Health system-scale language models are all-purpose prediction engines LY Jiang, XC Liu, NP Nejatian, M Nasir-Moin, D Wang, A Abidin, K Eaton, ... Nature, 1-6, 2023 | 154 | 2023 |
Graph Signal Processing and Deep Learning: Convolution, Pooling, and Topology M Cheung, J Shi, O Wright, LY Jiang, X Liu, JMF Moura IEEE Signal Processing Magazine 37 (6), 139-149, 2020 | 67 | 2020 |
Pooling in Graph Convolutional Neural Networks M Cheung, J Shi, Y Jiang, O Wright, JMF Moura 53rd Asilomar Conference on Signals, Systems, and Computers, 2019 | 16 | 2019 |
Methods and impact for using federated learning to collaborate on clinical research ATM Cheung, M Nasir-Moin, YJF Kwon, J Guan, C Liu, L Jiang, ... Neurosurgery 92 (2), 431-438, 2023 | 6 | 2023 |
Automated, Scalable and Generalizable Deep Learning for Tracking Cortical Spreading Depression Using EEG A Chamanzar, X Liu, LY Jiang, KA Vogt, JMF Moura, P Grover 2021 10th International IEEE/EMBS Conference on Neural Engineering (NER …, 2021 | 5 | 2021 |
Longitudinal deep neural networks for assessing metastatic brain cancer on a massive open benchmark. E Oermann, K Link, Z Schnurman, C Liu, YJF Kwon, LY Jiang, ... | 3 | 2023 |
Language model classifier aligns better with physician word sensitivity than XGBoost on readmission prediction G Yang, M Cao, LY Jiang, XC Liu, A Cheung, H Weiss, D Kurland, K Cho, ... arXiv preprint arXiv:2211.07047, 2022 | 3 | 2022 |
Making the Most Out of the Limited Context Length: Predictive Power Varies with Clinical Note Type and Note Section H Zheng, Y Zhu, LY Jiang, K Cho, EK Oermann arXiv preprint arXiv:2307.07051, 2023 | 2 | 2023 |
Edge Entropy as an Indicator of the Effectiveness of GNNs over CNNs for Node Classification LY Jiang, J Shi, M Cheung, O Wright, JMF Moura 54th Asilomar Conference on Signals, Systems, and Computers, 2020 | 1 | 2020 |
Intriguing Effect of the Correlation Prior on ICD-9 Code Assignment Z Yang, C Zhang, M Wu, X Liu, L Jiang, K Cho, E Oermann Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023 | | 2023 |