Zobrazeno 1 - 10
of 129
pro vyhledávání: '"Hammel, Naama"'
Autor:
Lang, Oran, Yaya-Stupp, Doron, Traynis, Ilana, Cole-Lewis, Heather, Bennett, Chloe R., Lyles, Courtney, Lau, Charles, Irani, Michal, Semturs, Christopher, Webster, Dale R., Corrado, Greg S., Hassidim, Avinatan, Matias, Yossi, Liu, Yun, Hammel, Naama, Babenko, Boris
Publikováno v:
EBioMedicine 102 (2024)
AI models have shown promise in many medical imaging tasks. However, our ability to explain what signals these models have learned is severely lacking. Explanations are needed in order to increase the trust in AI-based models, and could enable novel
Externí odkaz:
http://arxiv.org/abs/2306.00985
Autor:
Babenko, Boris, Traynis, Ilana, Chen, Christina, Singh, Preeti, Uddin, Akib, Cuadros, Jorge, Daskivich, Lauren P., Maa, April Y., Kim, Ramasamy, Kang, Eugene Yu-Chuan, Matias, Yossi, Corrado, Greg S., Peng, Lily, Webster, Dale R., Semturs, Christopher, Krause, Jonathan, Varadarajan, Avinash V., Hammel, Naama, Liu, Yun
External eye photos were recently shown to reveal signs of diabetic retinal disease and elevated HbA1c. In this paper, we evaluate if external eye photos contain information about additional systemic medical conditions. We developed a deep learning s
Externí odkaz:
http://arxiv.org/abs/2207.08998
Autor:
Lang, Oran, Yaya-Stupp, Doron, Traynis, Ilana, Cole-Lewis, Heather, Bennett, Chloe R., Lyles, Courtney R., Lau, Charles, Irani, Michal, Semturs, Christopher, Webster, Dale R., Corrado, Greg S., Hassidim, Avinatan, Matias, Yossi, Liu, Yun, Hammel, Naama, Babenko, Boris
Publikováno v:
In eBioMedicine April 2024 102
Autor:
Alipanahi, Babak, Hormozdiari, Farhad, Behsaz, Babak, Cosentino, Justin, McCaw, Zachary R., Schorsch, Emanuel, Sculley, D., Dorfman, Elizabeth H., Phene, Sonia, Hammel, Naama, Carroll, Andrew, Khawaja, Anthony P., McLean, Cory Y.
Genome-wide association studies (GWAS) require accurate cohort phenotyping, but expert labeling can be costly, time-intensive, and variable. Here we develop a machine learning (ML) model to predict glaucomatous optic nerve head features from color fu
Externí odkaz:
http://arxiv.org/abs/2011.13012
Autor:
Babenko, Boris, Mitani, Akinori, Traynis, Ilana, Kitade, Naho, Singh, Preeti, Maa, April, Cuadros, Jorge, Corrado, Greg S., Peng, Lily, Webster, Dale R., Varadarajan, Avinash, Hammel, Naama, Liu, Yun
Publikováno v:
Nature Biomedical Engineering 2022
Diabetes-related retinal conditions can be detected by examining the posterior of the eye. By contrast, examining the anterior of the eye can reveal conditions affecting the front of the eye, such as changes to the eyelids, cornea, or crystalline len
Externí odkaz:
http://arxiv.org/abs/2011.11732
Autor:
Hsu, Joy, Phene, Sonia, Mitani, Akinori, Luo, Jieying, Hammel, Naama, Krause, Jonathan, Sayres, Rory
Publikováno v:
ACM Conference on Health, Inference, and Learning, April 02-04, 2020, Toronto, Canada
As machine learning has become increasingly applied to medical imaging data, noise in training labels has emerged as an important challenge. Variability in diagnosis of medical images is well established; in addition, variability in training and atte
Externí odkaz:
http://arxiv.org/abs/2009.10858
Autor:
Bora, Ashish, Balasubramanian, Siva, Babenko, Boris, Virmani, Sunny, Venugopalan, Subhashini, Mitani, Akinori, Marinho, Guilherme de Oliveira, Cuadros, Jorge, Ruamviboonsuk, Paisan, Corrado, Greg S, Peng, Lily, Webster, Dale R, Varadarajan, Avinash V, Hammel, Naama, Liu, Yun, Bavishi, Pinal
Publikováno v:
The Lancet Digital Health (2021)
Diabetic retinopathy (DR) screening is instrumental in preventing blindness, but faces a scaling challenge as the number of diabetic patients rises. Risk stratification for the development of DR may help optimize screening intervals to reduce costs w
Externí odkaz:
http://arxiv.org/abs/2008.04370
Autor:
Abramoff, Michael, Blumenkranz, Mark, Chew, Emily, Chiang, Michael, Eydelman, Malvina, Myung, David, Schuman, Joel S., Shields, Carol, Al-Aswad, Lama, Antony, Bhavna J., Aung, Tin, Boland, Michael, Brunner, Tom, Chang, Robert T., Chauhan, Balwantray, Cherwek, D. Hunter, Garway-Heath, David, Graves, Adrienne, Goldberg, Jeffrey L., He, Minguang, Hammel, Naama, Hood, Donald, Ishikawa, Hiroshi, Leung, Chris, Medeiros, Felipe, Pasquale, Louis R., Quigley, Harry A., Roberts, Calvin W., Robin, Alan L., Sturman, Elena, Susanna, Remo, Vianna, Jayme, Zangwill, Linda, Medeiros, Felipe A., Lee, Terry, Jammal, Alessandro A., Al-Aswad, Lama A., Eydelman, Malvina B.
Publikováno v:
In Ophthalmology Glaucoma July-August 2023 6(4):432-438
Autor:
Mitani, Akinori, Liu, Yun, Huang, Abigail, Corrado, Greg S., Peng, Lily, Webster, Dale R., Hammel, Naama, Varadarajan, Avinash V.
Publikováno v:
Nature Biomedical Engineering (2019)
Despite its high prevalence, anemia is often undetected due to the invasiveness and cost of screening and diagnostic tests. Though some non-invasive approaches have been developed, they are less accurate than invasive methods, resulting in an unmet n
Externí odkaz:
http://arxiv.org/abs/1904.06435
Autor:
Babenko, Boris, Balasubramanian, Siva, Blumer, Katy E., Corrado, Greg S., Peng, Lily, Webster, Dale R., Hammel, Naama, Varadarajan, Avinash V.
Background: Patients with neovascular age-related macular degeneration (AMD) can avoid vision loss via certain therapy. However, methods to predict the progression to neovascular age-related macular degeneration (nvAMD) are lacking. Purpose: To devel
Externí odkaz:
http://arxiv.org/abs/1904.05478