Mark P. Sendak, Gaurav Sirdeshmukh, Timothy Ochoa, Hayley Premo, Linda Tang, Kira Niederhoffer, Sarah Reed, Kaivalya Deshpande, Emily Sterrett, Melissa Bauer, Laurie Snyder, Afreen Shariff, David Whellan, Jeffrey Riggio, David Gaieski, Kristin Corey, Megan Richards, Michael Gao, Marshall Nichols, Bradley Heintze, William Knechtle, William Ratliff, Suresh Balu. Development and Validation of ML-DQA - a Machine Learning Data Quality Assurance Framework for Healthcare. In Zachary C. Lipton, Rajesh Ranganath, Mark P. Sendak, Michael W. Sjoding, Serena Yeung, editors, Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA. Volume 182 of Proceedings of Machine Learning Research, pages 741-759, PMLR, 2022. [doi]
@inproceedings{SendakSOPTNRDSB22,
title = {Development and Validation of ML-DQA - a Machine Learning Data Quality Assurance Framework for Healthcare},
author = {Mark P. Sendak and Gaurav Sirdeshmukh and Timothy Ochoa and Hayley Premo and Linda Tang and Kira Niederhoffer and Sarah Reed and Kaivalya Deshpande and Emily Sterrett and Melissa Bauer and Laurie Snyder and Afreen Shariff and David Whellan and Jeffrey Riggio and David Gaieski and Kristin Corey and Megan Richards and Michael Gao and Marshall Nichols and Bradley Heintze and William Knechtle and William Ratliff and Suresh Balu},
year = {2022},
url = {https://proceedings.mlr.press/v182/sendak22a.html},
researchr = {https://researchr.org/publication/SendakSOPTNRDSB22},
cites = {0},
citedby = {0},
pages = {741-759},
booktitle = {Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA},
editor = {Zachary C. Lipton and Rajesh Ranganath and Mark P. Sendak and Michael W. Sjoding and Serena Yeung},
volume = {182},
series = {Proceedings of Machine Learning Research},
publisher = {PMLR},
}