Using imaging to combat a pandemic: rationale for developing the UK National COVID-19 Chest Imaging Database

被引:18
作者
Jacob, Joseph [1 ,2 ]
Alexander, Daniel [2 ]
Baillie, J. Kenneth [3 ,4 ]
Berka, Rosalind [5 ]
Bertolli, Ottavia [5 ]
Blackwood, James [6 ]
Buchan, Iain [7 ]
Bloomfield, Claire [8 ]
Cushnan, Dominic [9 ]
Docherty, Annemarie [10 ]
Edey, Anthony [11 ]
Favaro, Alberto [5 ]
Gleeson, Fergus [8 ,12 ]
Halling-Brown, Mark [13 ,14 ]
Hare, Samanjit [15 ]
Jefferson, Emily [16 ,17 ]
Johnstone, Annette [18 ]
Kirby, Myles [5 ]
McStay, Ruth [19 ]
Nair, Arjun [20 ]
Openshaw, Peter J. M. [21 ]
Parker, Geoff [2 ,22 ]
Reilly, Gerry [16 ]
Robinson, Graham [23 ]
Roditi, Giles [24 ]
Rodrigues, Jonathan C. L. [23 ]
Sebire, Neil [16 ]
Semple, Malcolm G. [25 ]
Sudlow, Catherine [26 ,27 ]
Woznitza, Nick [28 ,29 ,30 ]
Joshi, Indra [9 ]
机构
[1] UCL, Dept Resp Med, London, England
[2] UCL, Dept Comp Sci, Ctr Med Image Comp, London, England
[3] Univ Edinburgh, Roslin Inst, Div Genet & Genom, Edinburgh, Midlothian, Scotland
[4] Univ Edinburgh, Ctr Inflammat Res, Edinburgh, Midlothian, Scotland
[5] Faculty, London, England
[6] NHS Greater Glasgow & Clyde, Ind Ctr Artificial Intelligence Res Digital Diagn, Dept eHlth, Glasgow, Lanark, Scotland
[7] Univ Liverpool, Inst Populat Hlth, Liverpool, Merseyside, England
[8] Univ Oxford, Big Data Inst, Natl Consortium Intelligent Med Imaging NCIMI, Oxford, England
[9] NHSX, London, England
[10] Univ Edinburgh, Usher Inst, Ctr Med Informat, Edinburgh, Midlothian, Scotland
[11] North Bristol NHS Trust, Southmead Hosp, Dept Radiol, Bristol, Avon, England
[12] Univ Oxford, Dept Oncol, Oxford, England
[13] Royal Surrey NHS Fdn Trust, Sci Comp, Guildford, Surrey, England
[14] Univ Surrey, Ctr Vis Speech & Signal Proc CVSSP, Guildford, Surrey, England
[15] Royal Free London NHS Trust, Dept Radiol, London, England
[16] Hlth Data Res UK, London, England
[17] Univ Dundee, Sch Med, Hlth Informat Ctr HIC, Dundee, Scotland
[18] Leeds Teaching Hosp NHS Trust, Dept Radiol, Leeds Gen Infirm, Leeds, W Yorkshire, England
[19] Newcastle Upon Tyne Hosp NHS Fdn Trust, Dept Radiol, Freeman Hosp, Newcastle Upon Tyne, Tyne & Wear, England
[20] Univ Coll London Hosp, Dept Radiol, London, England
[21] Imperial Coll London, Fac Med, Natl Heart & Lung Inst, London, England
[22] Bioxydyn Ltd, Manchester, Lancs, England
[23] Royal United Hosp Bath NHS Fdn Trust, Dept Radiol, Bath, Avon, England
[24] Univ Glasgow, Glasgow Royal Infirm, Dept Radiol, Glasgow, Lanark, Scotland
[25] Univ Liverpool, Fac Hlth & Life Sci, NIHR Hlth Protect Res Unit Emerging & Zoonot Infe, Liverpool, Merseyside, England
[26] Univ Edinburgh, Usher Inst, Edinburgh, Midlothian, Scotland
[27] Hlth Data Res UK, British Heart Fdn BHF, Data Sci Ctr, Edinburgh, Midlothian, Scotland
[28] Homerton Univ Hosp, Dept Radiol, London, England
[29] Canterbury Christ Church Univ, Sch Allied & Publ Hlth Profess, Canterbury, Kent, England
[30] 12 NHS Nightingale Hosp London, London, England
关键词
BRITISH SOCIETY;
D O I
10.1183/13993003.01809-2020
中图分类号
R56 [呼吸系及胸部疾病];
学科分类号
摘要
[No abstract available]
引用
收藏
页数:5
相关论文
共 15 条
[1]  
[Anonymous], 2020, EUR RESPIR J, DOI DOI 10.1183/13993003.01785-2019
[2]   Clinically applicable deep learning for diagnosis and referral in retinal disease [J].
