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data Harmonisation for Information Fusion in digital Healthcare: A State-of-the-Art Systematic review, Meta-Analysis and Future research directions

arXiv

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arXiv 2022年

作者： Nan, Yang del Ser, Javier Walsh, Simon Schönlieb, Carola roberts, Michael Selby, Ian Howard, Kit Owen, John Neville, Jon Guiot, Julien Ernst, Benoit Pastor, Ana Alberich-Bayarri, Angel Menzel, Marion I. Walsh, Sean Vos, Wim Flerin, Nina Charbonnier, Jean-Paul van rikxoort, Eva Chatterjee, Avishek Woodruff, Henry Lambin, Philippe Cerdá-Alberich, Leonor Martí-Bonmatí, Luis Herrera, Francisco Yang, Guang Xing, Xiaodan Li, Ming Wagers, Scott Baker, rebecca Nardi, Cosimo van Eeckhout, Brice Skipp, Paul Powell, Pippa Carroll, Miles ruggiero, Alessandro Thillai, Muhunthan Babar, Judith Sala, Evis Murch, William Hiscox, Julian Baralle, diana Sverzellati, Nicola Blanco, Ana Miguel Bataller, Fuensanta Bellvís Aznar, Mario Suarez, Amelia Figueiras, Sergio Krischak, Katharina Hierath, Monika Mirsky, Yisroel Elovici, Yuval Beregi, Jean Paul Fournier, Laure Sardanelli, Francesco Penzkofer, Tobias Seymour, Karine Blanquer, Nacho Neri, Emanuele Laghi, Andrea França, Manuela Martinez, ricard National Heart and Lung Institute Imperial College London London United Kingdom Cardiovascular Research Centre Royal Brompton Hospital London United Kingdom School of Biomedical Engineering & Imaging Sciences King's College London London United Kingdom Department of Communications Engineering University of the Basque Country UPV/EHU Bilbao48013 Spain Derio48160 Spain Department of Applied Mathematics and Theoretical Physics University of Cambridge Cambridge United Kingdom Oncology R&D AstraZeneca Cambridge United Kingdom Department of Radiology University of Cambridge Cambridge United Kingdom Clinical Data Interchange Standards Consortium AustinTX United States Respiratory medicine department Liège Belgium University of Liege Department of Clinical Sciences Pneumology-Allergology Liège Belgium QUIBIM Valencia Spain Technische Hochschule Ingolstadt Ingolstadt Germany GE Healthcare GmbH Munich Germany Liège Belgium Thirona Nijmegen Netherlands Department of Precision Medicine Maastricht University Maastricht Netherlands Medical Imaging Department Hospital Universitari i Politècnic La Fe Valencia Spain University of Granada Granada Spain Faculty of Computing and Information Technology King Abdulaziz University Jeddah21589 Saudi Arabia National Heart and Lung Institute Imperial College London London United Kingdom BioSci Consulting Maasmechelen Belgium Clinical Data Interchange Standards Consortium AustinTX United States University of Florence Firenze Italy Medical Cloud Company Liège Belgium TopMD Southampton United Kingdom European Lung Foundation Sheffield United Kingdom Department of Health Public Health England London United Kingdom Department of Radiology University of Cambridge Cambridge United Kingdom Owlstone Medical Cambridge United Kingdom University of Liverpool Liverpool United Kingdom University of Southampton Southampton United Kingdom University of Parma Parma Italy Medical Imaging Department Hospital Universi

removing the bias and variance of multicentre data has always been a challenge in large scale digital healthcare studies, which requires the ability to integrate clinical features extracted from data acquired by different scanners and protocols to improve stability and robustness. Previous studies have described various computational approaches to fuse single modality multicentre datasets. However, these surveys rarely focused on evaluation metrics and lacked a checklist for computational data harmonisation studies. In this systematic review, we summarise the computational data harmonisation approaches for multi-modality data in the digital healthcare field, including harmonisation strategies and evaluation metrics based on different theories. In addition, a comprehensive checklist that summarises common practices for data harmonisation studies is proposed to guide researchers to report their research findings more effectively. Last but not least, flowcharts presenting possible ways for methodology and metric selection are proposed and the limitations of different methods have been surveyed for future research. © 2022, CC BY-NC-Nd.

