Literature DB >> 30862612

Clinical applications of machine learning algorithms: beyond the black box.

David S Watson1,2,3, Jenny Krutzinna4, Ian N Bruce5,6, Christopher Em Griffiths6,7, Iain B McInnes8, Michael R Barnes2,3, Luciano Floridi4,3.   

Abstract

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Year:  2019        PMID： 30862612     DOI： 10.1136/bmj.l886

Source DB:  PubMed          Journal:  BMJ        ISSN： 0959-8138


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  54 in total

Review 1.  Looking beyond the hype: Applied AI and machine learning in translational medicine.

Authors:  Tzen S Toh; Frank Dondelinger; Dennis Wang
Journal:  EBioMedicine       Date:  2019-08-26       Impact factor: 8.143

Review 2.  Development and validation of early warning score system: A systematic literature review.

Authors:  Li-Heng Fu; Jessica Schwartz; Amanda Moy; Chris Knaplund; Min-Jeoung Kang; Kumiko O Schnock; Jose P Garcia; Haomiao Jia; Patricia C Dykes; Kenrick Cato; David Albers; Sarah Collins Rossetti
Journal:  J Biomed Inform       Date:  2020-04-08       Impact factor: 6.317

3.  Does artificial intelligence (AI) constitute an opportunity or a threat to the future of medicine as we know it?

Authors:  Misha Kabir
Journal:  Future Healthc J       Date:  2019-10

Review 4.  Artificial Intelligence: reshaping the practice of radiological sciences in the 21st century.

Authors:  Issam El Naqa; Masoom A Haider; Maryellen L Giger; Randall K Ten Haken
Journal:  Br J Radiol       Date:  2020-02-01       Impact factor: 3.039

5.  A new approach to integrating patient-generated data with expert knowledge for personalized goal setting: A pilot study.

Authors:  Marissa Burgermaster; Jung H Son; Patricia G Davidson; Arlene M Smaldone; Gilad Kuperman; Daniel J Feller; Katherine Gardner Burt; Matthew E Levine; David J Albers; Chunhua Weng; Lena Mamykina
Journal:  Int J Med Inform       Date:  2020-04-30       Impact factor: 4.046

6.  Intelligent Artificial Intelligence: Present Considerations and Future Implications of Machine Learning Applied to Electrocardiogram Interpretation.

Authors:  David P Kao
Journal:  Circ Cardiovasc Qual Outcomes       Date:  2019-09-05

7.  DNA methylation-based profiling of bone and soft tissue tumours: a validation study of the 'DKFZ Sarcoma Classifier'.

Authors:  Iben Lyskjaer; Solange De Noon; Roberto Tirabosco; Ana Maia Rocha; Daniel Lindsay; Fernanda Amary; Hongtao Ye; Daniel Schrimpf; Damian Stichel; Martin Sill; Christian Koelsche; Nischalan Pillay; Andreas Von Deimling; Stephan Beck; Adrienne M Flanagan
Journal:  J Pathol Clin Res       Date:  2021-05-05

8.  Unity Is Intelligence: A Collective Intelligence Experiment on ECG Reading to Improve Diagnostic Performance in Cardiology.

Authors:  Luca Ronzio; Andrea Campagner; Federico Cabitza; Gian Franco Gensini
Journal:  J Intell       Date:  2021-04-01

9.  Development of Machine Learning Models to Validate a Medication Regimen Complexity Scoring Tool for Critically Ill Patients.

Authors:  Mohammad A Al-Mamun; Todd Brothers; Andrea Sikora Newsome
Journal:  Ann Pharmacother       Date:  2020-09-15       Impact factor: 3.154

10.  Understanding, explaining, and utilizing medical artificial intelligence.

Authors:  Romain Cadario; Chiara Longoni; Carey K Morewedge
Journal:  Nat Hum Behav       Date:  2021-06-28
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