Towards nationally curated data archives for clinical radiology image analysis at scale: Learnings from national data collection in response to a pandemic

Autor: Cushnan, Dominic, Berka, Rosalind, Bertolli, Ottavia, Williams, Peter, Schofield, Daniel, Joshi, Indra, Favaro, Alberto, Halling-Brown, Mark, Imreh, Gergely, Jefferson, Emily, Sebire, Neil J., Reilly, Gerry, Rodrigues, Jonathan C.L., Robinson, Graham, Copley, Susan, Malik, Rizwan, Bloomfield, Claire, Gleeson, Fergus, Crotty, Moira, Denton, Erika, Dickson, Jeanette, Leeming, Gary, Hardwick, Hayley E., Baillie, Kenneth, Openshaw, Peter J.M., Semple, Malcolm G., Rubin, Caroline, Howlett, Andy, Rockall, Andrea G., Bhayat, Ayub, Fascia, Daniel, Sudlow, Cathie, Jacob, Joseph, Alexander, Daniel, Alexander, Melissa, Ashley, Nicholas, Aziz, Hena, Babar, Judith L., Barbar, Ramona Rita, Bates, Angela, Bennett, Oscar, Bettany, Alison, Bhatia, Bahadar, Bowen, Angela, Bown, Hannah, Brookes, Doreen, Buckle, Stephen, Burfield, Paul, Burford, Paul, Hurst, John

Publikováno v: Digital Health, Vol 7 (2021)
2021, ' Towards nationally curated data archives for clinical radiology image analysis at scale : Learnings from national data collection in response to a pandemic ', Digital Health, vol. 7, 20552076211048654, pp. 1-13 . https://doi.org/10.1177/20552076211048654
Digital Health

The prevalence of the coronavirus SARS-CoV-2 disease has resulted in the unprecedented collection of health data to support research. Historically, coordinating the collation of such datasets on a national scale has been challenging to execute for se

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::860920e4cb4bac95529b14c3778e68ef
https://doi.org/10.1177/20552076211048654

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A real-world evaluation of the diagnostic accuracy of radiologists using positive predictive values verified from deep learning and natural language processing chest algorithms deployed retrospectively.

Autor: Bhatia BS; Directorate of Diagnostic Radiology, Sandwell & West Birmingham NHS Trust, Lyndon, West Bromwich B71 4HJ, United Kingdom.; Space Research Centre, Physics & Astronomy, University of Leicester, 92 Corporation Road, Leicester LE4 5SP, United Kingdom., Morlese JF; Directorate of Diagnostic Radiology, Sandwell & West Birmingham NHS Trust, Lyndon, West Bromwich B71 4HJ, United Kingdom., Yusuf S; Directorate of Diagnostic Radiology, Sandwell & West Birmingham NHS Trust, Lyndon, West Bromwich B71 4HJ, United Kingdom., Xie Y; Merge, Merative (Formerly, IBM Watson Health Imaging), Ann Arbor, Michigan, MI 48108, United States., Schallhorn B; Merge, Merative (Formerly, IBM Watson Health Imaging), Ann Arbor, Michigan, MI 48108, United States., Gruen D; Jefferson Radiology and Radiology Partners, 111 Founders Plaza, East Hartford, Connecticut CT 06108, United States.

Publikováno v: BJR open [BJR Open] 2023 Dec 12; Vol. 6 (1), pp. tzad009. Date of Electronic Publication: 2023 Dec 12 (Print Publication: 2024).