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 619 (7969), 357-362, 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 |
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 |
Towards Federated Learning by Kernels K Shin, T Seito, C Liu 2024 10th International Conference on Mechatronics and Robotics Engineering …, 2024 | 1 | 2024 |
754 Prediction of 30-day All-Cause Readmission of Neurosurgery Patients Using Large Language Models L Jiang, C Liu, NP Nejatian, M Nasir-Moin, D Wang, A Abidin, K Eaton, ... Neurosurgery 70 (Supplement_1), 165, 2024 | | 2024 |
227 Spine-tuned Natural Language Models and Bespoke Regular Expression Classifiers for Automated Spinal Surgery Registry Development DA Alber, A Cheung, DB Kurland, KL Sangwon, L Jiang, C Liu, ... Neurosurgery 70 (Supplement_1), 61, 2024 | | 2024 |
Synthetic Data Generation Without Real Data: Uncovering Insights in Malware Detection C Liu, K Maeda, J Takai, K Murota, K Shin Future of Information and Communication Conference, 235-255, 2024 | | 2024 |
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 |
316 Neurosurgical Federated Learning: A Multi-Center Collaboration to Detect Intracranial Hemorrhage Without Directly Sharing Data A Cheung, MN Moin, F Kwon, J Guan, C Liu, L Jiang, C Raimondo, ... Neurosurgery 69 (Supplement_1), 44-45, 2023 | | 2023 |