Literature DB >> 34635854

A quality assessment tool for artificial intelligence-centered diagnostic test accuracy studies: QUADAS-AI.

Viknesh Sounderajah1,2, Hutan Ashrafian3,4, Sherri Rose5, Nigam H Shah6, Marzyeh Ghassemi7, Robert Golub8, Charles E Kahn9, Andre Esteva10, Alan Karthikesalingam11, Bilal Mateen12, Dale Webster11, Dan Milea13, Daniel Ting13, Darren Treanor14,15,16,17, Dominic Cushnan18, Dominic King3,19, Duncan McPherson20, Ben Glocker21, Felix Greaves22, Leanne Harling3,4, Johan Ordish20, Jérémie F Cohen23, Jon Deeks24, Mariska Leeflang25, Matthew Diamond26, Matthew D F McInnes27, Melissa McCradden28, Michael D Abràmoff29, Pasha Normahani4, Sheraz R Markar4, Stephanie Chang30, Xiaoxuan Liu31,32,33, Susan Mallett34, Shravya Shetty11, Alastair Denniston31,32,33, Gary S Collins35,36, David Moher37, Penny Whiting38, Patrick M Bossuyt39, Ara Darzi40,41.   

Abstract

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Year:  2021        PMID： 34635854     DOI： 10.1038/s41591-021-01517-0

Source DB:  PubMed          Journal:  Nat Med        ISSN： 1078-8956            Impact factor:   53.440


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  11 in total

Review 1.  Machine Learning Tools for Image-Based Glioma Grading and the Quality of Their Reporting: Challenges and Opportunities.

Authors:  Sara Merkaj; Ryan C Bahar; Tal Zeevi; MingDe Lin; Ichiro Ikuta; Khaled Bousabarah; Gabriel I Cassinelli Petersen; Lawrence Staib; Seyedmehdi Payabvash; John T Mongan; Soonmee Cha; Mariam S Aboian
Journal:  Cancers (Basel)       Date:  2022-05-25       Impact factor: 6.575

2.  Artificial intelligence for radiological paediatric fracture assessment: a systematic review.

Authors:  Susan C Shelmerdine; Richard D White; Hantao Liu; Owen J Arthurs; Neil J Sebire
Journal:  Insights Imaging       Date:  2022-06-03

3.  Development and validation pathways of artificial intelligence tools evaluated in randomised clinical trials.

Authors:  George C M Siontis; Romy Sweda; Peter A Noseworthy; Paul A Friedman; Konstantinos C Siontis; Chirag J Patel
Journal:  BMJ Health Care Inform       Date:  2021-12

Review 4.  The Effectiveness of Semi-Automated and Fully Automatic Segmentation for Inferior Alveolar Canal Localization on CBCT Scans: A Systematic Review.

Authors:  Julien Issa; Raphael Olszewski; Marta Dyszkiewicz-Konwińska
Journal:  Int J Environ Res Public Health       Date:  2022-01-04       Impact factor: 3.390

5.  Guides for the Successful Conduct and Reporting of Systematic Review and Meta-Analysis of Diagnostic Test Accuracy Studies.

Authors:  Seong Ho Park
Journal:  Korean J Radiol       Date:  2022-03       Impact factor: 3.500

Review 6.  Implementation of prognostic machine learning algorithms in paediatric chronic respiratory conditions: a scoping review.

Authors:  Nicole Filipow; Eleanor Main; Neil J Sebire; John Booth; Andrew M Taylor; Gwyneth Davies; Sanja Stanojevic
Journal:  BMJ Open Respir Res       Date:  2022-03

7.  An updated systematic review of radiomics in osteosarcoma: utilizing CLAIM to adapt the increasing trend of deep learning application in radiomics.

Authors:  Jingyu Zhong; Yangfan Hu; Guangcheng Zhang; Yue Xing; Defang Ding; Xiang Ge; Zhen Pan; Qingcheng Yang; Qian Yin; Huizhen Zhang; Huan Zhang; Weiwu Yao
Journal:  Insights Imaging       Date:  2022-08-20

8.  A systematic review of radiomics in pancreatitis: applying the evidence level rating tool for promoting clinical transferability.

Authors:  Jingyu Zhong; Yangfan Hu; Yue Xing; Xiang Ge; Defang Ding; Huan Zhang; Weiwu Yao
Journal:  Insights Imaging       Date:  2022-08-20

9.  Artificial intelligence performance in image-based ovarian cancer identification: A systematic review and meta-analysis.

Authors:  He-Li Xu; Ting-Ting Gong; Fang-Hua Liu; Hong-Yu Chen; Qian Xiao; Yang Hou; Ying Huang; Hong-Zan Sun; Yu Shi; Song Gao; Yan Lou; Qing Chang; Yu-Hong Zhao; Qing-Lei Gao; Qi-Jun Wu
Journal:  EClinicalMedicine       Date:  2022-09-17

Review 10.  Bias Investigation in Artificial Intelligence Systems for Early Detection of Parkinson's Disease: A Narrative Review.

Authors:  Sudip Paul; Maheshrao Maindarkar; Sanjay Saxena; Luca Saba; Monika Turk; Manudeep Kalra; Padukode R Krishnan; Jasjit S Suri
Journal:  Diagnostics (Basel)       Date:  2022-01-11
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