{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,3]],"date-time":"2026-07-03T22:05:53Z","timestamp":1783116353688,"version":"3.54.6"},"reference-count":34,"publisher":"Wiley","license":[{"start":{"date-parts":[[2019,3,3]],"date-time":"2019-03-03T00:00:00Z","timestamp":1551571200000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61771007"],"award-info":[{"award-number":["61771007"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["2016A010101013"],"award-info":[{"award-number":["2016A010101013"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["2016B090918066"],"award-info":[{"award-number":["2016B090918066"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["2017B020226004"],"award-info":[{"award-number":["2017B020226004"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["201704020060"],"award-info":[{"award-number":["201704020060"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["201807010057"],"award-info":[{"award-number":["201807010057"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["201803010021"],"award-info":[{"award-number":["201803010021"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["201604020003"],"award-info":[{"award-number":["201604020003"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["2017ZD051"],"award-info":[{"award-number":["2017ZD051"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007162","name":"Guangdong Science and Technology Department","doi-asserted-by":"publisher","award":["61771007"],"award-info":[{"award-number":["61771007"]}],"id":[{"id":"10.13039\/501100007162","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007162","name":"Guangdong Science and Technology Department","doi-asserted-by":"publisher","award":["2016A010101013"],"award-info":[{"award-number":["2016A010101013"]}],"id":[{"id":"10.13039\/501100007162","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007162","name":"Guangdong Science and Technology Department","doi-asserted-by":"publisher","award":["2016B090918066"],"award-info":[{"award-number":["2016B090918066"]}],"id":[{"id":"10.13039\/501100007162","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007162","name":"Guangdong Science and Technology Department","doi-asserted-by":"publisher","award":["2017B020226004"],"award-info":[{"award-number":["2017B020226004"]}],"id":[{"id":"10.13039\/501100007162","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007162","name":"Guangdong Science and Technology Department","doi-asserted-by":"publisher","award":["201704020060"],"award-info":[{"award-number":["201704020060"]}],"id":[{"id":"10.13039\/501100007162","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007162","name":"Guangdong Science and Technology Department","doi-asserted-by":"publisher","award":["201807010057"],"award-info":[{"award-number":["201807010057"]}],"id":[{"id":"10.13039\/501100007162","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007162","name":"Guangdong Science and Technology Department","doi-asserted-by":"publisher","award":["201803010021"],"award-info":[{"award-number":["201803010021"]}],"id":[{"id":"10.13039\/501100007162","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007162","name":"Guangdong Science and Technology Department","doi-asserted-by":"publisher","award":["201604020003"],"award-info":[{"award-number":["201604020003"]}],"id":[{"id":"10.13039\/501100007162","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007162","name":"Guangdong Science and Technology Department","doi-asserted-by":"publisher","award":["2017ZD051"],"award-info":[{"award-number":["2017ZD051"]}],"id":[{"id":"10.13039\/501100007162","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007162","name":"Guangdong Science and Technology Department","doi-asserted-by":"publisher","award":["61771007"],"award-info":[{"award-number":["61771007"]}],"id":[{"id":"10.13039\/501100007162","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007162","name":"Guangdong Science and Technology Department","doi-asserted-by":"publisher","award":["2016A010101013"],"award-info":[{"award-number":["2016A010101013"]}],"id":[{"id":"10.13039\/501100007162","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007162","name":"Guangdong Science and Technology Department","doi-asserted-by":"publisher","award":["2016B090918066"],"award-info":[{"award-number":["2016B090918066"]}],"id":[{"id":"10.13039\/501100007162","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007162","name":"Guangdong Science and Technology Department","doi-asserted-by":"publisher","award":["2017B020226004"],"award-info":[{"award-number":["2017B020226004"]}],"id":[{"id":"10.13039\/501100007162","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007162","name":"Guangdong Science and Technology Department","doi-asserted-by":"publisher","award":["201704020060"],"award-info":[{"award-number":["201704020060"]}],"id":[{"id":"10.13039\/501100007162","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007162","name":"Guangdong