Auditing Algorithmic Fairness in Machine Learning for Health with Severity-Based LOGAN

16 November 2022

Papers citing "Auditing Algorithmic Fairness in Machine Learning for Health with Severity-Based LOGAN"

7 / 7 papers shown

Title
Launching into clinical space with medspaCy: a new clinical text processing toolkit in Python Hannah Eyre Alec B. Chapman Kelly S. Peterson Jianlin Shi Patrick R. Alba Makoto M. Jones T. Box S. Duvall Performance Integration 60 81 0 14 Jun 2021
Ethical Machine Learning in Health Care Irene Y. Chen Emma Pierson Sherri Rose Shalmali Joshi Kadija Ferryman Marzyeh Ghassemi AILaw 88 389 0 22 Sep 2020
An Empirical Characterization of Fair Machine Learning For Clinical Risk Prediction Stephen Pfohl Agata Foryciarz N. Shah FaML 102 113 0 20 Jul 2020
Hurtful Words: Quantifying Biases in Clinical Contextual Word Embeddings H. Zhang Amy X. Lu Mohamed Abdalla Matthew B. A. McDermott Marzyeh Ghassemi 69 175 0 11 Mar 2020
ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission Kexin Huang Jaan Altosaar Rajesh Ranganath OOD 133 909 0 10 Apr 2019
Publicly Available Clinical BERT Embeddings Emily Alsentzer John R. Murphy Willie Boag W. Weng Di Jin Tristan Naumann Matthew B. A. McDermott AI4MH 208 1,988 0 06 Apr 2019
Multitask learning and benchmarking with clinical time series data Hrayr Harutyunyan Hrant Khachatrian David C. Kale Greg Ver Steeg Aram Galstyan OOD AI4TS 200 883 0 22 Mar 2017