Zobrazeno 1 - 10
of 174
pro vyhledávání: '"Bandyopadhyay, Sabyasachi"'
Autor:
Ansari, Rayan, Cao, John, Bandyopadhyay, Sabyasachi, Narayan, Sanjiv M., Rogers, Albert J., Pilanci, Mert
We present ConvexECG, an explainable and resource-efficient method for reconstructing six-lead electrocardiograms (ECG) from single-lead data, aimed at advancing personalized and continuous cardiac monitoring. ConvexECG leverages a convex reformulati
Externí odkaz:
http://arxiv.org/abs/2409.12493
Autor:
Silva, Brandon, Contreras, Miguel, Bandyopadhyay, Sabyasachi, Ren, Yuanfang, Guan, Ziyuan, Balch, Jeremy, Khezeli, Kia, Baslanti, Tezcan Ozrazgat, Shickel, Ben, Bihorac, Azra, Rashidi, Parisa
Assessing acute brain dysfunction (ABD), including delirium and coma in the intensive care unit (ICU), is a critical challenge due to its prevalence and severe implications for patient outcomes. Current diagnostic methods rely on infrequent clinical
Externí odkaz:
http://arxiv.org/abs/2403.07201
Autor:
Siegel, Scott, Zhang, Jiaqing, Bandyopadhyay, Sabyasachi, Nerella, Subhash, Silva, Brandon, Baslanti, Tezcan, Bihorac, Azra, Rashidi, Parisa
Despite the importance of closely monitoring patients in the Intensive Care Unit (ICU), many aspects are still assessed in a limited manner due to the time constraints imposed on healthcare providers. For example, although excessive visitations durin
Externí odkaz:
http://arxiv.org/abs/2403.06322
Autor:
Sena, Jessica, Mostafiz, Mohammad Tahsin, Zhang, Jiaqing, Davidson, Andrea, Bandyopadhyay, Sabyasachi, Yuanfang, Ren, Ozrazgat-Baslanti, Tezcan, Shickel, Benjamin, Loftus, Tyler, Schwartz, William Robson, Bihorac, Azra, Rashidi, Parisa
Acuity assessments are vital in critical care settings to provide timely interventions and fair resource allocation. Traditional acuity scores rely on manual assessments and documentation of physiological states, which can be time-consuming, intermit
Externí odkaz:
http://arxiv.org/abs/2311.02251
Autor:
Contreras, Miguel, Silva, Brandon, Shickel, Benjamin, Ozrazgat-Baslanti, Tezcan, Ren, Yuanfang, Guan, Ziyuan, Balch, Jeremy, Zhang, Jiaqing, Bandyopadhyay, Sabyasachi, Khezeli, Kia, Bihorac, Azra, Rashidi, Parisa
The acuity state of patients in the intensive care unit (ICU) can quickly change from stable to unstable. Early detection of deteriorating conditions can result in providing timely interventions and improved survival rates. In this study, we propose
Externí odkaz:
http://arxiv.org/abs/2311.02026
Autor:
Nerella, Subhash, Bandyopadhyay, Sabyasachi, Zhang, Jiaqing, Contreras, Miguel, Siegel, Scott, Bumin, Aysegul, Silva, Brandon, Sena, Jessica, Shickel, Benjamin, Bihorac, Azra, Khezeli, Kia, Rashidi, Parisa
With Artificial Intelligence (AI) increasingly permeating various aspects of society, including healthcare, the adoption of the Transformers neural network architecture is rapidly changing many applications. Transformer is a type of deep learning arc
Externí odkaz:
http://arxiv.org/abs/2307.00067
Autor:
Bandyopadhyay, Sabyasachi, Cecil, Ahna, Sena, Jessica, Davidson, Andrea, Guan, Ziyuan, Nerella, Subhash, Zhang, Jiaqing, Khezeli, Kia, Armfield, Brooke, Bihorac, Azra, Rashidi, Parisa
Existing Intensive Care Unit (ICU) delirium prediction models do not consider environmental factors despite strong evidence of their influence on delirium. This study reports the first deep-learning based delirium prediction model for ICU patients us
Externí odkaz:
http://arxiv.org/abs/2303.06253
Autor:
Nerella, Subhash, Bandyopadhyay, Sabyasachi, Zhang, Jiaqing, Contreras, Miguel, Siegel, Scott, Bumin, Aysegul, Silva, Brandon, Sena, Jessica, Shickel, Benjamin, Bihorac, Azra, Khezeli, Kia, Rashidi, Parisa
Publikováno v:
In Artificial Intelligence In Medicine August 2024 154
Autor:
Zhang, Jiaqing1,2,3 (AUTHOR), Bandyopadhyay, Sabyasachi4 (AUTHOR), Kimmet, Faith3,5 (AUTHOR), Wittmayer, Jack2 (AUTHOR), Khezeli, Kia2 (AUTHOR), Libon, David J.6 (AUTHOR), Price, Catherine C.3,5,7 (AUTHOR) cep23@phhp.ufl.edu, Rashidi, Parisa2,8 (AUTHOR) parisa.rashidi@bme.ufl.edu
Publikováno v:
Scientific Reports. 7/29/2024, Vol. 14 Issue 1, p1-13. 13p.
Autor:
Sharma, Vipra, Singh, Sundararajan Baskar, Bandyopadhyay, Sabyasachi, Sikka, Kapil, Kakkar, Aanchal, Hariprasad, Gururao
Publikováno v:
In Biochemistry and Biophysics Reports December 2024 40