关键词： Health care

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A European Multi Lake Survey dataset of environmental variables, phytoplankton pigments and cyanotoxins

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Scientific data 2018年第1期5卷 180226页

作者： Mantzouki, Evanthia Campbell, James Loon, Emiel Van Visser, Petra Konstantinou, Iosif Antoniou, Maria Giuliani, Grégory Machado-Vieira, danielle Oliveira, Alinne Gurjão de Maronić, dubravka Špoljarić Stević, Filip Pfeiffer, Tanja Žuna Vucelić, Itana Bokan Žutinić, Petar Udovič, Marija Gligora Plenković-Moraj, Anđelka Tsiarta, Nikoletta Bláha, Luděk Geriš, rodan Fránková, Markéta Christoffersen, Kirsten Seestern Warming, Trine Perlt Feldmann, Tõnu Laas, Alo Panksep, Kristel Tuvikene, Lea Kangro, Kersti Häggqvist, Kerstin Salmi, Pauliina Arvola, Lauri Fastner, Jutta Straile, dietmar rothhaupt, Karl-Otto Fonvielle, Jeremy Grossart, Hans-Peter Avagianos, Christos Kaloudis, Triantafyllos Triantis, Theodoros Zervou, Sevasti-Kiriaki Hiskia, Anastasia Gkelis, Spyros Panou, Manthos McCarthy, Valerie Perello, Victor C. Obertegger, Ulrike Boscaini, Adriano Flaim, Giovanna Salmaso, Nico Cerasino, Leonardo Koreivienė, Judita Karosienė, Jūratė Kasperovičienė, Jūratė Savadova, Ksenija Vitonytė, Irma Haande, Sigrid Skjelbred, Birger Grabowska, Magdalena Karpowicz, Maciej Chmura, damian Nawrocka, Lidia Kobos, Justyna Mazur-Marzec, Hanna Alcaraz-Párraga, Pablo Wilk-Woźniak, Elżbieta Krztoń, Wojciech Walusiak, Edward Gagala, Ilona Mankiewicz-Boczek, Joana Toporowska, Magdalena Pawlik-Skowronska, Barbara Niedźwieck, Michał Pęczuła, Wojciech Napiórkowska-Krzebietke, Agnieszka dunalska, Julita Sieńska, Justyna Szymański, daniel Kruk, Marek Budzyńska, Agnieszka Goldyn, ryszard Kozak, Anna rosińska, Joanna Szeląg-Wasielewska, Elżbieta domek, Piotr Jakubowska-Krepska, Natalia Kwasizur, Kinga Messyasz, Beata Pełechata, Aleksandra Pełechaty, Mariusz Kokocinski, Mikolaj Madrecka, Beata Kostrzewska-Szlakowska, Iwona Frąk, Magdalena Bańkowska-Sobczak, Agnieszka Wasilewicz, Michał Ochocka, Agnieszka Pasztalenie, Agnieszka Jasser, Iwona Antão-Geraldes, Ana M. Leira, Manel Hernández, Armand Vasconcelos, Vitor Morais, João Vale, Micaela raposeiro, Pedro M. Gonçalves, Vítor Aleksovski, Boris Krstić, Svetislav Nemova, Hana drastichova, Iveta Chomov Department F.-A. Forel for Environmental and Aquatic Sciences University of Geneva Geneva 1205 Switzerland Institute of Biology Leiden University Leiden 2333 BE Netherlands Department of Freshwater and Marine Ecology University of Amsterdam Amsterdam 1090 GE Netherlands Department of Environmental Science and Technology Cyprus University of Technology Lemesos 3036 Cyprus Institute for Environmental Sciences GRID University of Geneva Geneva 1211 Switzerland Departamento de Sistemática e Ecologia Universidade Federal da Paraíba 58059-970 Paraíba Brazil Department of Biology Josip Juraj Strossmayer University of Osijek Osijek 31000 Croatia Department for Ecotoxicology Teaching Institute of Public Health of Primorje-Gorski Kotar County Rijeka 51000 Croatia Department of Biology Faculty of Science University of Zagreb Zagreb 10000 Croatia RECETOX Faculty of Science Masaryk University Brno 62500 Czech Republic Department of Hydrobiology Morava Board Authority Brno 60200 Czech Republic Laboratory of Paleoecology Institute of Botany The Czech Academy of Sciences Brno 60200 Czech Republic Freshwater Biological Laboratory Department of Biology University of Copenhagen Copenhagen 2100 Denmark Institute of Agricultural and Environmental Sciences Estonian University of Life Sciences Tartu 51014 Estonia Tartu Observatory Faculty of Science and Technology University of Tartu Tartu 61602 Estonia Department of Science and Engineering Åbo Akademi University Åbo 20520 Finland Department of Biological and Environmental Science University of Jyväskylä Jyväskylä 40014 Finland Lammi Biological Station University of Helsinki Lammi 16900 Finland German Environment Agency Unit Drinking Water Resources and Water Treatment Corrensplatz 1 Berlin 14195 Germany Department of Biology Limnological Institute University of Konstanz Konstanz 78464 Germany Department of Experimental Limnology Leibniz Institute of Freshwater Ecology and Inland Fisheries Stechlin

