End-to-end Deep Learning from Raw Sensor Data: Atrial Fibrillation
Detection using Wearables

End-to-end Deep Learning from Raw Sensor Data: Atrial Fibrillation Detection using Wearables

27 July 2018

Igor Gotlibovych

Stuart Crawford

Papers citing "End-to-end Deep Learning from Raw Sensor Data: Atrial Fibrillation Detection using Wearables"

17 / 17 papers shown

Title
Detection of Paroxysmal Atrial Fibrillation using Attention-based Bidirectional Recurrent Neural Networks S. Shashikumar Amit J. Shah Gari D. Clifford S. Nemati 36 78 0 07 May 2018
Convolutional Recurrent Neural Networks for Electrocardiogram Classification Martin Zihlmann Dmytro Perekrestenko Michael Tschannen 59 215 0 17 Oct 2017
Cardiologist-Level Arrhythmia Detection with Convolutional Neural Networks Pranav Rajpurkar Awni Y. Hannun Masoumeh Haghpanahi Codie Bourn A. Ng 57 747 0 06 Jul 2017
Data Augmentation of Wearable Sensor Data for Parkinson's Disease Monitoring using Convolutional Neural Networks T. T. Um Franz MJ Pfister Daniel C. Pichler Satoshi Endo Muriel Lang Sandra Hirche U. Fietzek Dana Kulić 83 673 0 02 Jun 2017
Time Series Classification from Scratch with Deep Neural Networks: A Strong Baseline Zhiguang Wang Weizhong Yan Tim Oates AI4TS 60 1,650 0 20 Nov 2016
WaveNet: A Generative Model for Raw Audio Aaron van den Oord Sander Dieleman Heiga Zen Karen Simonyan Oriol Vinyals Alex Graves Nal Kalchbrenner A. Senior Koray Kavukcuoglu DiffM 356 7,381 0 12 Sep 2016
A guide to convolution arithmetic for deep learning Vincent Dumoulin Francesco Visin FAtt 3DH HAI 58 1,539 0 23 Mar 2016
A Theoretically Grounded Application of Dropout in Recurrent Neural Networks Y. Gal Zoubin Ghahramani UQCV DRL BDL 153 1,650 0 16 Dec 2015
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.9K 193,426 0 10 Dec 2015
Fast and Accurate Recurrent Neural Network Acoustic Models for Speech Recognition Hasim Sak A. Senior Kanishka Rao F. Beaufays 67 436 0 24 Jul 2015
Training Very Deep Networks R. Srivastava Klaus Greff Jürgen Schmidhuber 129 1,677 0 22 Jul 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 417 43,234 0 11 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.4K 149,842 0 22 Dec 2014
Deep Speech: Scaling up end-to-end speech recognition Awni Y. Hannun Carl Case Jared Casper Bryan Catanzaro G. Diamos ... R. Prenger S. Satheesh Shubho Sengupta Adam Coates A. Ng 176 2,124 0 17 Dec 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.4K 39,472 0 01 Sep 2014
Return of the Devil in the Details: Delving Deep into Convolutional Nets Ken Chatfield Karen Simonyan Andrea Vedaldi Andrew Zisserman FAtt 202 3,416 0 14 May 2014
Modern hierarchical, agglomerative clustering algorithms Daniel Müllner 138 664 0 12 Sep 2011