De Fauw, Jeffrey ;
Ledsam, Joseph R. ;
Romera-Paredes, Bernardino ;
Nikolov, Stanislav ;
Tomasev, Nenad ;
Blackwell, Sam ;
Askham, Harry ;
Glorot, Xavier ;
O'Donoghue, Brendan ;
Visentin, Daniel ;
van den Driessche, George ;
Lakshminarayanan, Balaji ;
Meyer, Clemens ;
Mackinder, Faith ;
Bouton, Simon ;
Ayoub, Kareem ;
Chopra, Reena ;
King, Dominic ;
Karthikesalingam, Alan ;
Hughes, Cian O. ;
Raine, Rosalind ;
Hughes, Julian ;
Sim, Dawn A. ;
Egan, Catherine ;
Tufail, Adnan ;
Montgomery, Hugh ;
Hassabis, Demis ;
Rees, Geraint ;
Back, Trevor ;
Khaw, Peng T. ;
Suleyman, Mustafa ;
Cornebise, Julien ;
Keane, Pearse A. ;
Ronneberger, Olaf .
NATURE MEDICINE, 2018, 24 (09) :1342-+
[3]   Open source clinical science for emerging infections [J].
Dunning, Jake W. ;
Merson, Laura ;
Rohde, Gernot G. U. ;
Gao, Zhancheng ;
Semple, Malcolm G. ;
Dat Tran ;
Gordon, Anthony ;
Liaro, Piero L. ;
Khoo, Saye H. ;
Bruzzone, Roberto ;
Horby, Peter ;
Cobb, J. Perren ;
Longuere, Kajsa-Stina ;
Kellam, Paul ;
Nichol, Alistair ;
Brett, Stephen ;
Everett, Dean ;
Walsh, Timothy S. ;
Tran-Tinh Hien ;
Yu, Hongjie ;
Zambon, Maria ;
Ruiz-Palacios, Guillermo ;
Lang, Trudie ;
Akhvlediani, Tamuna ;
Hayden, Frederick G. ;
Marshall, John ;
Webb, Steve ;
Angus, Derek C. ;
Shindo, Nahoko ;
van der Werf, Sylvie ;
Openshaw, Peter J. M. ;
Farrar, Jeremy ;
Carson, Gail ;
Baillie, J. Kenneth .
LANCET INFECTIOUS DISEASES, 2014, 14 (01) :8-9
[4]   Dermatologist-level classification of skin cancer with deep neural networks [J].
Esteva, Andre ;
Kuprel, Brett ;
Novoa, Roberto A. ;
Ko, Justin ;
Swetter, Susan M. ;
Blau, Helen M. ;
Thrun, Sebastian .
NATURE, 2017, 542 (7639) :115-+
[5]  
EUROSTAT, HEALTHC RES STAT TEC
[6]  
Guan WJ, 2020, EUR RESPIR J, V55, DOI [10.1183/13993003.00547-2020, 10.1371/journal.pone.0240308, 10.1183/13993003.00597-2020]
[7]  
Halling-Brown MD, 2020, OPTIMAM MAMOGRAPHY I
[8]   A UK-wide British Society of Thoracic Imaging COVID-19 imaging repository and database: design, rationale and implications for education and research [J].
Hare, S. S. ;
Rodrigues, J. C. L. ;
Jacob, J. ;
Edey, A. ;
Devaraj, A. ;
Johnstone, A. ;
McStay, R. ;
Nair, A. ;
Robinson, G. .
CLINICAL RADIOLOGY, 2020, 75 (05) :326-328
[9]  
Huang CL, 2020, LANCET, V395, P497, DOI [10.1016/S0140-6736(20)30211-7, 10.1016/S0140-6736(20)30183-5]
[10]  
Johns Hopkins University Center for Systems Science and Engineering, COVID 19 DASHB WORLD