Under ongoing climate change and increasing anthropogenic activity, which continuously challenge ecosystem resilience, an in-depth understanding of ecological processes is urgently needed. Lakes, as providers of numerous ecosystem services, face multiple stressors that threaten their functioning. Harmful cyanobacterial blooms are a persistent problem resulting from nutrient pollution and climate-change induced stressors, like poor transparency, increased water temperature and enhanced stratification. Consistency in data collection and analysis methods is necessary to achieve fully comparable datasets and for statistical validity, avoiding issues linked to disparate data sources. The European Multi Lake Survey (EMLS) in summer 2015 was an initiative among scientists from 27 countries to collect and analyse lake physical, chemical and biological variables in a fully standardized manner. This database includes in-situ lake variables along with nutrient, pigment and cyanotoxin data of 369 lakes in Europe, which were centrally analysed in dedicated laboratories. Publishing the EMLS methods and dataset might inspire similar initiatives to study across large geographic areas that will contribute to better understanding lake responses in a changing environment. © The Author(s) 2018.

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31st Annual Meeting and Associated Programs of the Society for Immunotherapy of Cancer (SITC 2016): part one: National Harbor, Md, USA. 9-13 November 2016

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J Immunother Cancer 2016年第SUPPL 1期4卷 1-1页

作者： Andreas Lundqvist Vincent van Hoef Xiaonan Zhang Erik Wennerberg Julie Lorent Kristina Witt Laia Masvidal Sanz Shuo Liang Shannon Murray Ola Larsson rolf Kiessling Yumeng Mao John-William Sidhom Catherine A. Bessell Jonathan Havel Jonathan Schneck Timothy A. Chan Eliot Sachsenmeier david Woods Anders Berglund rupal ramakrishnan Andressa Sodre Jeffrey Weber roberta Zappasodi Yanyun Li Jingjing Qi Philip Wong Cynthia Sirard Michael Postow Walter Newman Henry Koon Vamsidhar Velcheti Margaret K. Callahan Jedd d. Wolchok Taha Merghoub Lawrence G. Lum Minsig Choi Archana Thakur Abhinav deol Gregory dyson Anthony Shields Cara Haymaker Marc Uemura ravi Murthy Marihella James daqing Wang Julie Brevard Catherine Monaghan Suzanne Swann James Geib Mark Cornfeld Srinivas Chunduru Sudhir Agrawal Cassian Yee Jennifer Wargo Sapna P. Patel rodabe Amaria Hussein Tawbi Isabella Glitza Scott Woodman Wen-Jen Hwu Michael A. davies Patrick Hwu Willem W. Overwijk Chantale Bernatchez Adi diab Erminia Massarelli Neil H. Segal Vincent ribrag Ignacio Melero Tara C. Gangadhar Walter Urba dirk Schadendorf robert L. Ferris roch Houot Franck Morschhauser Theodore Logan Jason J. Luke William Sharfman Fabrice Barlesi Patrick