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2020 – today
- 2023
[i12]Charles Lu, Yaodong Yu, Sai Praneeth Karimireddy, Michael I. Jordan, Ramesh Raskar:
Federated Conformal Predictors for Distributed Uncertainty Quantification. CoRR abs/2305.17564 (2023)- 2022
- [c7]Charles Lu, Andréanne Lemay, Ken Chang, Katharina Höbel, Jayashree Kalpathy-Cramer:
Fair Conformal Predictors for Applications in Medical Imaging. AAAI 2022: 12008-12016 - [c6]Charles Lu
, Anastasios N. Angelopoulos, Stuart R. Pomerantz:
Improving Trustworthiness of AI Disease Severity Rating in Medical Imaging with Ordinal Conformal Prediction Sets. MICCAI (8) 2022: 545-554 - [i11]Charles Lu, Ken Chang, Praveer Singh, Jayashree Kalpathy-Cramer:
Three Applications of Conformal Prediction for Rating Breast Density in Mammography. CoRR abs/2206.12008 (2022) - [i10]Charles Lu, Anastasios N. Angelopoulos, Stuart R. Pomerantz:
Improving Trustworthiness of AI Disease Severity Rating in Medical Imaging with Ordinal Conformal Prediction Sets. CoRR abs/2207.02238 (2022) - [i9]Charles Lu, Syed Rakin Ahmed, Praveer Singh, Jayashree Kalpathy-Cramer:
Estimating Test Performance for AI Medical Devices under Distribution Shift with Conformal Prediction. CoRR abs/2207.05796 (2022) - 2021
- [i8]Sharut Gupta, Praveer Singh, Ken Chang, Liangqiong Qu, Mehak Aggarwal, Nishanth Thumbavanam Arun, Ashwin Vaswani, Shruti Raghavan, Vibha Agarwal, Mishka Gidwani, Katharina Hoebel, Jay B. Patel, Charles Lu, Christopher P. Bridge, Daniel L. Rubin, Jayashree Kalpathy-Cramer:
Addressing catastrophic forgetting for medical domain expansion. CoRR abs/2103.13511 (2021) - [i7]Charles Lu, Andréanne Lemay, Katharina Hoebel, Jayashree Kalpathy-Cramer:
Evaluating subgroup disparity using epistemic uncertainty in mammography. CoRR abs/2107.02716 (2021) - [i6]Charles Lu, Andréanne Lemay, Ken Chang, Katharina Hoebel, Jayashree Kalpathy-Cramer:
Fair Conformal Predictors for Applications in Medical Imaging. CoRR abs/2109.04392 (2021) - [i5]Charles Lu, Ken Chang, Praveer Singh, Stuart R. Pomerantz, Sean Doyle, Sujay Kakarmath, Christopher P. Bridge, Jayashree Kalpathy-Cramer:
Deploying clinical machine learning? Consider the following... CoRR abs/2109.06919 (2021) - [i4]Charles Lu, Jayashree Kalpathy-Cramer:
Distribution-Free Federated Learning with Conformal Predictions. CoRR abs/2110.07661 (2021) - 2020
- [i3]Charles Lu, Julia Strout, Romane Gauriau, Bradley Wright, Fabiola Bezerra De Carvalho Marcruz, Varun Buch, Katherine P. Andriole:
An Overview and Case Study of the Clinical AI Model Development Life Cycle for Healthcare Systems. CoRR abs/2003.07678 (2020) - [i2]Giorgio Pietro Biondetti, Romane Gauriau, Christopher P. Bridge, Charles Lu, Katherine P. Andriole:
"Name that manufacturer". Relating image acquisition bias with task complexity when training deep learning models: experiments on head CT. CoRR abs/2008.08525 (2020)
2010 – 2019
- 2018
- [c5]Michael Concato, Charles Lu, Farah Kidwai, Cynthia Brandt, Kei Cheung:
A Common Web Interface Provides Access to Clinical Databases Using REDCap and Python. AMIA 2018 - [i1]Charles Lu, Maurice Marx, Maliha Zahid, Cecilia W. Lo, Chakra Chennubhotla, Shannon P. Quinn:
Stacked Neural Networks for end-to-end ciliary motion analysis. CoRR abs/1803.07534 (2018) - 2017
- [c4]Charles Lu, Shannon Quinn:
Classification of Ciliary Motion with 3D Convolutional Neural Networks. ACM Southeast Regional Conference 2017: 235-238 - 2015
- [j3]Malachi Griffith, Obi L. Griffith, Scott M. Smith, Avinash Ramu, Matthew B. Callaway, Anthony M. Brummett, Michael J. Kiwala, Adam C. Coffman, Allison A. Regier, Benjamin J. Oberkfell, Gabriel E. Sanderson, Thomas P. Mooney, Nathaniel G. Nutter, Edward A. Belter, Feiyu Du, Robert L. Long, Travis E. Abbott, Ian T. Ferguson, David L. Morton, Mark M. Burnett, James V. Weible, Joshua B. Peck, Adam Dukes, Joshua F. McMichael, Justin T. Lolofie, Brian R. Derickson, Jasreet Hundal, Zachary L. Skidmore, Benjamin J. Ainscough, Nathan D. Dees, William S. Schierding, Cyriac Kandoth, Kyung H. Kim, Charles Lu, Christopher C. Harris, Nicole Maher, Christopher A. Maher, Vincent J. Magrini, Benjamin S. Abbott, Ken Chen, Eric Clark, Indraniel Das, Xian Fan, Amy E. Hawkins, Todd G. Hepler, Todd N. Wylie, Shawn M. Leonard, William E. Schroeder, Xiaoqi Shi, Lynn K. Carmichael, Matthew R. Weil, Richard W. Wohlstadter, Gary Stiehr, Michael D. McLellan, Craig S. Pohl, Christopher A. Miller, Daniel C. Koboldt, Jason R. Walker, James M. Eldred, David E. Larson, David J. Dooling, Li Ding, Elaine R. Mardis, Richard K. Wilson:
Genome Modeling System: A Knowledge Management Platform for Genomics. PLoS Comput. Biol. 11(7) (2015) - 2014
- [j2]Beifang Niu, Kai Ye, Qunyuan Zhang, Charles Lu, Mingchao Xie, Michael D. McLellan, Michael C. Wendl, Li Ding:
MSIsensor: microsatellite instability detection using paired tumor-normal sequence data. Bioinform. 30(7): 1015-1016 (2014)
2000 – 2009
- 2009
- [j1]Edoardo M. Airoldi, Curtis Huttenhower, David Gresham, Charles Lu, Amy A. Caudy, Maitreya J. Dunham, James R. Broach, David Botstein, Olga G. Troyanskaya:
Predicting Cellular Growth from Gene Expression Signatures. PLoS Comput. Biol. 5(1) (2009) - 2005
- [c3]Cynthia Brandt, Charles Lu, Prakash M. Nadkarni:
Automating Identification of Adverse Events Related to Abnormal Lab Results Using Standard Vocabularies. AMIA 2005 - 2003
- [c2]Cynthia Brandt, Aniruddha M. Deshpande, Charles Lu, Gowri Ananth, Kexin Sun, Rohit Gadagkar, Richard Morse, Cesar Rodriguez, Perry L. Miller, Prakash M. Nadkarni:
TrialDB: A Web-based Clinical Study Data Management System AMIA 2003 Open Source Expo. AMIA 2003
1990 – 1999
- 1999
- [c1]Perry L. Miller, Sandra J. Frawley, Charles Lu, Karleen Hanna, Michael Ezekowitz:
Demonstration of TrialTracker: A Customizable Database for Managing Administrative Data for Clinical Trials. AMIA 1999
Coauthor Index
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last updated on 2023-06-07 22:46 CEST by the dblp team
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