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Title: CHIL 2022 Invited Non-Archival Papers
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URL Source: https://arxiv.org/html/2205.02752
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Markdown Content:
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CHIL 2022 Invited Non-Archival Papers
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===============
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[arXiv:2205.02752v1](http://arxiv.org/abs/2205.02752v1) [cs.LG] 28 Mar 2022
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CHIL 2022 Invited Non-Archival Papers
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=====================================
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Editors: Gerardo Flores, George H. Chen, Tom Pollard, Joyce C. Ho, Tristan Naumann
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Virtual, April 7 - April 8, 2022
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[arXiv:2203.05174](http://arxiv.org/abs/2203.05174 "Abstract") [[pdf](http://arxiv.org/pdf/2203.05174 "Download PDF"), [other](http://arxiv.org/format/2203.05174 "Other formats")]
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Title: Assessing Phenotype Definitions for Algorithmic Fairness
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[Tony Y. Sun](https://arxiv.org/search?searchtype=author&query=Sun,+T+Y), [Shreyas Bhave](https://arxiv.org/search?searchtype=author&query=Bhave,+S), [Jaan Altosaar](https://arxiv.org/search?searchtype=author&query=Altosaar,+J), [Noémie Elhadad](https://arxiv.org/search?searchtype=author&query=Elhadad,+N)
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Comments: American Medical Informatics Association (AMIA) 2022 - Accepted paper and presentation Conference on Health, Inference, and Learning (CHIL) 2022 - Invited non-archival presentation
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Subjects:Other Quantitative Biology (q-bio.OT); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
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[arXiv:2112.12843](http://arxiv.org/abs/2112.12843 "Abstract") [[pdf](http://arxiv.org/pdf/2112.12843 "Download PDF"), [other](http://arxiv.org/format/2112.12843 "Other formats")]
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Title: Impact of class imbalance on chest x-ray classifiers: towards better evaluation practices for discrimination and calibration performance
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[Candelaria Mosquera](https://arxiv.org/search?searchtype=author&query=Mosquera,+C), [Luciana Ferrer](https://arxiv.org/search?searchtype=author&query=Ferrer,+L), [Diego Milone](https://arxiv.org/search?searchtype=author&query=Milone,+D), [Daniel Luna](https://arxiv.org/search?searchtype=author&query=Luna,+D), [Enzo Ferrante](https://arxiv.org/search?searchtype=author&query=Ferrante,+E)
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Comments: Conference on Health, Inference, and Learning (CHIL) 2022 - Invited non-archival presentation
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Subjects:Computer Vision and Pattern Recognition (cs.CV)
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[arXiv:2203.06245](http://arxiv.org/abs/2203.06245 "Abstract") [[pdf](http://arxiv.org/pdf/2203.06245 "Download PDF"), [other](http://arxiv.org/format/2203.06245 "Other formats")]
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Title: Predatory Medicine: Exploring and Measuring the Vulnerability of Medical AI to Predatory Science
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[Shalini Saini](https://arxiv.org/search?searchtype=author&query=Saini,+S), [Nitesh Saxena](https://arxiv.org/search?searchtype=author&query=Saxena,+N)
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Comments: Conference on Health, Inference, and Learning (CHIL) 2022 - Invited non-archival presentation
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Subjects:Computers and Society (cs.CY)
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[arXiv:2203.12445](http://arxiv.org/abs/2203.12445 "Abstract") [[pdf](http://arxiv.org/pdf/2203.12445 "Download PDF"), [other](http://arxiv.org/format/2203.12445 "Other formats")]
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Title: ShareTrace: Contact Tracing with the Actor Model
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[Ryan Tatton](https://arxiv.org/search?searchtype=author&query=Tatton,+R), [Erman Ayday](https://arxiv.org/search?searchtype=author&query=Ayday,+E), [Youngjin Yoo](https://arxiv.org/search?searchtype=author&query=Yoo,+Y), [Anisa Halimi](https://arxiv.org/search?searchtype=author&query=Halimi,+A)
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Comments: To be published in IEEE HealthCom 2022 Conference Proceedings; added mathematical detail about message reachability; improved explanations of algorithms and figures, updated conclusion, fixed typos, results unchanged; 6 pages with 3 figures
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Subjects:Distributed, Parallel, and Cluster Computing (cs.DC); Social and Information Networks (cs.SI)
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[arXiv:2203.13004](http://arxiv.org/abs/2203.13004 "Abstract") [[pdf](http://arxiv.org/pdf/2203.13004 "Download PDF"), [other](http://arxiv.org/format/2203.13004 "Other formats")]
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Title: Using Orientation to Distinguish Overlapping Chromosomes
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[Daniel Kluvanec](https://arxiv.org/search?searchtype=author&query=Kluvanec,+D), [Thomas B. Phillips](https://arxiv.org/search?searchtype=author&query=Phillips,+T+B), [Kenneth J. W. McCaffrey](https://arxiv.org/search?searchtype=author&query=McCaffrey,+K+J+W), [Noura Al Moubayed](https://arxiv.org/search?searchtype=author&query=Moubayed,+N+A)
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Comments: Conference for Health, Inference, and Learning (CHIL) 2022 - Invited non-archival presentation
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Subjects:Machine Learning (cs.LG)
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