A. Ott Laura Mansi Shivaani Kummar Gilles Salles Cecilia Carpio roland Meier Suba Krishnan dan Mcdonald Matthew Maurer Xuemin Gu Jaclyn Neely Satyendra Suryawanshi ronald Levy Nikhil Khushalani Jennifer Wu Jinyu Zhang Fahmin Basher Mark rubinstein Mark Bucsek Guanxi Qiao Cameron Macdonald Bonnie Hylander Elizabeth repasky Shilpak Chatterjee Anusara daenthanasanmak Paramita Chakraborty Kyle Toth Megan Meek Elizabeth Garrett-Mayer Michael Nishimura Chrystal Paulos Craig Beeson Xuezhong Yu Shikhar Mehrotra Fei Zhao Kathy Evans Christine Xiao Alisha Holtzhausen Brent A. Hanks Nicole Scharping Ashley V. Menk rebecca Moreci ryan Whetstone rebekah dadey Simon Watkins robert Ferris Greg M. delgoffe Jonathan Peled Sean devlin Anna Staffas Melissa Lumish Kori Porosnicu rodriguez Katya Ahr Miguel Perales Sergio Giralt Ying Taur Eric Pam Karolinska Institutet Stockholm Stockholms Lan Sweden Weill Cornell Medical College New York NY USA Nova Southeastern University Cell Therapy Institute Fort Lauderdale FL USA Johns Hopkins University School of Medicine Baltimore MD USA Immunology Program Johns Hopkins University School of Medicine Columbia MD USA Memorial Sloan Kettering Cancer Center New York NY USA Johns Hopkins Medical Institute Baltimore MD USA University of Rochester Monrovia MD USA NYU Langone Medical Center New York NY USA H. Lee Moffitt Cancer Center Tampa FL USA Ludwig Collaborative Laboratory Memorial Sloan Kettering Cancer Center New York NY USA Immune Monitoring Core Facility Memorial Sloan Kettering Cancer Center New York NY USA Leap Therapeutics Cambridge MA USA Department of Medicine Memorial Sloan Kettering Cancer Center New York NY USA Case Western Reserve University Cleveland OH USA Cleveland Clinic Main Campus Cleveland OH USA University of Virginia Cancer Center Charlottesville VA USA Stony Brook University Medical Center Stony Brook NY USA Karmanos Cancer Institute Detroit MI USA University of Texas MD Anderson Cancer Center Houston TX USA Idera Pharmaceuticals Inc. Cambridge MA USA Institut Gustave Roussy Villejuif Ile-de-France France Center for Applied Medical Research (CIMA) University of Navarra Pamplona Navarra Spain University of Pennsylvania Philadelphia PA USA Earle A. Chiles Research Institute Providence Cancer Center Portland OR USA Universitätsklinikum Essen Essen Nordrhein-Westfalen Germany University of Pittsburgh Pittsburgh PA USA CHU Rennes Service Hématologie Clinique and INSERM 0203 Unité d’Investigation Clinique Rennes Bretagne France Centre Hospitalier Régional Universitaire de Lille Lille Nord-Pas-de-Calais France Simon Cancer Center Indiana University Indianapolis IN USA University of Chicago School of Medicine Chicago IL USA Johns Hopkins University School of Medicine Lutherville MD USA Multidisciplinary Oncology and Therapeuti

