Literature DB >> 34305279

Artificial Intelligence shaping the future of neurology practice.

P W Vinny1, V Y Vishnu2, M V Padma Srivastava3.   

Abstract

Neurology practice has faced many challenges since Jean-Martin Charcot established its sacred tenets. Artificial Intelligence (AI) promises to revolutionize the time-tested neurology practice in unimaginable ways. AI can now diagnose stroke from CT/MRI scans, detect papilledema and diabetic retinopathy from retinal scans, interpret electroencephalogram (EEG) to prognosticate coma, detect seizure well before ictus, predict conversion of mild cognitive impairment to Alzheimer's dementia, classify neurodegenerative diseases based on gait and handwriting. Clinical practice would likely change in near future to accommodate AI as a complementary tool. The clinician should be prepared to change the perception of AI from nemesis to opportunity.
© 2021 Director General, Armed Forces Medical Services. Published by Elsevier, a division of RELX India Pvt. Ltd.

Entities:  

Keywords:  Artificial intelligence; Machine learning; Neurology; Stroke

Year:  2021        PMID： 34305279      PMCID： PMC8282510          DOI： 10.1016/j.mjafi.2021.06.003

Source DB:  PubMed          Journal:  Med J Armed Forces India        ISSN： 0377-1237


  32 in total

1.  An algorithm for seizure onset detection using intracranial EEG.

Authors:  Alaa Kharbouch; Ali Shoeb; John Guttag; Sydney S Cash
Journal:  Epilepsy Behav       Date:  2011-12       Impact factor: 2.937

2.  A multicenter randomized controlled trial of endovascular therapy following imaging evaluation for ischemic stroke (DEFUSE 3).

Authors:  Gregory W Albers; Maarten G Lansberg; Stephanie Kemp; Jenny P Tsai; Phil Lavori; Soren Christensen; Michael Mlynash; Sun Kim; Scott Hamilton; Sharon D Yeatts; Yuko Palesch; Roland Bammer; Joe Broderick; Michael P Marks
Journal:  Int J Stroke       Date:  2017-03-24       Impact factor: 5.266

3.  Localization of epileptogenic zones in F-18 FDG brain PET of patients with temporal lobe epilepsy using artificial neural network.

Authors:  J S Lee; D S Lee; S K Kim; S K Lee; J K Chung; M C Lee; K S Park
Journal:  IEEE Trans Med Imaging       Date:  2000-04       Impact factor: 10.048

Review 4.  Multiple sclerosis.

Authors:  Alan J Thompson; Sergio E Baranzini; Jeroen Geurts; Bernhard Hemmer; Olga Ciccarelli
Journal:  Lancet       Date:  2018-03-23       Impact factor: 79.321

5.  Automated ASPECTS on Noncontrast CT Scans in Patients with Acute Ischemic Stroke Using Machine Learning.

Authors:  H Kuang; M Najm; D Chakraborty; N Maraj; S I Sohn; M Goyal; M D Hill; A M Demchuk; B K Menon; W Qiu
Journal:  AJNR Am J Neuroradiol       Date:  2018-11-29       Impact factor: 3.825

6.  Applications of neural network analyses to in vivo 1H magnetic resonance spectroscopy of epilepsy patients.

Authors:  I J Bakken; D Axelson; K A Kvistad; E Brodtkorb; B Müller; J Aasly; I S Gribbestad
Journal:  Epilepsy Res       Date:  1999-07       Impact factor: 3.045

7.  Endovascular therapy for ischemic stroke with perfusion-imaging selection.

Authors:  Bruce C V Campbell; Peter J Mitchell; Timothy J Kleinig; Helen M Dewey; Leonid Churilov; Nawaf Yassi; Bernard Yan; Richard J Dowling; Mark W Parsons; Thomas J Oxley; Teddy Y Wu; Mark Brooks; Marion A Simpson; Ferdinand Miteff; Christopher R Levi; Martin Krause; Timothy J Harrington; Kenneth C Faulder; Brendan S Steinfort; Miriam Priglinger; Timothy Ang; Rebecca Scroop; P Alan Barber; Ben McGuinness; Tissa Wijeratne; Thanh G Phan; Winston Chong; Ronil V Chandra; Christopher F Bladin; Monica Badve; Henry Rice; Laetitia de Villiers; Henry Ma; Patricia M Desmond; Geoffrey A Donnan; Stephen M Davis
Journal:  N Engl J Med       Date:  2015-02-11       Impact factor: 91.245

8.  Artificial Intelligence to Detect Papilledema from Ocular Fundus Photographs.

Authors:  Dan Milea; Raymond P Najjar; Jiang Zhubo; Daniel Ting; Caroline Vasseneix; Xinxing Xu; Masoud Aghsaei Fard; Pedro Fonseca; Kavin Vanikieti; Wolf A Lagrèze; Chiara La Morgia; Carol Y Cheung; Steffen Hamann; Christophe Chiquet; Nicolae Sanda; Hui Yang; Luis J Mejico; Marie-Bénédicte Rougier; Richard Kho; Tran Thi Ha Chau; Shweta Singhal; Philippe Gohier; Catherine Clermont-Vignal; Ching-Yu Cheng; Jost B Jonas; Patrick Yu-Wai-Man; Clare L Fraser; John J Chen; Selvakumar Ambika; Neil R Miller; Yong Liu; Nancy J Newman; Tien Y Wong; Valérie Biousse
Journal:  N Engl J Med       Date:  2020-04-14       Impact factor: 91.245

9.  Automatic epileptic seizure detection using scalp EEG and advanced artificial intelligence techniques.

Authors:  Paul Fergus; David Hignett; Abir Hussain; Dhiya Al-Jumeily; Khaled Abdel-Aziz
Journal:  Biomed Res Int       Date:  2015-01-29       Impact factor: 3.411

10.  The Neurologist and Artificial Intelligence: Titans at Crossroads.

Authors:  Venugopalan Y Vishnu; Pulikottil Wilson Vinny
Journal:  Ann Indian Acad Neurol       Date:  2019 Jul-Sep       Impact factor: 1.383
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  1 in total

Review 1.  Clinical Applications of Artificial Intelligence-An Updated Overview.

Authors:  Ștefan Busnatu; Adelina-Gabriela Niculescu; Alexandra Bolocan; George E D Petrescu; Dan Nicolae Păduraru; Iulian Năstasă; Mircea Lupușoru; Marius Geantă; Octavian Andronic; Alexandru Mihai Grumezescu; Henrique Martins
Journal:  J Clin Med       Date:  2022-04-18       Impact factor: 4.964
  1 in total

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