Disease Inference from Health-Related Questions via Sparse Deep Learning

IEEE Transactions on Knowledge and Data Engineering - Tập 27 Số 8 - Trang 2107-2119 - 2015
Liqiang Nie1, Meng Wang2, Luming Zhang1, Shuicheng Yan3, Bo Zhang4, Tat‐Seng Chua1
1School of Computing, National University of Singapore, Singapore
2Hefei University of Technology, China
3Dept of Electrical and Computer Engineering, National University of Singapore, Singapore
4Dept. of Computer Science & Technology, Tsinghua University, Beijing, China#TAB#

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10.1145/2393347.2393363

10.1109/TKDE.2014.2330813

yang, 0, Bridging the language gap: Topic adaptation for documents with different technicality, Proc 14th Int Conf Artif Intell Statist, 823

voorhees, 0, Overview of the the text retrieval conference 2012 medical records track, Proc Text REtrieval Conf

ghumbre, 0, Heart disease diagnosis using support vector machine, Proc Int Conf Comput Inf Technol

10.1145/2339530.2339712

10.1136/jamia.2009.002733

nie, 0, A joint local-global approach for medical terminology assignment, Proc ACM SIGIR Workshop, 24

king, 0, Cengage learning at trec 2011 medical track, Proc TREC

10.1093/her/16.6.671

10.1145/1390334.1390338

10.1145/1571941.1571995

10.1145/2600428.2611176

2013, Online health research eclipsing patient-doctor conversations

fox, 2013, Health online 2013

10.1145/1835804.1835830

10.1145/2484028.2484175

10.1145/2339530.2339702

10.1145/2348283.2348322

10.1145/2484028.2484177

10.1145/2009916.2010088

10.1145/2009916.2009929

10.1145/1148170.1148253

10.1561/2200000006

10.1109/TPAMI.2012.111

10.1145/2339530.2339605

10.1109/TPAMI.2013.16

doan, 0, Recognizing medication related entities in hospital discharge summaries using support vector machine, Proc Int Conf Comput Linguistics, 259

10.1145/1357054.1357129

batal, 0, A temporal abstraction framework for classifying clinical temporal data, Proc Amer Med Informat Assoc, 29

fakoor, 2013, Using deep learning to enhance cancer diagnosis and classification

akgül, 0, Automated diagnosis of alzheimer’s disease using image similarity and user feedback, Proc ACM Int Conf Image Video Retrieval, 34

shouman, 0, Using decision tree for diagnosing heart disease patients, Proc 9th Australasian Data Mining Conf, 23

10.1145/1277741.1277889

10.1145/2020408.2020549

10.1145/1458082.1458185

10.1145/2187980.2188201

10.1109/TMM.2012.2229971

10.1145/2009916.2010010

10.1145/1150402.1150455

10.1145/2559157

10.1007/s11634-010-0073-4

10.1145/2484028.2484142

2009, Convolutional deep belief networks for scalable unsupervised learning of hierarchical representations

10.1109/TPAMI.2013.50

erhan, 2010, Why does unsupervised pre-training help deep learning?, J Mach Learn Res, 11, 625

krogh, 0, A simple weight decay can improve generalization, Proc Adv Neural Inf Process Syst, 950

10.1111/j.1365-2702.2011.03854.x

liu, 0, Robust graph mode seeking by graph shift, Proc 27th Int Conf Mach Learn, 671

chen, 0, A semi-supervised bayesian network model for microblog topic classification, Proc 24th Int Conf Comput Linguistics, 561

zhao, 2013, Personalized recommendations of locally interesting venues to tourists via cross region community matching, ACM Trans Intell Syst Technol, 5, 50