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40th EASd Annual Meeting of the European Association for the Study of diabetes : Munich, Germany, 5-9 September 2004

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diabetologia 2004年第SUPPL 1期47卷 A1-A464页

作者： Veitenhansl, M. Stegner, K. Hierl, F.-X. dieterle, C. Feldmeier, H. Gutt, B. Landgraf, r. Garrow, A. P. Vileikyte, L. Findlow, A. Waterman, C. Boulton, A. J. M. Shankhdhar, K. Shankhdhar, L. Shankhdhar, U. Petrova, N. L. Foster, A. V. M. Edmonds, M. E. Ferraresi, r. Caravaggi, C. de Giglio, r. Cavaiani, P. Pogliaghi, I. Sommariva, E. Katz, I. A. Harlan, A. Miranda-Palma, B. Prieto-Sanchez, L. Armstrong, d. G. Bowker, J. H. Mizel, M. S. Cernea, S. Wohlgelernter, J. Kidron, M. Modi, P. raz, I. Arbit, E. Nosek, L. Kapitza, C. Beckett, P. Gelfand, r. Goldberg, M. Heise, T. Testa, M. A. Turner, r. r. Hayes, J. F. Scranton, r. E. Simonson, d. C. Yang, Y.-W. Hsu, Y.-J. Naujok, O. Francini, F. Jörns, A. Tiedge, M. Lenzen, S. Abdel-Wahab, Y. H. A. Marenah, L. Orr, d. F. Shaw, C. Flatt, P. r. Chokkalingam, K. Mansell, P. I. Clausen, P. Ekbom, P. damm, P. Feldt-rasmussen, U. Nielsen, B. Mathiesen, E. r. Feldt-rasmussen, B. dewan, S. da Silva, N. Ternan, P. Mc Leong, K. S. Wilding, J. P. H. Asatiani, N. Kurashvili, r. dundua, M. Shelestova, E. Pagava, K. ramazashvili, M. Hod, M. Smirnov, S. Petersen, J. L. A. Justesen, T. I. ringholm Nielsen, L. Müller, C. Højlund, K. Wensaas, A. Kase, E. T. Aas, V. rustan, A. C. Thoresen, G. H. Levin, K. Beck-Nielsen, H. Gaster, M. Im, S.-S. Kang, S.-Y. Kim, S.-Y. Ahn, Y.-H. Lihn, A. S. Schmoll, d. Werner, T. Kienitz, A. Meyer, M. Barthel, A. Ailett, F. Sutherland, C. Walther, r. Grempler, r. Sasson, S. reich, r. Tenenbaum, T. Alpert, E. Anfossi, G. russo, I. Traversa, M. Massucco, P. Mattiello, L. doronzo, G. Trovati, M. Lally, S. Tan, C. Y. Owens, d. Tomkin, G. H. Porchay, I. Péan, F. Bellili, N. Betoulle, d. Balkau, B. Tichet, J. Marre, M. Fumeron, F. Chatellier, G. Alhenc-Gelas, F. Nichols, G. A. Brown, J. B. Hayes, r. P. Bowman, L. drexel, H. Saely, C. H. Marte, T. Benzer, W. Langer, P. Hoefle, G. Moll, W. Aczel, S. Karagiannis, E. Lübben, G. Urquhart, r. Edwards, G. Bruce, S. Howlett, H. S. C. Cugnardey, N. Turner, K. C. Park, J.-S. Fiedorek, F. T. Avogaro, A. Gallo, A. Pinton, P. riz Innenstadt Klinikum der Universität München München Germany Diabetes Center Medizinische Klinik München Germany Medicine The University of Manchester Manchester UK Medicine University of Manchester Manchester UK Podiatry The University of Salford Manchester UK Department of Medicine/Division of Endocrinology Diabetes and Metabolism University of Miami Miami USA Department of Medicine Manchester Royal Infirmary Manchester UK Podiatry L.K.Diabetes Centre Lucknow India Diabetology L.K.Diabetes Centre Lucknow India Medical Nutrition L.K.Diabetes Centre Lucknow India Diabetic Foot Clinic King’s College Hospital London UK Haemodinamic Department - Cardiovascular Division Magenta Hospital Milan Italy Center for the Study and Treatment of Diabetic Foot Pathology Abbiategrasso Hospital Milan Italy Center for the Study and Treatment of Diabetic Foot Pathology Abbiategrasso Hospital Abbiategrasso Italy Department of Orthopedics University of Miami Miami USA Department of Surgery Southern Arizona Veterans Affairs Medical Center Tucson USA Surgery Southern Arizona VA Medical Center Tucson USA Podiatric Medicine and Surgery Rosalind Franklin University School of Medicine and Science North Chicago USA Diabetes Department Center of Diabetes Nutrition and Metabolic Disorders Clug-Napoca Romania Diabetes Unit Hadassah University Hospital Jerusalem Israel Diabetes Unit Hadassah Hebrew University Hospital Jerusalem Israel Research Department Generex Biotechnology Corporation Toronto Canada Hadassah Hebrew University Hospital Jerusalem Israel Medical Research Emisphere Technologies Inc. New York USA Profil Institut fuer Stoffwechselforschung GmbH Neuss Germany Profil Institute for Metabolic Research Neuss Germany Management Profil Inst. für Stoffwechselforschung Düsseldorf Germany Institute for Metabolic Research Profil Neuss Germany Biostatistics Harvard School of Public Health Boston USA Clinical Research Phase V Technologies Wellesley Hills US

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Abstracts for the 6th Congress of Asian Sleep research Society

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Sleep and Biological rhythms 2009年第4期7卷 A1-A49页

