Ordinal labels in machine learning: a user-centered approach to improve data validity in medical settings

被引：0
|
作者：
Andrea Seveso
Andrea Campagner
Davide Ciucci
Federico Cabitza
机构：
[1] Dipartimento di Informatica,
[2] Sistemistica e Comunicazione,undefined
[3] Università degli Studi di Milano-Bicocca,undefined
[4] IRCCS Istituto Ortopedico Galeazzi,undefined
来源：
BMC Medical Informatics and Decision Making | / 20卷
关键词：
Ordinal scales; Machine learning; Fuzzy sets; Ground truth;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [1] Ordinal labels in machine learning: a user-centered approach to improve data validity in medical settings
    Seveso, Andrea
    Campagner, Andrea
    Ciucci, Davide
    Cabitza, Federico
    BMC MEDICAL INFORMATICS AND DECISION MAKING, 2020, 20 (Suppl 5)
  • [2] User-Centered Design Approach for a Machine Learning Platform for Medical Purpose
    Garcia-Holgado, Alicia
    Vazquez-Ingelmo, Andrea
    Alonso-Sanchez, Julia
    Garcia-Penalvo, Francisco Jose
    Theron, Roberto
    Sampedro-Gomez, Jesus
    Sanchez-Puente, Antonio
    Vicente-Palacios, Victor
    Dorado-Diaz, P. Ignacio
    Sanchez, Pedro L.
    HUMAN-COMPUTER INTERACTION, HCI-COLLAB, 2021, 1478 : 237 - 249
  • [3] A User-Centered Approach to Gamify the Manual Creation of Training Data for Machine Learning
    Alaghbari S.
    Mitschick A.
    Blichmann G.
    Voigt M.
    Dachselt R.
    i-com, 2021, 20 (01) : 33 - 48
  • [4] A User-Centered Medical Data Sharing Scheme for Privacy-Preserving Machine Learning
    Wang, Lianhai
    Meng, Lingyun
    Liu, Fengkai
    Shao, Wei
    Fu, Kunlun
    Xu, Shujiang
    Zhang, Shuhui
    SECURITY AND COMMUNICATION NETWORKS, 2022, 2022
  • [5] Predicting Privacy Settings with a User-centered Approach
    Watson, Jason
    PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON COLLABORATION TECHNOLOGIES AND SYSTEMS, 2015, : 499 - 500
  • [6] A User-Centered Active Learning Approach for Appliance Recognition
    Shin, Eura
    Khamesi, Atieh R.
    Bahr, Zachary
    Silvestri, Simone
    Baker, D. A.
    2020 IEEE INTERNATIONAL CONFERENCE ON SMART COMPUTING (SMARTCOMP), 2020, : 208 - 213
  • [7] Machine Learning in the Wild: The Case of User-Centered Learning in Cyber Physical Systems
    Khamesi, Atieh R.
    Shin, Eura
    Silvestri, Simone
    2020 INTERNATIONAL CONFERENCE ON COMMUNICATION SYSTEMS & NETWORKS (COMSNETS), 2020,
  • [8] A User-Centered Approach Towards Attention Visualization for Learning Activities
    Andujar, Marvin
    Gilbert, Juan E.
    PROCEEDINGS OF THE 2017 ACM INTERNATIONAL JOINT CONFERENCE ON PERVASIVE AND UBIQUITOUS COMPUTING AND PROCEEDINGS OF THE 2017 ACM INTERNATIONAL SYMPOSIUM ON WEARABLE COMPUTERS (UBICOMP/ISWC '17 ADJUNCT), 2017, : 871 - 876
  • [9] INTELLIGENT EXPLORATION SYSTEM - AN APPROACH FOR USER-CENTERED EXPLORATORY LEARNING
    Nazemi, Kawa
    Breyer, Matthias
    Stab, Christian
    Burkhardt, Dirk
    Fellner, Dieter W.
    EDULEARN10: INTERNATIONAL CONFERENCE ON EDUCATION AND NEW LEARNING TECHNOLOGIES, 2010, : 6476 - 6484
  • [10] User-Centered Design of a Machine Learning Dashboard for Prediction of Postoperative Complications
    Fritz, Bradley A.
    Pugazenthi, Sangami
    Budelier, Thaddeus P.
    Pennington, Bethany R. Tellor
    King, Christopher R.
    Avidan, Michael S.
    Abraham, Joanna
    ANESTHESIA AND ANALGESIA, 2024, 138 (04): : 804 - 813
12345