Lu, Charles

1. Fair Conformal Predictors for Applications in Medical Imaging
   2021/09/09 by Charles Lu, Andréanne Lemay, Lu, Charles +7 · 12 citations
   Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
2. Improving Trustworthiness of AI Disease Severity Rating in Medical Imaging with Ordinal Conformal Prediction Sets
   2022/07/05 by Charles Lu, Anastasios N. Angelopoulos, Lu, Charles +3 · 8 citations
   Engineering · Medicine · #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
3. Federated Conformal Predictors for Distributed Uncertainty Quantification
   2023/05/27 by Charles Lu, Yaodong Yu, Lu, Charles +7 · 8 citations
   Mathematics · Medicine · Computer Science · #Statistical Methods and Inference #Radiomics and Machine Learning in Medical Imaging #AI in cancer detection
4. DAVED: Data Acquisition via Experimental Design for Data Markets
   2024/03/20 by Lu, Charles, Huang, Baihe, Karimireddy, Sai Praneeth +3 · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. An Overview and Case Study of the Clinical AI Model Development Life Cycle for Healthcare Systems
   2020/03/02 by Charles Lu, Julia Strout, Lu, Charles +11 · 2 citations
   Medicine · Health Professions · Computer Science · #Artificial Intelligence in Healthcare and Education #Artificial Intelligence in Healthcare #Machine Learning in Healthcare
6. "Name that manufacturer". Relating image acquisition bias with task complexity when training deep learning models: experiments on head CT
   2020/08/19 by Giorgio Pietro Biondetti, Biondetti, Giorgio Pietro, Romane Gauriau +7 · 1 citation
   Medicine · #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
7. Distribution-Free Federated Learning with Conformal Predictions
   2021/10/14 by Lu, Charles, Kalpathy-Cramer, Jayasheree · 1 citation
   #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
8. Three Applications of Conformal Prediction for Rating Breast Density in Mammography
   2022/06/23 by Lu, Charles, Chang, Ken, Singh, Praveer +1 · 1 citation
   #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering