Rethinking clinical prediction: Why machine learning must consider year of care and feature aggregation

30 November 2018

Papers citing "Rethinking clinical prediction: Why machine learning must consider year of care and feature aggregation"

6 / 6 papers shown

Title
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
Mind the Performance Gap: Examining Dataset Shift During Prospective Validation Erkin Ötleş Jeeheh Oh Benjamin Li Michelle Bochinski Hyeon Joo ... E. Shenoy L. Washer V. Young Krishna Rao Jenna Wiens OOD 9 14 0 23 Jul 2021
Temporal Pointwise Convolutional Networks for Length of Stay Prediction in the Intensive Care Unit Emma Rocheteau Pietro Lio Stephanie L. Hyland OOD 24 57 0 18 Jul 2020
"The Human Body is a Black Box": Supporting Clinical Decision-Making with Deep Learning M. Sendak M. C. Elish M. Gao Joseph D. Futoma W. Ratliff M. Nichols A. Bedoya S. Balu Cara O'Brien HAI 19 167 0 19 Nov 2019
ISTHMUS: Secure, Scalable, Real-time and Robust Machine Learning Platform for Healthcare Akshay Arora Arun Nethi Priyanka P. Kharat Vency Verghese Grant Jenkins Steve Miff Vikas Chowdhry Tianlin Li OOD 18 7 0 29 Sep 2019
Recurrent Neural Networks for Multivariate Time Series with Missing Values Zhengping Che S. Purushotham Kyunghyun Cho David Sontag Yan Liu AI4TS 246 1,900 0 06 Jun 2016