Bioinformatics 23 (1), bbab362, 2022 | 21 | 2022 |
| S3: Side-channel attack on stylus pencil through sensors H Farrukh, T Yang, H Xu, Y Yin, H Wang, ZB Celik Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2021 | 20 | 2021 |
| Training small multimodal models to bridge biomedical competency gap: A case study in radiology imaging JMZ Chaves, SC Huang, Y Xu, H Xu, N Usuyama, S Zhang, F Wang, ... CoRR, 2024 | 19 | 2024 |
| Protranslator: zero-shot protein function prediction using textual description H Xu, S Wang International conference on research in computational molecular biology, 279-294, 2022 | 19 | 2022 |
| Poisoning medical knowledge using large language models J Yang, H Xu, S Mirzoyan, T Chen, Z Liu, Z Liu, W Ju, L Liu, Z Xiao, ... Nature Machine Intelligence 6 (10), 1156-1168, 2024 | 12 | 2024 |
| When an image is worth 1,024 x 1,024 words: A case study in computational pathology W Wang, S Ma, H Xu, N Usuyama, J Ding, H Poon, F Wei arXiv preprint arXiv:2312.03558, 2023 | 12 | 2023 |
| Poisoning scientific knowledge using large language models J Yang, H Xu, S Mirzoyan, T Chen, Z Liu, W Ju, L Liu, M Zhang, S Wang bioRxiv, 2023.11. 06.565928, 2023 | 12 | 2023 |
| A bioactivity foundation model using pairwise meta-learning B Feng, Z Liu, N Huang, Z Xiao, H Zhang, S Mirzoyan, H Xu, J Hao, Y Xu, ... Nature Machine Intelligence 6 (8), 962-974, 2024 | 10 | 2024 |
| Towards a clinically accessible radiology foundation model: open-access and lightweight, with automated evaluation JMZ Chaves, SC Huang, Y Xu, H Xu, N Usuyama, S Zhang, F Wang, ... arXiv preprint arXiv:2403.08002, 2024 | 10 | 2024 |
| cfDNApipe: a comprehensive quality control and analysis pipeline for cell-free DNA high-throughput sequencing data W Zhang, L Wei, J Huang, B Zhong, J Li, H Xu, S He, Y Liu, J Liu, H Lv, ... Bioinformatics 37 (22), 4251-4252, 2021 | 8 | 2021 |
| GraphPrompt: Graph-based prompt templates for biomedical synonym prediction H Xu, J Zhang, Z Wang, S Zhang, M Bhalerao, Y Liu, D Zhu, S Wang Proceedings of the AAAI Conference on Artificial Intelligence 37 (9), 10576 …, 2023 | 6 | 2023 |
| GPro: generative AI-empowered toolkit for promoter design H Wang, Q Du, Y Wang, H Xu, Z Wei, X Wang Bioinformatics 40 (3), btae123, 2024 | 5 | 2024 |
| BiomedCLIP: A multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs. arXiv 2023 S Zhang, Y Xu, N Usuyama, H Xu, J Bagga, R Tinn, S Preston, R Rao, ... arXiv preprint arXiv:2303.00915, 0 | 5 | |
| A multimodal biomedical foundation model trained from fifteen million image–text pairs S Zhang, Y Xu, N Usuyama, H Xu, J Bagga, R Tinn, S Preston, R Rao, ... NEJM AI 2 (1), AIoa2400640, 2025 | 4 | 2025 |
| Pisces: A cross-modal contrastive learning approach to synergistic drug combination prediction J Lin, H Xu, A Woicik, J Ma, S Wang bioRxiv, 2022.11. 21.517439, 2022 | 4 | 2022 |
Sheng WangAssistant Professor at University of WashingtonE-mailová adresa ověřena na: uw.edu