Science and Technology Department","doi-asserted-by":"publisher","award":["201807010057"],"award-info":[{"award-number":["201807010057"]}],"id":[{"id":"10.13039\/501100007162","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007162","name":"Guangdong Science and Technology Department","doi-asserted-by":"publisher","award":["201803010021"],"award-info":[{"award-number":["201803010021"]}],"id":[{"id":"10.13039\/501100007162","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007162","name":"Guangdong Science and Technology Department","doi-asserted-by":"publisher","award":["201604020003"],"award-info":[{"award-number":["201604020003"]}],"id":[{"id":"10.13039\/501100007162","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007162","name":"Guangdong Science and Technology Department","doi-asserted-by":"publisher","award":["2017ZD051"],"award-info":[{"award-number":["2017ZD051"]}],"id":[{"id":"10.13039\/501100007162","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007162","name":"Guangdong Science and Technology Department","doi-asserted-by":"publisher","award":["61771007"],"award-info":[{"award-number":["61771007"]}],"id":[{"id":"10.13039\/501100007162","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007162","name":"Guangdong Science and Technology Department","doi-asserted-by":"publisher","award":["2016A010101013"],"award-info":[{"award-number":["2016A010101013"]}],"id":[{"id":"10.13039\/501100007162","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007162","name":"Guangdong Science and Technology Department","doi-asserted-by":"publisher","award":["2016B090918066"],"award-info":[{"award-number":["2016B090918066"]}],"id":[{"id":"10.13039\/501100007162","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007162","name":"Guangdong Science and Technology Department","doi-asserted-by":"publisher","award":["2017B020226004"],"award-info":[{"award-number":["2017B020226004"]}],"id":[{"id":"10.13039\/501100007162","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007162","name":"Guangdong Science and Technology Department","doi-asserted-by":"publisher","award":["201704020060"],"award-info":[{"award-number":["201704020060"]}],"id":[{"id":"10.13039\/501100007162","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007162","name":"Guangdong Science and Technology Department","doi-asserted-by":"publisher","award":["201807010057"],"award-info":[{"award-number":["201807010057"]}],"id":[{"id":"10.13039\/501100007162","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007162","name":"Guangdong Science and Technology Department","doi-asserted-by":"publisher","award":["201803010021"],"award-info":[{"award-number":["201803010021"]}],"id":[{"id":"10.13039\/501100007162","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007162","name":"Guangdong Science and Technology Department","doi-asserted-by":"publisher","award":["201604020003"],"award-info":[{"award-number":["201604020003"]}],"id":[{"id":"10.13039\/501100007162","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007162","name":"Guangdong Science and Technology Department","doi-asserted-by":"publisher","award":["2017ZD051"],"award-info":[{"award-number":["2017ZD051"]}],"id":[{"id":"10.13039\/501100007162","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004000","name":"Guangzhou Science and Technology Program key projects","doi-asserted-by":"publisher","award":["61771007"],"award-info":[{"award-number":["61771007"]}],"id":[{"id":"10.13039\/501100004000","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004000","name":"Guangzhou Science and Technology Program key projects","doi-asserted-by":"publisher","award":["2016A010101013"],"award-info":[{"award-number":["2016A010101013"]}],"id":[{"id":"10.13039\/501100004000","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004000","name":"Guangzhou Science and Technology Program key projects","doi-asserted-by":"publisher","award":["2016B090918066"],"award-info":[{"award-number":["2016B090918066"]}],"id":[{"id":"10.13039\/501100004000","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004000","name":"Guangzhou Science and Technology Program key projects","doi-asserted-by":"publisher","award":["2017B020226004"],"award-info":[{"award-number":["2017B020226004"]}],"id":[{"id":"10.13039\/501100004000","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004000","name":"Guangzhou Science and Technology Program key projects","doi-asserted-by":"publisher","award":["201704020060"],"award-info":[{"award-number":["201704020060"]}],"id":[{"id":"10.13039\/501100004000","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004000","name":"Guangzhou Science and Technology Program key projects","doi-asserted-by":"publisher","award":["201807010057"],"award-info":[{"award-number":["201807010057"]}],"id":[{"id":"10.13039\/501100004000","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004000","name":"Guangzhou