AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel Learning

20 February 2018

Papers citing "AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel Learning"

11 / 11 papers shown

Title
Data augmentation with automated machine learning: approaches and performance comparison with classical data augmentation methods A. Mumuni F. Mumuni 70 5 0 13 Mar 2024
Regularized boosting with an increasing coefficient magnitude stop criterion as meta-learner in hyperparameter optimization stacking ensemble Laura Fdez-Díaz J. R. Quevedo E. Montañés 29 3 0 02 Feb 2024
Clairvoyance: A Pipeline Toolkit for Medical Time Series Daniel Jarrett Jinsung Yoon Ioana Bica Zhaozhi Qian A. Ercole M. Schaar AI4TS 34 35 0 28 Oct 2023
Natural Language Processing in Electronic Health Records in Relation to Healthcare Decision-making: A Systematic Review Elias Hossain R. Rana N. Higgins J. Soar P. Barua Anthony R. Pisani Ph. D K. Turner 34 182 0 22 Jun 2023
Deep Pipeline Embeddings for AutoML Sebastian Pineda Arango Josif Grabocka 36 2 0 23 May 2023
Safe AI for health and beyond -- Monitoring to transform a health service Mahed Abroshan Michael C. Burkhart Oscar Giles Sam F. Greenbury Zoe Kourtzi Jack Roberts M. Schaar Jannetta S. Steyn Alan Wilson M. Yong 25 1 0 02 Mar 2023
AutoPrognosis 2.0: Democratizing Diagnostic and Prognostic Modeling in Healthcare with Automated Machine Learning F. Imrie B. Cebere E. McKinney M. Schaar 68 20 0 21 Oct 2022
Synthesising Electronic Health Records: Cystic Fibrosis Patient Group E. Muller Xu Zheng Jer Hayes 42 2 0 14 Jan 2022
CPAS: the UK's National Machine Learning-based Hospital Capacity Planning System for COVID-19 Zhaozhi Qian Ahmed Alaa Mihaela van der Schaar 34 41 0 27 Jul 2020
Auto-Sklearn 2.0: Hands-free AutoML via Meta-Learning Matthias Feurer Katharina Eggensperger Stefan Falkner Marius Lindauer Frank Hutter 35 266 0 08 Jul 2020
Mapping the Landscape of Artificial Intelligence Applications against COVID-19 Joseph Aylett-Bullock A. Luccioni K. H. Pham C. Lam M. Luengo-Oroz AI4CE 44 406 0 25 Mar 2020