deep neural network

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1
A deep neural network for 12-lead electrocardiogram interpretation outperforms a conventional algorithm, and its physician overread, in the diagnosis of atrial fibrillation.
Smith, Stephen W;Rapin, Jeremy;Li, Jia;Fleureau, Yann;Fennell, William;Walsh, Brooks M;Rosier, Arnau...
2019 international journal of cardiology heart & vascul... DOI: 10.1016/j.ijcha.2019... 290 views
2
Artificial intelligence in pediatric cardiology and cardiac surgery: Irrational hype or paradigm shift?
Chang, Anthony C;
annals of pediatric cardiology DOI: 10.4103/apc.APC_55_1... 275 views
3
Antimicrobial resistance genetic factor identification from whole-genome sequence data using deep feature selection.
Shi, Jinhong;Yan, Yan;Links, Matthew G;Li, Longhai;Dillon, Jo-Anne R;Horsch, Michael;Kusalik, Anthon...
2019 BMC Bioinformatics DOI: 10.1186/s12859-019-3... 260 views
4
Unsupervised Cerebrovascular Segmentation of TOF-MRA Images Based on Deep Neural Network and Hidden Markov Random Field Model.
Fan, Shengyu;Bian, Yueyan;Chen, Hao;Kang, Yan;Yang, Qi;Tan, Tao;
2019 frontiers in neuroinformatics DOI: 10.3389/fninf.2019.0... 239 views
5
Decoding Rejuvenating Effects of Mechanical Loading on Skeletal Aging using in Vivo μCT Imaging and Deep Learning.
Asgharzadeh, Pouyan;Röhrle, Oliver;Willie, Bettina M;Birkhold, Annette I;
2020 Acta biomaterialia DOI: S1742-7061(20)30085-... 215 views
6
Automated Detection of Parkinson's Disease Based on Multiple Types of Sustained Phonations Using Linear Discriminant Analysis and Genetically Optimized Neural Network.
Ali, Liaqat;Zhu, Ce;Zhang, Zhonghao;Liu, Yipeng;
2019 ieee journal of translational engineering in healt... DOI: 10.1109/JTEHM.2019.2... 278 views
7
A Deep Learning Approach for Estimating Traffic Density Using Data Obtained from Connected and Autonomous Probes
Daisik Nam;Riju Lavanya;R. Jayakrishnan;Inchul Yang;Woo Hoon Jeon;Nam, Daisik;Lavanya, Riju;Jayakri...
2020 sensors DOI: 10.3390/s20174824 149 views
8
Super-Resolution Reconstruction of Cell Pseudo-Color Image Based on Raman Technology
Yifan Yang;Ming Zhu;Yuqing Wang;Hang Yang;Yanfeng Wu;Bei Li;Yang, Yifan;Zhu, Ming;Wang, Yuqing;Yang,...
2019 sensors DOI: 10.3390/s19194076 177 views
9
DeepResp: Deep learning solution for respiration-induced B fluctuation artifacts in multi-slice GRE.
An, Hongjun;Shin, Hyeong-Geol;Ji, Sooyoen;Jung, Woojin;Oh, Sehong;Shin, Dongmyung;Park, Juhyung;Lee,...
2020 NeuroImage DOI: S1053-8119(20)30917-... 177 views
10
Household and personal air pollution exposure measurements from 120 communities in eight countries: results from the PURE-AIR study.
Shupler, Matthew;Hystad, Perry;Birch, Aaron;Miller-Lionberg, Daniel;Jeronimo, Matthew;Arku, Raphael...
2020 the lancet planetary health DOI: S2542-5196(20)30197-... 208 views
11
Self-grouping convolutional neural networks.
Guo, Qingbei;Wu, Xiao-Jun;Kittler, Josef;Feng, Zhiquan;
2020 neural networks : the official journal of the inte... DOI: S0893-6080(20)30338-... 189 views
12
diagnosing autism spectrum disorder from brain resting-state functional connectivity patterns using a deep neural network with a novel feature selection method
;Xinyu Guo;Xinyu Guo;Kelli C. Dominick;Ali A. Minai;Hailong Li;Craig A. Erickson;Long J. Lu;Long J....
2017 Journal of enzyme inhibition and medicinal chemist... DOI: 10.3389/fnins.2017.0... 196 views
13
deep learning methods to process fmri data and their application in the diagnosis of cognitive impairment: a brief overview and our opinion
;Dong Wen;Dong Wen;Zhenhao Wei;Zhenhao Wei;Yanhong Zhou;Guolin Li;Xu Zhang;Xu Zhang;Wei Han;Wei Han
2018 Nucleic Acids Research DOI: 10.3389/fninf.2018.0... 164 views
14
Himawari-8 Aerosol Optical Depth (AOD) Retrieval Using a Deep Neural Network Trained Using AERONET Observations
Lu She;Hankui K. Zhang;Zhengqiang Li;Gerrit de Leeuw;Bo Huang;She, Lu;Zhang, Hankui K.;Li, Zhengqian...
2020 remote sensing DOI: 10.3390/rs12244125 160 views
15
Using Deep Neural Networks to Reconstruct Non-uniformly Sampled NMR Spectra.
Hansen, D Flemming;
2019 journal of biomolecular nmr DOI: 10.1007/s10858-019-0... 360 views
16
Automated AJCC (7th edition) staging of non-small cell lung cancer (NSCLC) using deep convolutional neural network (CNN) and recurrent neural network (RNN).
Moitra, Dipanjan;Mandal, Rakesh Kr;
2019 health information science and systems DOI: 10.1007/s13755-019-0... 366 views
17
Anomaly Detection in Moving Crowds through Spatiotemporal Autoencoding and Additional Attention
Yang, Biao;Cao, Jinmeng;Ni, Rongrong;Zou, Ling;Yang, Biao;Cao, Jinmeng;Ni, Rongrong;Zou, Ling;
2018 advances in multimedia DOI: 10.1155/2018/2087574 268 views
18
Sensory processing and categorization in cortical and deep neural networks.
Pinotsis, Dimitris A;Siegel, Markus;Miller, Earl K;
2019 NeuroImage DOI: S1053-8119(19)30709-... 249 views
19
Data-driven modeling and prediction of blood glucose dynamics: Machine learning applications in type 1 diabetes.
Woldaregay, Ashenafi Zebene;Årsand, Eirik;Walderhaug, Ståle;Albers, David;Mamykina, Lena;Botsis, Tax...
2019 artificial intelligence in medicine DOI: S0933-3657(17)30621-... 221 views
20
Exploiting potential of deep neural networks by layer-wise fine-grained parallelism
Jiang, W.
2020 future generation computer systems DOI: 10.1016/j.future.201... 185 views

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