Topological Descriptors for Parkinson's Disease Classification and Regression Analysis

Autor: Nawar, Afra, Rahman, Farhan, Krishnamurthi, Narayanan, Som, Anirudh, Turaga, Pavan

At present, the vast majority of human subjects with neurological disease are still diagnosed through in-person assessments and qualitative analysis of patient data. In this paper, we propose to use Topological Data Analysis (TDA) together with machi

Externí odkaz: http://arxiv.org/abs/2004.07384

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Noninvasive Vagal Nerve Stimulation for Opioid Use Disorder.

Autor: Bremner JD; Department of Psychiatry & Behavioral Sciences, Emory University School of Medicine, Atlanta GA.; Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta GA.; Atlanta Veterans Affairs Healthcare System, Decatur GA., Gazi AH; School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA., Lambert TP; Coulter Department of Biomedical Engineering, Georgia Institute of Technology, Atlanta, GA., Nawar A; School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA., Harrison AB; School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA., Welsh JW; Department of Psychiatry & Behavioral Sciences, Emory University School of Medicine, Atlanta GA., Vaccarino V; Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA.; Department of Medicine, Division of Cardiology, Emory University School of Medicine, Atlanta GA., Walton KM; Clinical Research Grants Branch, Division of Therapeutics and Medical Consequences, National Institute on Drug Abuse, Bethesda, MD., Jaquemet N; Department of Psychiatry & Behavioral Sciences, Emory University School of Medicine, Atlanta GA., Mermin-Bunnell K; Department of Psychiatry & Behavioral Sciences, Emory University School of Medicine, Atlanta GA., Mesfin H; Department of Psychiatry & Behavioral Sciences, Emory University School of Medicine, Atlanta GA., Gray TA; Department of Psychiatry & Behavioral Sciences, Emory University School of Medicine, Atlanta GA., Ross K; Department of Psychiatry & Behavioral Sciences, Emory University School of Medicine, Atlanta GA., Saks G; Coulter Department of Biomedical Engineering, Georgia Institute of Technology, Atlanta, GA., Tomic N; School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA., Affadzi D; Department of Psychiatry & Behavioral Sciences, Emory University School of Medicine, Atlanta GA., Bikson M; Department of Biomedical Engineering, The City College of New York, New York, NY., Shah AJ; Atlanta Veterans Affairs Healthcare System, Decatur GA.; Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA.; Department of Medicine, Division of Cardiology, Emory University School of Medicine, Atlanta GA., Dunn KE; Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore MD., Giordano NA; Nell Hodgson Woodruff School of Nursing, Emory University, Atlanta, GA., Inan OT; School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA.; Coulter Department of Biomedical Engineering, Georgia Institute of Technology, Atlanta, GA.

Publikováno v: Annals of depression and anxiety [Ann Depress Anxiety] 2023; Vol. 10 (1). Date of Electronic Publication: 2023 Aug 02.

Topological Descriptors for Parkinson's Disease Classification and Regression Analysis.

Autor: Nawar A, Rahman F, Krishnamurthi N, Som A, Turaga P

Publikováno v: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference [Annu Int Conf IEEE Eng Med Biol Soc] 2020 Jul; Vol. 2020, pp. 793-797.