Challenges in Reducing Bias Using Post-Processing Fairness for Breast Cancer Stage Classification with Deep Learning

Autor: Armin Soltan, Peter Washington

Publikováno v: Algorithms, Vol 17, Iss 4, p 141 (2024)

Breast cancer is the most common cancer affecting women globally. Despite the significant impact of deep learning models on breast cancer diagnosis and treatment, achieving fairness or equitable outcomes across diverse populations remains a challenge

Externí odkaz: https://doaj.org/article/3629a8934393461db566b6fa43eade77

Arterial Blood Pressure Feature Estimation Using Photoplethysmography

Autor: Zadi, Armin Soltan, Alex, Raichel, Zhang, Rong, Watenpaugh, Donald E., Behbehani, Khosrow

Publikováno v: Armin Soltan Zadi, Raichel Alex, Rong Zhang, Donald E. Watenpaugh, Khosrow Behbehani, "Arterial Blood Pressure Feature Estimation Using Photoplethysmography",Computers in Biology and Medicine,Volume 102, 1 November 2018, Pages 104-111

Continuous and noninvasive monitoring of blood pressure has numerous clinical and fitness applications. Current methods of continuous measurement of blood pressure are either invasive and/or require expensive equipment. Therefore, we investigated a n

Externí odkaz: http://arxiv.org/abs/1811.06039

Quantification of Nocturnal Blood Pressure Oscillations Induced by Sleep Disordered Breathing

Autor: Mahrshi B. Jani, Rong Zhang, Donald E. Watenpaugh, Armin Soltan zadi, Yao-Shun Chuang, Khosrow Behbehani, Raichel M. Alex

Publikováno v: EMBC

We present an approach to quantifying nocturnal blood pressure (BP) variations that are elicited by sleep disordered breathing (SDB). A sample-by-sample aggregation of the dynamic BP variations during normal breathing and BP oscillations prompted by

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c888c4c1ba5ac5255f8932dbaf727d90
https://doi.org/10.1109/embc44109.2020.9175150

Dynamic Estimation of Cerebral Blood Flow Using Blood Pressure Signal in sleep Apnea Patients

Autor: Armin Soltan zadi, Raichel M. Alex, Donald E. Watenpaugh, Mahrshi B. Jani, Khosrow Behbehani, Rong Zhang

Publikováno v: EMBC

Monitoring apnea-induced cerebral blood flow (CBF) oscillations is of importance for assessing apnea patient brain health. Blood pressure (BP) oscillations during apnea can induce oscillations in CBF. Preliminary results of testing an Auto Regressive

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0b8301cf45f91d670923ce4519d5b6bc
https://doi.org/10.1109/embc.2019.8857481

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