Science and Technology Program key projects","doi-asserted-by":"publisher","award":["201803010021"],"award-info":[{"award-number":["201803010021"]}],"id":[{"id":"10.13039\/501100004000","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004000","name":"Guangzhou Science and Technology Program key projects","doi-asserted-by":"publisher","award":["201604020003"],"award-info":[{"award-number":["201604020003"]}],"id":[{"id":"10.13039\/501100004000","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004000","name":"Guangzhou Science and Technology Program key projects","doi-asserted-by":"publisher","award":["2017ZD051"],"award-info":[{"award-number":["2017ZD051"]}],"id":[{"id":"10.13039\/501100004000","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004000","name":"Guangzhou Science and Technology Program key projects","doi-asserted-by":"publisher","award":["61771007"],"award-info":[{"award-number":["61771007"]}],"id":[{"id":"10.13039\/501100004000","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004000","name":"Guangzhou Science and Technology Program key projects","doi-asserted-by":"publisher","award":["2016A010101013"],"award-info":[{"award-number":["2016A010101013"]}],"id":[{"id":"10.13039\/501100004000","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004000","name":"Guangzhou Science and Technology Program key projects","doi-asserted-by":"publisher","award":["2016B090918066"],"award-info":[{"award-number":["2016B090918066"]}],"id":[{"id":"10.13039\/501100004000","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004000","name":"Guangzhou Science and Technology Program key projects","doi-asserted-by":"publisher","award":["2017B020226004"],"award-info":[{"award-number":["2017B020226004"]}],"id":[{"id":"10.13039\/501100004000","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004000","name":"Guangzhou Science and Technology Program key projects","doi-asserted-by":"publisher","award":["201704020060"],"award-info":[{"award-number":["201704020060"]}],"id":[{"id":"10.13039\/501100004000","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004000","name":"Guangzhou Science and Technology Program key projects","doi-asserted-by":"publisher","award":["201807010057"],"award-info":[{"award-number":["201807010057"]}],"id":[{"id":"10.13039\/501100004000","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004000","name":"Guangzhou Science and Technology Program key projects","doi-asserted-by":"publisher","award":["201803010021"],"award-info":[{"award-number":["201803010021"]}],"id":[{"id":"10.13039\/501100004000","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004000","name":"Guangzhou Science and Technology Program key projects","doi-asserted-by":"publisher","award":["201604020003"],"award-info":[{"award-number":["201604020003"]}],"id":[{"id":"10.13039\/501100004000","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004000","name":"Guangzhou Science and Technology Program key projects","doi-asserted-by":"publisher","award":["2017ZD051"],"award-info":[{"award-number":["2017ZD051"]}],"id":[{"id":"10.13039\/501100004000","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Health & Medical Collaborative Innovation Project of Guangzhou City","award":["61771007"],"award-info":[{"award-number":["61771007"]}]},{"name":"Health & Medical Collaborative Innovation Project of Guangzhou City","award":["2016A010101013"],"award-info":[{"award-number":["2016A010101013"]}]},{"name":"Health & Medical Collaborative Innovation Project of Guangzhou City","award":["2016B090918066"],"award-info":[{"award-number":["2016B090918066"]}]},{"name":"Health & Medical Collaborative Innovation Project of Guangzhou City","award":["2017B020226004"],"award-info":[{"award-number":["2017B020226004"]}]},{"name":"Health & Medical Collaborative Innovation Project of Guangzhou City","award":["201704020060"],"award-info":[{"award-number":["201704020060"]}]},{"name":"Health & Medical Collaborative Innovation Project of Guangzhou City","award":["201807010057"],"award-info":[{"award-number":["201807010057"]}]},{"name":"Health & Medical Collaborative Innovation Project of Guangzhou City","award":["201803010021"],"award-info":[{"award-number":["201803010021"]}]},{"name":"Health & Medical Collaborative Innovation Project of Guangzhou City","award":["201604020003"],"award-info":[{"award-number":["201604020003"]}]},{"name":"Health & Medical Collaborative Innovation Project of Guangzhou City","award":["2017ZD051"],"award-info":[{"award-number":["2017ZD051"]}]},{"name":"Health & Medical Collaborative Innovation Project of Guangzhou City","award":["61771007"],"award-info":[{"award-number":["61771007"]}]},{"name":"Health & Medical Collaborative Innovation Project of Guangzhou City","award":["2016A010101013"],"award-info":[{"award-number":["2016A010101013"]}]},{"name":"Health & Medical Collaborative Innovation Project of Guangzhou