A visual analytics system for multi-model comparison on clinical data predictions
Authors:
- Yiran LiYLYiran Li
- Takanori FujiwaraTFTakanori Fujiwara
- Yong K. ChoiYCYong K. Choi
- Katherine K. KimKKKatherine K. Kim
- Kwan-Liu MaKMKwan-Liu Ma
Open Access
- 1 June 2020
- journal article
- research article
- Published by Elsevier in Visual Informatics
- Vol. 4 (2) , 122-131
Abstract
No abstract availableKeywords
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Funding Information
- Center for Information Technology Research in the Interest of Society
This publication has 31 references indexed in Scilit:
- MIMIC-III, a freely accessible critical care databaseScientific Data, 2016
- Intelligible Models for HealthCare2015
- Detecting Novel Associations in Large Data SetsScience, 2011
- Prediction of 3‐yr cadaveric graft survival based on pre‐transplant variables in a large national datasetClinical Transplantation, 2003
- Greedy function approximation: A gradient boosting machine.The Annals of Statistics, 2001
- Algorithmic Stability and Sanity-Check Bounds for Leave-One-Out Cross-ValidationNeural Computation, 1999
- On the posterior-probability estimate of the error rate of nonparametric classification rulesIEEE Transactions on Information Theory, 1994
- The Proof and Measurement of Association between Two ThingsThe American Journal of Psychology, 1987
- Robust Locally Weighted Regression and Smoothing ScatterplotsJournal of the American Statistical Association, 1979
- Distribution-free performance bounds for potential function rulesIEEE Transactions on Information Theory, 1979