作者： Seog Ju Kim In Kyoon Lyoo Yu-Jin Lee do-Un Jeong Hirohiko Kanai Masanori Ookubo Atsushi Yoshimura Masako Okawa Noto Yamada Takeshi Munezawa Yoshitaka Kaneita Yoneatsu Osaki Hideyuki Kanda Tadahiro Ohtsu Masumi Minowa Kenji Suzuki Susumu Hijuchi Hiroyuki Suzuki Takashi Ohida Takashi Abe Yoko Komada Shoichi Asaoka Yuichi Inoue Jin-Seong Lee Sang-Yong Cho deependra Kumar Hruda N. Mallick Velayudhan M. Kumar Mahesh K. Kaushik Akihiro Karashima Noiihiro Katayama Mitsuyuki Nakao ravindra P. Nagendra Sathiamma Sulekha Sathyaprabha T. Narasappa Pradhan Nityanadan Bindu M. Kutty M. Nirmala P. N. ravindra Basavaraj ramappa Tubaki T. N. Sathyaprabha d. Sudhakar G. S. Lavekar C. r. Chandrashekar Kazuyoshi Kitaoka Mika Shimizu Sachiko Chikahisa Kazuo Yoshizaki Hiroyoshi Sei Jong-Won Kim Misa Takegami Shin Yamazaki Yasuaki Hayashino rei Ono Koji Otani Miho Sekiguchi Shinichi Konno Shunichi Fukuhara Antonia J. Jakobson Paul Fitzgerald russell Conduit Xin Shirley Li Siu Ping Joyce Lam Wai Man Mandy Yu Yun Kwok Wing Kazue Okamoto-Mizuno Koh Mizuno Mituaki Yamamoto Shuichiro Shirakawa Hirokazu doi Mikako Kato Kazuyuki Shinohara Masako Tamaki Shiori Matsuda Katsuo Yamazaki Tadao Hori Keiko Ogawa Kazumi Takahashi Kunio Kitahama Katuo Yamazaki Yoshimasa Koyama Kohei Shioda Yugo Ueda Yukiko Nakamura Clara Inoue Kazushige Goto Sunao Uchida Yuko Morita Yoshiko Honda Tohru Kodama Mari Hagihara Toru Nakajima Masato Saito Yoshihiko Koga Shinichiro Tanaka Hiroshi Yamadera Madoka Takahara Sachiko Suwa Minoru Onozuka Sadao Sato Fumiharu Togo Taiki Komatsu Takeshi Mitani Jongbae Choi Bin Zhang Taeko Sasai Hiromi Mitsubayashi Mitsuhiro Ohtsu Isao Hasegawa Tatsuya Ishii Akira Komori Asami Suzuki Yue Nakahara Mitsuyasu Hiroki Mariko Nakauma Nobuo Someya Tomomasa Ochiai Shouhei Komori rayleigh Ping-Ying Chiang Zai-Ting Yeh Seong T. Kim Seung H. Yoon Jeong S. Kwon Jong H. Choi Hyung J. Ahn Youngsoo Kim Bolortuya Yunren Lichao Chen radhika Basheer robert W. Mccarley robert E. Strecker Makoto Honda Tetsuaki Arai Miyuki Fukazawa Yutaka Honda Kuniaki T Department of Psychiatry Gachon University of Medicine and Science Incheon Republic of Korea Department of Psychiatry Seoul National University Seoul Republic of Korea Department of Neuropsychiatry and Center for Sleep and Chronobiology Seoul National University Hospital Seoul Republic of Korea Department of Neuropsychiatry Seoul National University Hospital Seoul Republic of Korea Seoul National University Hospital Seoul Republic of Korea Department of Psychiatry Shiga University of Medical Science Otsu Japan Division of Public Health Department of Social Medicine Nihon University School of Medicine Tokyo Japan Department of Public Health Nihon University School of Medicine Tokyo Japan Division of Environmental and Preventive Medicine Department of Social Medicine Faculty of Medicine Tottori University Yonago Japan Department of Hygiene and Preventive Medicine Fukushima Medical University Fukushima Japan Department of Public Health Showa University School of Medicine Tokyo Japan Faculty of Humanities Seitoku University Matsudo Japan Section on Behavioral Science Division of Clinical Research National Hospital Organization Kurihama Alcoholism Center Yokosuka Japan Department of Otolaryngology Second Hospital Fujita Health University Nagoya Japan National Hospital Organization Kurihama Alcoholism Center Kanagawa Japan Metropolitan Police Department Criminal Investigation Laboratory Tokyo Japan Japan Somnology Center Neuropsychiatrie Research Institute Tokyo Japan Department of Somnology Tokyo Medical University Tokyo Japan Japan Somnology Center Neuropsychiatric Research Institute Tokyo Japan Department of Somnology Tokyo Medical and Dental University Tokyo Japan Center for Sleep and Chronobiology Department of Psychiatry and Behavioral Science Seoul National University College of Medicine Seoul Republic of Korea Department of Psychiatry and Behavioral Science Center for Sleep and Chronobiology Seoul Republic of Korea Department of Physiology Al

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