City","award":["2016B090918066"],"award-info":[{"award-number":["2016B090918066"]}]},{"name":"Health & Medical Collaborative Innovation Project of Guangzhou City","award":["2017B020226004"],"award-info":[{"award-number":["2017B020226004"]}]},{"name":"Health & Medical Collaborative Innovation Project of Guangzhou City","award":["201704020060"],"award-info":[{"award-number":["201704020060"]}]},{"name":"Health & Medical Collaborative Innovation Project of Guangzhou City","award":["201807010057"],"award-info":[{"award-number":["201807010057"]}]},{"name":"Health & Medical Collaborative Innovation Project of Guangzhou City","award":["201803010021"],"award-info":[{"award-number":["201803010021"]}]},{"name":"Health & Medical Collaborative Innovation Project of Guangzhou City","award":["201604020003"],"award-info":[{"award-number":["201604020003"]}]},{"name":"Health & Medical Collaborative Innovation Project of Guangzhou City","award":["2017ZD051"],"award-info":[{"award-number":["2017ZD051"]}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Fund for the Central Universities","doi-asserted-by":"crossref","award":["61771007"],"award-info":[{"award-number":["61771007"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Fund for the Central Universities","doi-asserted-by":"crossref","award":["2016A010101013"],"award-info":[{"award-number":["2016A010101013"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Fund for the Central Universities","doi-asserted-by":"crossref","award":["2016B090918066"],"award-info":[{"award-number":["2016B090918066"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Fund for the Central Universities","doi-asserted-by":"crossref","award":["2017B020226004"],"award-info":[{"award-number":["2017B020226004"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Fund for the Central Universities","doi-asserted-by":"crossref","award":["201704020060"],"award-info":[{"award-number":["201704020060"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Fund for the Central Universities","doi-asserted-by":"crossref","award":["201807010057"],"award-info":[{"award-number":["201807010057"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Fund for the Central Universities","doi-asserted-by":"crossref","award":["201803010021"],"award-info":[{"award-number":["201803010021"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Fund for the Central Universities","doi-asserted-by":"crossref","award":["201604020003"],"award-info":[{"award-number":["201604020003"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Fund for the Central Universities","doi-asserted-by":"crossref","award":["2017ZD051"],"award-info":[{"award-number":["2017ZD051"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Computational and Mathematical Methods in Medicine"],"published-print":{"date-parts":[[2019,3,3]]},"abstract":"<jats:p>Mammography is successfully used as an effective screening tool for cancer diagnosis. A calcification cluster on mammography is a primary sign of cancer. Early researches have proved the diagnostic value of the calcification, yet their performance is highly dependent on handcrafted image descriptors. Characterizing the calcification mammography in an automatic and robust way remains a challenge. In this paper, the calcification was characterized by descriptors obtained from deep learning and handcrafted descriptors. We compared the performances of different image feature sets on digital mammograms. The feature sets included the deep features alone, the handcrafted features, their combination, and the filtered deep features. Experimental results have demonstrated that the deep features outperform handcrafted features, but the handcrafted features can provide complementary information for deep features. We achieved a classification precision of 89.32% and sensitivity of 86.89% using the filtered deep features, which is the best performance among all the feature sets.<\/jats:p>","DOI":"10.1155\/2019\/2717454","type":"journal-article","created":{"date-parts":[[2019,3,3]],"date-time":"2019-03-03T23:32:04Z","timestamp":1551655924000},"page":"1-10","source":"Crossref","is-referenced-by-count":117,"title":["Breast Microcalcification Diagnosis Using Deep Convolutional Neural Network from Digital Mammograms"],"prefix":"10.1155","volume":"2019","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2747-7234","authenticated-orcid":true,"given":"Hongmin","family":"Cai","sequence":"first","affiliation":[{"name":"School of Computer Science and Engineering, South China University of Technology, Guangzhou 510000, China"},{"name":"Guangdong Provincial Key Lab of Computational Intelligence and Cyberspace Information, South China University of Technology, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Qinjian","family":"Huang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, South China University of Technology, Guangzhou 510000, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wentao","family":"Rong","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, South