Temporal Convolutional Neural Networks for Diagnosis from Lab Tests

25 November 2015

Papers citing "Temporal Convolutional Neural Networks for Diagnosis from Lab Tests"

13 / 13 papers shown

Title
AdaFSNet: Time Series Classification Based on Convolutional Network with a Adaptive and Effective Kernel Size Configuration Haoxiao Wang Bo Peng Jianhua Zhang Xu Cheng AI4TS 41 1 0 28 Apr 2024
Deep Imputation of Missing Values in Time Series Health Data: A Review with Benchmarking Maksims Kazijevs Manar D. Samad BDL AI4TS 38 32 0 10 Feb 2023
Conditional Generation of Medical Time Series for Extrapolation to Underrepresented Populations Simon Bing Andrea Dittadi Stefan Bauer Patrick Schwab SyDa 25 17 0 20 Jan 2022
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
GRU-ODE-Bayes: Continuous modeling of sporadically-observed time series E. Brouwer Jaak Simm Adam Arany Yves Moreau SyDa CML AI4TS 45 290 0 29 May 2019
ISeeU: Visually interpretable deep learning for mortality prediction inside the ICU William Caicedo-Torres Jairo Gutiérrez 14 78 0 24 Jan 2019
Deep EHR: Chronic Disease Prediction Using Medical Notes Jingshu Liu Zachariah Zhang N. Razavian 29 105 0 15 Aug 2018
Dynamic Weight Alignment for Temporal Convolutional Neural Networks Brian Kenji Iwana S. Uchida AI4TS 24 8 0 18 Dec 2017
Predicting Individual Physiologically Acceptable States for Discharge from a Pediatric Intensive Care Unit Cameron Carlin L. Ho D. Ledbetter M. Aczon R. Wetzel LM&MA 20 11 0 18 Dec 2017
Boosting Deep Learning Risk Prediction with Generative Adversarial Networks for Electronic Health Records Zhengping Che Yu Cheng Shuangfei Zhai Zhaonan Sun Yan Liu OOD 27 159 0 06 Sep 2017
ShortFuse: Biomedical Time Series Representations in the Presence of Structured Information M. Fiterau Suvrat Bhooshan Jason Alan Fries Charles Bournhonesque Jennifer Hicks Eni Halilaj Christopher Ré Scott L. Delp AI4TS MedIm 37 22 0 13 May 2017
Exploiting Convolutional Neural Network for Risk Prediction with Medical Feature Embedding Zhengping Che Yu Cheng Zhaonan Sun Yan Liu 20 56 0 25 Jan 2017
Deepr: A Convolutional Net for Medical Records Phuoc Nguyen T. Tran N. Wickramasinghe Svetha Venkatesh MedIm 27 370 0 26 Jul 2016