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Long short-term memory model - A deep learning approach for medical data with irregularity in cancer predication with tumor markers.

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Title: Long short-term memory model - A deep learning approach for medical data with irregularity in cancer predication with tumor markers.
Authors: Wu X; The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China., Wang HY; 20/20 GeneSystems, Inc, Gaithersburg, MD 20877, USA; Department of Laboratory Medicine, Chang Gung Memorial Hospital at Linkou, Taoyuan City, 33305, Taiwan; PhD Program in Biomedical Engineering, Chang Gung University, Taoyuan City, 33301, Taiwan., Shi P; 20/20 GeneSystems, Inc, Gaithersburg, MD 20877, USA; University of Maryland, Baltimore County, MD, 20723, USA., Sun R; Health Management Center, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China., Wang X; Health Management Center, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China., Luo Z; Health Management Center, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China., Zeng F; Health Management Center, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China., Lebowitz MS; 20/20 GeneSystems, Inc, Gaithersburg, MD 20877, USA., Lin WY; Syu Kang Sport Clinic, Taipei, 11217, Taiwan., Lu JJ; 20/20 GeneSystems, Inc, Gaithersburg, MD 20877, USA; Department of Laboratory Medicine, Chang Gung Memorial Hospital at Linkou, Taoyuan City, 33305, Taiwan., Scherer R; 20/20 GeneSystems, Inc, Gaithersburg, MD 20877, USA., Price O; 20/20 GeneSystems, Inc, Gaithersburg, MD 20877, USA., Wang Z; The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China; Department of Gastrointestinal Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China., Zhou J; 20/20 GeneSystems, Inc, Gaithersburg, MD 20877, USA. Electronic address: jzhou@2020gene.com., Wang Y; The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China; Health Management Center, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China. Electronic address: wyh0232983@163.com.
Source: Computers in biology and medicine [Comput Biol Med] 2022 May; Vol. 144, pp. 105362. Date of Electronic Publication: 2022 Mar 09.
Publication Type: Journal Article; Research Support, Non-U.S. Gov't
Journal Info: Publisher: Elsevier Country of Publication: United States NLM ID: 1250250 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-0534 (Electronic) Linking ISSN: 00104825 NLM ISO Abbreviation: Comput Biol Med Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Long short-term memory model - A deep learning approach for medical data with irregularity in cancer predication with tumor markers.
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  Data: <searchLink fieldCode="AU" term="%22Wu+X%22">Wu X</searchLink>; The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.<br /><searchLink fieldCode="AU" term="%22Wang+HY%22">Wang HY</searchLink>; 20/20 GeneSystems, Inc, Gaithersburg, MD 20877, USA; Department of Laboratory Medicine, Chang Gung Memorial Hospital at Linkou, Taoyuan City, 33305, Taiwan; PhD Program in Biomedical Engineering, Chang Gung University, Taoyuan City, 33301, Taiwan.<br /><searchLink fieldCode="AU" term="%22Shi+P%22">Shi P</searchLink>; 20/20 GeneSystems, Inc, Gaithersburg, MD 20877, USA; University of Maryland, Baltimore County, MD, 20723, USA.<br /><searchLink fieldCode="AU" term="%22Sun+R%22">Sun R</searchLink>; Health Management Center, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.<br /><searchLink fieldCode="AU" term="%22Wang+X%22">Wang X</searchLink>; Health Management Center, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.<br /><searchLink fieldCode="AU" term="%22Luo+Z%22">Luo Z</searchLink>; Health Management Center, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.<br /><searchLink fieldCode="AU" term="%22Zeng+F%22">Zeng F</searchLink>; Health Management Center, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.<br /><searchLink fieldCode="AU" term="%22Lebowitz+MS%22">Lebowitz MS</searchLink>; 20/20 GeneSystems, Inc, Gaithersburg, MD 20877, USA.<br /><searchLink fieldCode="AU" term="%22Lin+WY%22">Lin WY</searchLink>; Syu Kang Sport Clinic, Taipei, 11217, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lu+JJ%22">Lu JJ</searchLink>; 20/20 GeneSystems, Inc, Gaithersburg, MD 20877, USA; Department of Laboratory Medicine, Chang Gung Memorial Hospital at Linkou, Taoyuan City, 33305, Taiwan.<br /><searchLink fieldCode="AU" term="%22Scherer+R%22">Scherer R</searchLink>; 20/20 GeneSystems, Inc, Gaithersburg, MD 20877, USA.<br /><searchLink fieldCode="AU" term="%22Price+O%22">Price O</searchLink>; 20/20 GeneSystems, Inc, Gaithersburg, MD 20877, USA.<br /><searchLink fieldCode="AU" term="%22Wang+Z%22">Wang Z</searchLink>; The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China; Department of Gastrointestinal Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.<br /><searchLink fieldCode="AU" term="%22Zhou+J%22">Zhou J</searchLink>; 20/20 GeneSystems, Inc, Gaithersburg, MD 20877, USA. Electronic address: jzhou@2020gene.com.<br /><searchLink fieldCode="AU" term="%22Wang+Y%22">Wang Y</searchLink>; The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China; Health Management Center, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China. Electronic address: wyh0232983@163.com.
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  Data: <searchLink fieldCode="JN" term="%221250250%22">Computers in biology and medicine</searchLink> [Comput Biol Med] 2022 May; Vol. 144, pp. 105362. <i>Date of Electronic Publication: </i>2022 Mar 09.
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        Value: 10.1016/j.compbiomed.2022.105362
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              Text: 2022 May
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