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Benjamin P Danek
Benjamin P Danek
University of Illinois Urbana Champaign
Correu electrònic verificat a illinois.edu - Pàgina d'inici
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Pyhealth: A deep learning toolkit for healthcare applications
C Yang, Z Wu, P Jiang, Z Lin, J Gao, BP Danek, J Sun
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
22*2023
PyHealth: A deep learning toolkit for healthcare predictive modeling
C Yang, Z Wu, P Jiang, Z Lin, J Gao, B Danek, J Sun
Proceedings of the 27th ACM SIGKDD International Conference on Knowledge …, 2023
162023
Federated Learning for multi-omics: a performance evaluation in Parkinson’s disease
BP Danek, MB Makarious, A Dadu, D Vitale, PS Lee, AB Singleton, ...
Patterns 5 (3), 2024
92024
A perspective for adapting generalist ai to specialized medical ai applications and their challenges
Z Wang, H Wang, B Danek, Y Li, C Mack, H Poon, Y Wang, P Rajpurkar, ...
arXiv preprint arXiv:2411.00024, 2024
42024
Accelerating clinical evidence synthesis with large language models
Z Wang, L Cao, B Danek, Q Jin, Z Lu, J Sun
arXiv preprint arXiv:2406.17755, 2024
32024
Can Large Language Models Replace Data Scientists in Clinical Research?
Z Wang, B Danek, Z Yang, Z Chen, J Sun
arXiv preprint arXiv:2410.21591, 2024
12024
Improving medical machine learning models with generative balancing for equity and excellence
B Theodorou, B Danek, V Tummala, SP Kumar, B Malin, J Sun
npj Digital Medicine 8 (1), 100, 2025
2025
CARDBiomedBench: A Benchmark for Evaluating Large Language Model Performance in Biomedical Research
O Bianchi, M Willey, CX Avarado, B Danek, M Khani, N Kuznetsov, ...
bioRxiv, 2025.01. 15.633272, 2025
2025
FairPlay: Improving Medical Machine Learning Models with Generative Balancing for Equity and Excellence
B Theodorou, B Danek, V Tummala, SP Kumar, B Malin, J Sun
2024
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