Luận văn thạc sĩ medically applied artificial intelligence from bench to bedside
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Luận văn thạc sĩ medically applied artificial intelligence from bench to bedside
Yale UniversityEliSchoIar - A Digital Platform for Scholarly Publishing at YaleYale Medicine Thesis Digital LibrarySchool of Medicine43466Medically Ap Luận văn thạc sĩ medically applied artificial intelligence from bench to bedside pplied Artificial Intelligence: fromBench To BedsideNicholas chedidFollow this and additional works at: https://elischolar.library.yale.edu/ymtdlRecommended CitationCbedid, NtchoUi, 'Medically Applied Artificial lnteliigence:from Bench To Bedside* (2019). Fulf .Medicine Ihtfti Ibgital Library.M82.ht Luận văn thạc sĩ medically applied artificial intelligence from bench to bedside tps://eliicholar.library.yale.edu?'ymtdl,'i482This Open Access thesis B. brought to you for free and open access by the School of SieiỈKinc it EhScholLuận văn thạc sĩ medically applied artificial intelligence from bench to bedside
ar - A Digit J Platform for Schohaiy Publishing at Yale. It has been accepted for indusion in Yale Medicine thesis Digital Library by an authorized adYale UniversityEliSchoIar - A Digital Platform for Scholarly Publishing at YaleYale Medicine Thesis Digital LibrarySchool of Medicine43466Medically Ap Luận văn thạc sĩ medically applied artificial intelligence from bench to bedside pplied Artificial Intelligence:From Bench to BedsideA Thesis Submitted to the Yale School of Medicine in Partial Fulfillment of the Requirementsfor the Degree of Doctor of MedicinebyNicholas Chedid2019https://khothuvien.cori!“Before Ỉ came here. Ì was confused about this subject. Having listened to Luận văn thạc sĩ medically applied artificial intelligence from bench to bedside your lecture, I am still confused - but OH a higher level."Enrico Fermi“Thanks to my solid academic training, today I can write hundreds of words on vLuận văn thạc sĩ medically applied artificial intelligence from bench to bedside
irtually any topic without possessing a shred of information, which is how I got a good job in journalism.''Dave BarryiiYALE SCHOOL OF MEDICINEAbstracYale UniversityEliSchoIar - A Digital Platform for Scholarly Publishing at YaleYale Medicine Thesis Digital LibrarySchool of Medicine43466Medically Ap Luận văn thạc sĩ medically applied artificial intelligence from bench to bedside is was to develop several medically applied artificial intelligence programs, which can he considered either clinical decision support tools or programs which make the development of such tools more feasible. The first two projects are more basic or "bench" in focus, while the final project is more Luận văn thạc sĩ medically applied artificial intelligence from bench to bedside translational. The first program involves the creation of a residual neural network to automatically detect the presence of pericardial effusions in pLuận văn thạc sĩ medically applied artificial intelligence from bench to bedside
oint-of-care echocardiography and currently has an accuracy of 71%. The second program involves the development of a sub-type of generative adverseriaYale UniversityEliSchoIar - A Digital Platform for Scholarly Publishing at YaleYale Medicine Thesis Digital LibrarySchool of Medicine43466Medically Ap Luận văn thạc sĩ medically applied artificial intelligence from bench to bedside ly detect fractures. We have already generated high quality synthetic x-rays. We are currently using structural similarity index measurements and Visual Turing tests with three radiologists in order to further evaluate image quality. The final project involves the development of neural networks for Luận văn thạc sĩ medically applied artificial intelligence from bench to bedside audio and visual analysis of 30 seconds of video to diagnose and monitor treatment of depression. Our current root mean square error (RMSE) is 9.53 foLuận văn thạc sĩ medically applied artificial intelligence from bench to bedside
r video analysis and 11.6 for audio analysis, which are currently second best in the literature and still improving. Clinical pilot studies for this fYale UniversityEliSchoIar - A Digital Platform for Scholarly Publishing at YaleYale Medicine Thesis Digital LibrarySchool of Medicine43466Medically Ap Luận văn thạc sĩ medically applied artificial intelligence from bench to bedside low our accuracy to be best in the literature. Wo arc currently applying for a translational NIH grant based on this work.iiiYale UniversityEliSchoIar - A Digital Platform for Scholarly Publishing at YaleYale Medicine Thesis Digital LibrarySchool of Medicine43466Medically ApGọi ngay
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