Charles Lu

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Jayashree Kalpathy-CramerUniversity of ColoradoEmail yang diverifikasi di cuanschutz.edu
Ken ChangStanford UniversityEmail yang diverifikasi di stanford.edu
Ramesh RaskarAssociate Professor, MIT Media LabEmail yang diverifikasi di mit.edu
Praveer SinghAssistant Professor, University of Colorado School of MedicineEmail yang diverifikasi di cuanschutz.edu
Katharina Hoebel, MD, PhDResearch Fellow, Department of Biomedical Informatics, Harvard Medical SchoolEmail yang diverifikasi di hms.harvard.edu
Christopher P. BridgeAssistant Professor of Radiology, Massachusetts General Hospital, Harvard Medical SchoolEmail yang diverifikasi di mgh.harvard.edu
Gauri GuptaMIT | IIT DelhiEmail yang diverifikasi di mit.edu
Sai Praneeth KarimireddyUSCEmail yang diverifikasi di usc.edu
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyEmail yang diverifikasi di cs.berkeley.edu
Sharut GuptaPhD at MIT CSAILEmail yang diverifikasi di mit.edu
Bhawesh KumarGoogle ResearchEmail yang diverifikasi di google.com
Andrew L. BeamCTO FL97, Inc. | Associate Professor, Harvard UniversityEmail yang diverifikasi di hms.harvard.edu
Mehak AggarwalIndian Institute of TechnologyEmail yang diverifikasi di iitd.ac.in
Ashwin VaswaniGoogle Deepmind | Prev: CMU, Google Research, BITS PilaniEmail yang diverifikasi di goa.bits-pilani.ac.in
Anastasios Nikolas AngelopoulosPh.D. Student, UC BerkeleyEmail yang diverifikasi di berkeley.edu
Yaodong YuUniversity of California, BerkeleyEmail yang diverifikasi di berkeley.edu
Praneeth VepakommaMassachusetts Institute of Technology, MBZUAIEmail yang diverifikasi di mit.edu
Abhishek SinghMassachusetts Institute of TechnologyEmail yang diverifikasi di mit.edu

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Charles Lu

Massachusetts Institute of Technology

Email yang diverifikasi di mit.edu - Beranda

Federated learning Conformal prediction Clinical machine learning Data markets


Judul Urutkan menurut kutipan Urutkan menurut tahun Urutkan menurut judul	Dikutip oleh Dikutip oleh	Tahun
Fair conformal predictors for applications in medical imaging C Lu, A Lemay, K Chang, K Höbel, J Kalpathy-Cramer Proceedings of the AAAI Conference on Artificial Intelligence 36 (11), 12008 …, 2022	75	2022
Conformal prediction with large language models for multi-choice question answering B Kumar, C Lu, G Gupta, A Palepu, D Bellamy, R Raskar, A Beam arXiv preprint arXiv:2305.18404, 2023	57	2023
Federated learning for multicenter collaboration in ophthalmology: improving classification performance in retinopathy of prematurity C Lu, A Hanif, P Singh, K Chang, AS Coyner, JM Brown, S Ostmo, ... Ophthalmology Retina 6 (8), 657-663, 2022	33	2022
Improving trustworthiness of AI disease severity rating in medical imaging with ordinal conformal prediction sets C Lu, AN Angelopoulos, S Pomerantz International Conference on Medical Image Computing and Computer-Assisted …, 2022	31	2022
Federated conformal predictors for distributed uncertainty quantification C Lu, Y Yu, SP Karimireddy, M Jordan, R Raskar International Conference on Machine Learning, 22942-22964, 2023	23	2023
Federated learning for multicenter collaboration in ophthalmology: implications for clinical diagnosis and disease epidemiology A Hanif, C Lu, K Chang, P Singh, AS Coyner, JM Brown, S Ostmo, ... Ophthalmology Retina 6 (8), 650-656, 2022	22	2022
Quantification of the thoracic aorta and detection of aneurysm at CT: development and validation of a fully automatic methodology FB de Carvalho Macruz, C Lu, J Strout, A Takigami, R Brooks, S Doyle, ... Radiology: Artificial Intelligence 4 (2), e210076, 2022	20	2022
Distribution-free federated learning with conformal predictions C Lu, J Kalpathy-Cramer arXiv preprint arXiv:2110.07661, 2021	20	2021
Addressing catastrophic forgetting for medical domain expansion S Gupta, P Singh, K Chang, L Qu, M Aggarwal, N Arun, A Vaswani, ... arXiv preprint arXiv:2103.13511, 2021	19	2021
Collaborative privacy-preserving approaches for distributed deep learning using multi-institutional data S Gupta, S Kumar, K Chang, C Lu, P Singh, J Kalpathy-Cramer RadioGraphics 43 (4), e220107, 2023	18	2023
Privacy preservation for federated learning in health care S Pati, S Kumar, A Varma, B Edwards, C Lu, L Qu, JJ Wang, ... Patterns 5 (7), 2024	11	2024
Evaluating subgroup disparity using epistemic uncertainty in mammography C Lu, A Lemay, K Hoebel, J Kalpathy-Cramer arXiv preprint arXiv:2107.02716, 2021	11	2021
Three applications of conformal prediction for rating breast density in mammography C Lu, K Chang, P Singh, J Kalpathy-Cramer arXiv preprint arXiv:2206.12008, 2022	9	2022
CTA large vessel occlusion model MD Herrmann, JF Kalafut, BC Bizzo, CP Bridge, M Lev, CJ Lu, J Hillis US Patent 11,751,832, 2023	6	2023
Name that manufacturer GP Biondetti, R Gauriau, CP Bridge, C Lu, KP Andriole Relating image acquisition bias with task complexity when training deep …, 2020	6	2020
An overview and case study of the clinical AI model development life cycle for healthcare systems C Lu, J Strout, R Gauriau, B Wright, FBDC Marcruz, V Buch, K Andriole arXiv preprint arXiv:2003.07678, 2020	6	2020
Estimating test performance for ai medical devices under distribution shift with conformal prediction C Lu, SR Ahmed, P Singh, J Kalpathy-Cramer arXiv preprint arXiv:2207.05796, 2022	4	2022
Deploying clinical machine learning? Consider the following... C Lu, K Chang, P Singh, S Pomerantz, S Doyle, S Kakarmath, C Bridge, ... arXiv preprint arXiv:2109.06919, 2021	4	2021
Data acquisition via experimental design for decentralized data markets C Lu, B Huang, S Praneeth Karimireddy, P Vepakomma, M Jordan, ... arXiv e-prints, arXiv: 2403.13893, 2024	3	2024
Co-Dream: Collaborative data synthesis with decentralized models A Singh, G Gupta, C Lu, Y Koirala, S Shankar, M Ehab, R Raskar ICML Workshop on Localized Learning (LLW), 2023	3	2023

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