Zobrazeno 1 - 10
of 243
pro vyhledávání: '"Tison, Geoffrey H"'
Autor:
Wantlin, Kathryn, Wu, Chenwei, Huang, Shih-Cheng, Banerjee, Oishi, Dadabhoy, Farah, Mehta, Veeral Vipin, Han, Ryan Wonhee, Cao, Fang, Narayan, Raja R., Colak, Errol, Adamson, Adewole, Heacock, Laura, Tison, Geoffrey H., Tamkin, Alex, Rajpurkar, Pranav
Medical data poses a daunting challenge for AI algorithms: it exists in many different modalities, experiences frequent distribution shifts, and suffers from a scarcity of examples and labels. Recent advances, including transformers and self-supervis
Externí odkaz:
http://arxiv.org/abs/2304.08486
Autor:
Yurk, Dominic, Barrios, Joshua P., Labrecque Langlais, Elodie, Avram, Robert, Aras, Mandar A., Abu-Mostafa, Yaser, Padmanabhan, Arun, Tison, Geoffrey H.
Publikováno v:
In JACC: Advances September 2024 3(9) Part 2
Autor:
Jain, Sneha S., Elias, Pierre, Poterucha, Timothy, Randazzo, Michael, Lopez Jimenez, Francisco, Khera, Rohan, Perez, Marco, Ouyang, David, Pirruccello, James, Salerno, Michael, Einstein, Andrew J., Avram, Robert, Tison, Geoffrey H., Nadkarni, Girish, Natarajan, Vivek, Pierson, Emma, Beecy, Ashley, Kumaraiah, Deepa, Haggerty, Chris, Avari Silva, Jennifer N., Maddox, Thomas M.
Publikováno v:
In Journal of the American College of Cardiology 18 June 2024 83(24):2487-2496
Autor:
Elias, Pierre, Jain, Sneha S., Poterucha, Timothy, Randazzo, Michael, Lopez Jimenez, Francisco, Khera, Rohan, Perez, Marco, Ouyang, David, Pirruccello, James, Salerno, Michael, Einstein, Andrew J., Avram, Robert, Tison, Geoffrey H., Nadkarni, Girish, Natarajan, Vivek, Pierson, Emma, Beecy, Ashley, Kumaraiah, Deepa, Haggerty, Chris, Avari Silva, Jennifer N., Maddox, Thomas M.
Publikováno v:
In Journal of the American College of Cardiology 18 June 2024 83(24):2472-2486
Autor:
Avram, Robert, Olgin, Jeffrey E., Wan, Alvin, Ahmed, Zeeshan, Verreault-Julien, Louis, Abreau, Sean, Wan, Derek, Gonzalez, Joseph E., So, Derek Y., Soni, Krishan, Tison, Geoffrey H.
Coronary heart disease (CHD) is the leading cause of adult death in the United States and worldwide, and for which the coronary angiography procedure is the primary gateway for diagnosis and clinical management decisions. The standard-of-care for int
Externí odkaz:
http://arxiv.org/abs/2106.07708
3KG: Contrastive Learning of 12-Lead Electrocardiograms using Physiologically-Inspired Augmentations
Autor:
Gopal, Bryan, Han, Ryan W., Raghupathi, Gautham, Ng, Andrew Y., Tison, Geoffrey H., Rajpurkar, Pranav
We propose 3KG, a physiologically-inspired contrastive learning approach that generates views using 3D augmentations of the 12-lead electrocardiogram. We evaluate representation quality by fine-tuning a linear layer for the downstream task of 23-clas
Externí odkaz:
http://arxiv.org/abs/2106.04452
Autor:
Butler, Liam, Karabayir, Ibrahim, Kitzman, Dalane W., Alonso, Alvaro, Tison, Geoffrey H., Chen, Lin Yee, Chang, Patricia P., Clifford, Gari, Soliman, Elsayed Z., Akbilgic, Oguz
Publikováno v:
In Cardiovascular Digital Health Journal December 2023 4(6):183-190
Autor:
Siontis, Konstantinos C., Abreau, Sean, Attia, Zachi I., Barrios, Joshua P., Dewland, Thomas A., Agarwal, Priyanka, Balasubramanyam, Aarthi, Li, Yunfan, Lester, Steven J., Masri, Ahmad, Wang, Andrew, Sehnert, Amy J., Edelberg, Jay M., Abraham, Theodore P., Friedman, Paul A., Olgin, Jeffrey E., Noseworthy, Peter A., Tison, Geoffrey H.
Publikováno v:
In JACC: Advances October 2023 2(8)
Autor:
Tison, Geoffrey H., Abreau, Sean, Barrios, Joshua, Lim, Lisa J., Yang, Michelle, Crudo, Valentina, Shah, Dipan J., Nguyen, Thuy, Hu, Gene, Dixit, Shalini, Nah, Gregory, Arya, Farzin, Bibby, Dwight, Lee, Yoojin, Delling, Francesca N.
Publikováno v:
In JACC: Advances August 2023 2(6)
Autor:
Higuchi, Satoshi, Li, Roland, Gerstenfeld, Edward P., Liem, L. Bing, Im, Sung Il, Kalantarian, Shadi, Ansari, Minhaj, Abreau, Sean, Barrios, Joshua, Scheinman, Melvin M., Tison, Geoffrey H.
Publikováno v:
In Heart Rhythm O2 August 2023 4(8):491-499