Diagnosing bias in data-driven algorithms for healthcare

被引:0
|
作者
Jenna Wiens
W. Nicholson Price
Michael W. Sjoding
机构
[1] University of Michigan,Division of Computer Science and Engineering
[2] University of Michigan,Law School
[3] University of Michigan,Department of Internal Medicine
来源
Nature Medicine | 2020年 / 26卷
关键词
D O I
暂无
中图分类号
学科分类号
摘要
A recent analysis highlighting the potential for algorithms to perpetuate existing racial biases in healthcare underscores the importance of thinking carefully about the labels used during algorithm development.
引用
收藏
页码:25 / 26
页数:1
相关论文
共 50 条
  • [31] Data-Driven Forecasting Algorithms for Building Energy Consumption
    Noh, Hae Young
    Rajagopal, Ram
    [J]. SENSORS AND SMART STRUCTURES TECHNOLOGIES FOR CIVIL, MECHANICAL, AND AEROSPACE SYSTEMS 2013, 2013, 8692
  • [32] Genetic algorithms for data-driven web question answering
    Figueroa, Alejandro G.
    Neumann, Guenter
    [J]. EVOLUTIONARY COMPUTATION, 2008, 16 (01) : 89 - 125
  • [33] Data-driven optimal algorithms and their applications to pattern recognition
    Zhang, Huaguang
    Alippi, Cesare
    Zhao, Dongbin
    [J]. NEUROCOMPUTING, 2012, 78 (01) : 1 - 2
  • [34] Data-driven research and healthcare: public trust, data governance and the NHS
    Kerasidou, Angeliki
    Kerasidou, Charalampia
    [J]. BMC MEDICAL ETHICS, 2023, 24 (01)
  • [35] A data-driven approach to diagnosing throughput bottlenecks from a maintenance perspective
    Subramaniyan, Mukund
    Skoogh, Anders
    Muhammad, Azam Sheikh
    Bokrantz, Jon
    Johansson, Bjorn
    Roser, Christoph
    [J]. COMPUTERS & INDUSTRIAL ENGINEERING, 2020, 150 (150)
  • [36] Bias Analysis and Mitigation in Data-Driven Tools Using Provenance
    Moskovitch, Yuval
    Li, Jinyang
    Jagadish, H. V.
    [J]. PROCEEDINGS OF 14TH INTERNATIONAL WORKSHOP ON THE THEORY AND PRACTICE OF PROVENANCE, TAPP 2022, 2022, : 1 - 4
  • [37] Performance Evaluation of Data-driven Intelligent Algorithms for Big data Ecosystem
    Muhammad Junaid
    Sajid Ali
    Isma Farah Siddiqui
    Choonsung Nam
    Nawab Muhammad Faseeh Qureshi
    Jaehyoun Kim
    Dong Ryeol Shin
    [J]. Wireless Personal Communications, 2022, 126 : 2403 - 2423
  • [38] Performance Evaluation of Data-driven Intelligent Algorithms for Big data Ecosystem
    Junaid, Muhammad
    Ali, Sajid
    Siddiqui, Isma Farah
    Nam, Choonsung
    Qureshi, Nawab Muhammad Faseeh
    Kim, Jaehyoun
    Shin, Dong Ryeol
    [J]. WIRELESS PERSONAL COMMUNICATIONS, 2022, 126 (03) : 2403 - 2423
  • [39] Medical Secretaries' Registration Work in the Data-Driven Healthcare Era
    Knudsen, Casper
    Bertelsen, Pernille
    [J]. CARING IS SHARING-EXPLOITING THE VALUE IN DATA FOR HEALTH AND INNOVATION-PROCEEDINGS OF MIE 2023, 2023, 302 : 262 - 266
  • [40] DATA-DRIVEN SIMULATION FOR HEALTHCARE FACILITY UTILIZATION MODELING AND EVALUATION
    Sun, Xuxue
    Li, Mingyang
    Meng, Chao
    Kong, Nan
    Meng, Hongdao
    Hyer, Kathryn
    [J]. 2017 WINTER SIMULATION CONFERENCE (WSC), 2017, : 2869 - 2880