Risk Prediction and Machine Learning A Case-Based Overview

被引：3
|
作者：
Balczewski, Emily A. A. [1 ,2 ]
Cao, Jie [2 ]
Singh, Karandeep [3 ,4 ,5 ,6 ]
机构：
[1] Univ Michigan, Med Sch, Med Scientist Training Program, Ann Arbor, MI 48109 USA
[2] Univ Michigan, Med Sch, Dept Computat Med & Bioinformat, Ann Arbor, MI 48109 USA
[3] Univ Michigan, Med Sch, Dept Learning Hlth Sci, Ann Arbor, MI 48109 USA
[4] Univ Michigan, Med Sch, Dept Internal Med, Ann Arbor, MI 48109 USA
[5] Univ Michigan, Sch Informat, Ann Arbor, MI 48109 USA
[6] Univ Michigan, Dept Learning Hlth Sci, 1161H NIB,300 N Ingalls St, Ann Arbor, MI 48109 USA
来源：
CLINICAL JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY | 2023年 / 18卷 / 04期
关键词：
artificial intelligence and machine learning in nephrology series; risk prediction; machine learning;
D O I：
10.2215/CJN.0000000000000083
中图分类号：
R5 [内科学]; R69 [泌尿科学（泌尿生殖系疾病）];
学科分类号：
1002 ; 100201 ;
摘要：
引用
收藏
页码：524 / 526
页数：3
相关论文
共 50 条
  • [31] An Overview and Comparison of Case-Based Reasoning Frameworks
    Schultheis, Alexander
    Zeyen, Christian
    Bergmann, Ralph
    CASE-BASED REASONING RESEARCH AND DEVELOPMENT, ICCBR 2023, 2023, 14141 : 327 - 343
  • [32] The Neuronal Ceroid Lipofuscinoses: A Case-Based Overview
    Grisolia, Michele
    Sestito, Simona
    Ceravolo, Ferdinando
    Invernizzi, Federica
    Salpietro, Vincenzo
    Polizzi, Agata
    Ruggieri, Martino
    Garavaglia, Barbara
    Concolino, Daniela
    JOURNAL OF PEDIATRIC BIOCHEMISTRY, 2016, 6 (01) : 60 - 65
  • [33] Nutrition in liver cirrhosis: a case-based overview
    Dhaliwal, Amritpal
    Towey, Jennifer
    Lord, Janet M.
    Armstrong, Matthew
    Elsharkawy, Ahmed Mohamed
    FRONTLINE GASTROENTEROLOGY, 2020, 11 (02) : 155 - 161
  • [34] Case-based reasoning for financial prediction
    Simic, D
    Budimac, Z
    Kurbalija, V
    Ivanovic, M
    INNOVATIONS IN APPLIED ARTIFICIAL INTELLIGENCE, 2005, 3533 : 839 - 841
  • [35] Study on Case-based reasoning-inspired approaches to machine-learning
    Teng Zhe
    Chen Jian
    Xia Huicheng
    2015 INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION, BIG DATA AND SMART CITY (ICITBS), 2016, : 760 - 763
  • [36] A hybrid approach of extreme learning machine and case-based reasoning to data mining
    Song, Chunning, 1600, Binary Information Press (10):
  • [37] Case-based curve behaviour prediction
    Kurbalija, Vladimir
    Ivanovic, Mirjana
    Budimac, Zoran
    SOFTWARE-PRACTICE & EXPERIENCE, 2009, 39 (01): : 81 - 103
  • [38] Case-based prediction-A survey
    Badra, Fadi
    Lesot, Marie-Jeanne
    INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2023, 158
  • [39] Case-based software quality prediction
    Ganesan, K
    Khoshgoftaar, TM
    Allen, EB
    INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING, 2000, 10 (02) : 139 - 152
  • [40] Probabilistic indexing for case-based prediction
    Faltings, B
    CASE-BASED REASONING RESEARCH AND DEVELOPMENT, 1997, 1266 : 611 - 622
12345