China University of Technology, Guangzhou 510000, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yan","family":"Song","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, South China University of Technology, Guangzhou 510000, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jiao","family":"Li","sequence":"additional","affiliation":[{"name":"Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong 510060, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jinhua","family":"Wang","sequence":"additional","affiliation":[{"name":"Medical Imaging Center, Shenzhen Hospital of Southern Medical University, Shenzhen, Guangdong 518101, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jiazhou","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, South China University of Technology, Guangzhou 510000, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4712-2692","authenticated-orcid":true,"given":"Li","family":"Li","sequence":"additional","affiliation":[{"name":"Medical Imaging Center, Shenzhen Hospital of Southern Medical University, Shenzhen, Guangdong 518101, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","reference":[{"key":"1","doi-asserted-by":"publisher","DOI":"10.1016\/s0140-6736(03)13143-1"},{"key":"3","doi-asserted-by":"publisher","DOI":"10.1007\/s10278-009-9224-6"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1016\/j.jneuroim.2017.03.012"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1007\/s12035-015-9670-8"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1016\/s0031-3203(03)00192-4"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.1109\/42.293919"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.1259\/bjr.70.837.9486066"},{"key":"9","doi-asserted-by":"publisher","DOI":"10.1109\/tmi.1986.4307756"},{"key":"10","doi-asserted-by":"publisher","DOI":"10.1109\/tmi.2016.2528162"},{"key":"11","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2015.12.014"},{"key":"12","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2016.07.007"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1109\/tmi.2016.2532122"},{"issue":"4","key":"14","first-page":"130","volume":"2","year":"2013","journal-title":"International Journal of Emerging Trends & Technology in Computer Science"},{"key":"15","doi-asserted-by":"publisher","DOI":"10.14569\/ijacsa.2016.070417"},{"key":"16","doi-asserted-by":"publisher","DOI":"10.1097\/rli.0000000000000358"},{"key":"17","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2017.01.009"},{"key":"18","first-page":"197","volume-title":"A region based convolutional network for tumor detection and classification in breast mammography","year":"2016"},{"key":"19","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2016.02.060"},{"key":"20","doi-asserted-by":"publisher","DOI":"10.1038\/srep27327"},{"key":"22","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-018-22437-z"},{"key":"23","doi-asserted-by":"publisher","DOI":"10.1016\/j.acra.2011.09.014"},{"key":"24","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2018.01.009"},{"key":"25","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.2015151169"},{"key":"26","doi-asserted-by":"publisher","DOI":"10.1109\/tsmc.1979.4310076"},{"key":"30","year":"2007"},{"key":"31","doi-asserted-by":"publisher","DOI":"10.1016\/0167-8655(90)90112-f"},{"key":"32","first-page":"687","volume":"1","year":"2011","journal-title":"International Journal of Engineering Research and Applications"},{"key":"33","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2015.10.047"},{"key":"34","doi-asserted-by":"publisher","DOI":"10.1088\/0031-9155\/46\/6\/305"},{"key":"35","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2011.07.016"},{"key":"39","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-017-04075-z"},{"key":"40","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0185110"},{"key":"41","first-page":"2579","volume":"9","year":"2008","journal-title":"Journal of Machine Learning Research"},{"key":"43","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0203355"}],"container-title":["Computational and Mathematical Methods in Medicine"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/cmmm\/2019\/2717454.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/cmmm\/2019\/2717454.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/cmmm\/2019\/2717454.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,5,21]],"date-time":"2020-05-21T01:08:56Z","timestamp":1590023336000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.hindawi.com\/journals\/cmmm\/2019\/2717454\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,3,3]]},"references-count":34,"alternative-id":["2717454","2717454"],"URL":"https:\/\/doi.org\/10.1155\/2019\/2717454","relation":{},"ISSN":["1748-670X","1748-6718"],"issn-type":[{"value":"1748-670X","type":"print"},{"value":"1748-6718","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,3,3]]}}}