Zobrazeno 1 - 7
of 7
pro vyhledávání: '"Kulhare, Sourabh"'
Autor:
Chen, Li, Rubin, Jonathan, Ouyang, Jiahong, Balaraju, Naveen, Patil, Shubham, Mehanian, Courosh, Kulhare, Sourabh, Millin, Rachel, Gregory, Kenton W, Gregory, Cynthia R, Zhu, Meihua, Kessler, David O, Malia, Laurie, Dessie, Almaz, Rabiner, Joni, Coneybeare, Di, Shopsin, Bo, Hersh, Andrew, Madar, Cristian, Shupp, Jeffrey, Johnson, Laura S, Avila, Jacob, Dwyer, Kristin, Weimersheimer, Peter, Raju, Balasundar, Kruecker, Jochen, Chen, Alvin
Self-supervised learning (SSL) methods have shown promise for medical imaging applications by learning meaningful visual representations, even when the amount of labeled data is limited. Here, we extend state-of-the-art contrastive learning SSL metho
Externí odkaz:
http://arxiv.org/abs/2310.10689
Autor:
Yu, Menghan, Kulhare, Sourabh, Mehanian, Courosh, Delahunt, Charles B, Shea, Daniel E, Laverriere, Zohreh, Shah, Ishan, Horning, Matthew P
Acquiring large quantities of data and annotations is known to be effective for developing high-performing deep learning models, but is difficult and expensive to do in the healthcare context. Adding synthetic training data using generative models of
Externí odkaz:
http://arxiv.org/abs/2310.03608
Autor:
Ouyang, Jiahong, Chen, Li, Li, Gary Y., Balaraju, Naveen, Patil, Shubham, Mehanian, Courosh, Kulhare, Sourabh, Millin, Rachel, Gregory, Kenton W., Gregory, Cynthia R., Zhu, Meihua, Kessler, David O., Malia, Laurie, Dessie, Almaz, Rabiner, Joni, Coneybeare, Di, Shopsin, Bo, Hersh, Andrew, Madar, Cristian, Shupp, Jeffrey, Johnson, Laura S., Avila, Jacob, Dwyer, Kristin, Weimersheimer, Peter, Raju, Balasundar, Kruecker, Jochen, Chen, Alvin
Frame-by-frame annotation of bounding boxes by clinical experts is often required to train fully supervised object detection models on medical video data. We propose a method for improving object detection in medical videos through weak supervision f
Externí odkaz:
http://arxiv.org/abs/2308.04463
Akademický článek
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Autor:
Delahunt, Charles B., Jaiswal, Mayoore S., Horning, Matthew P., Janko, Samantha, Thompson, Clay M., Kulhare, Sourabh, Hu, Liming, Ostbye, Travis, Yun, Grace, Gebrehiwot, Roman, Wilson, Benjamin K., Long, Earl, Proux, Stephane, Gamboa, Dionicia, Chiodini, Peter, Carter, Jane, Dhorda, Mehul, Isaboke, David, Ogutu, Bernhards, Oyibo, Wellington, Villasis, Elizabeth, Tun, Kyaw Myo, Bachman, Christine, Bell, David, Mehanian, Courosh
Malaria is a life-threatening disease affecting millions. Microscopy-based assessment of thin blood films is a standard method to (i) determine malaria species and (ii) quantitate high-parasitemia infections. Full automation of malaria microscopy by
Externí odkaz:
http://arxiv.org/abs/1908.01901
Akademický článek
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Solicited Cough Sound Analysis for Tuberculosis Triage Testing: The CODA TB DREAM Challenge Dataset.
Autor:
Huddart S; University of California San Francisco, School of Medicine, 533 Parnassus Ave, San Francisco, CA 94143 USA., Yadav V; Sage Bionetworks, Seattle, WA 98103 USA., Sieberts SK; Sage Bionetworks, Seattle, WA 98103 USA., Omberg L; Sage Bionetworks, Seattle, WA 98103 USA.; Curently at Koneksa Health, One World Trade Center 285 Fulton St. 77th Floor New York, NY, 10007., Raberahona M; CHU Joseph Rasera Befelatanana, Antananarivo, 101, Analamanga, Madagascar.; Centre d'Infectiologie Charles Mérieux, Antananarivo, 101, Analamanga, Madagascar., Rakotoarivelo R; CHU Tambohobe Fianarantsoa, 301, Haute-Matsiatra, Madagascar.; Université de Fianarantsoa, Fianarantsoa, 301, Haute-Matsiatra, Madagascar., Lyimo IN; Ifakara Health Institute, Environmental and Ecological Sciences & Interventions and Clinical Trials Departments, Kiko Avenue, Plot 463, Mikocheni, Dar es Salaam, Tanzania., Lweno O; Ifakara Health Institute, Environmental and Ecological Sciences & Interventions and Clinical Trials Departments, Kiko Avenue, Plot 463, Mikocheni, Dar es Salaam, Tanzania., Christopher DJ; Christian Medical College, Ida Scudder Road, Vellore 632004, Tamil Nadu, India., Nhung NV; National Tuberculosis Programme, 463 Hoang Hoa Tham, Ba Dinh District, Hanoi, Vietnam., Theron G; Stellenbosch University, Division of Molecular Biology and Human Genetics, Matieland, 7602 South Africa., Worodria W; Walimu, Plot 5-7, Coral Crescent, Kololo, Kampala, Uganda., Yu CY; De La Salle Medical and Health Sciences Institute, Governor D. Mangubat Avenue, Dasmarinas Cavite, Philippines 4114., Bachman CM; Global Health Labs, 14360 SE Eastgate Way, Bellevue, WA 98007 USA., Burkot S; Global Health Labs, 14360 SE Eastgate Way, Bellevue, WA 98007 USA., Dewan P; Global Health Labs, 14360 SE Eastgate Way, Bellevue, WA 98007 USA., Kulhare S; Global Health Labs, 14360 SE Eastgate Way, Bellevue, WA 98007 USA., Small PM; Global Health Labs, 14360 SE Eastgate Way, Bellevue, WA 98007 USA., Cattamanchi A; University of California Irvine, School of Medicine, 333 City Blvd. W Suite 400, Orange CA 92868 USA., Jaganath D; University of California Irvine, School of Medicine, 333 City Blvd. W Suite 400, Orange CA 92868 USA., Lapierre SG; Centre de Recherche du Centre Hospitalier de l'Université de Montréal, Immunopathology Axis, 900 St-Denis, Montréal, Québec, H2X 0A9 Canada.; Université de Montréal, Department of Microbiology, Infectious Diseases and Immunology, 2900 Edouard-Montpetit, Montréal, Québec, H3T 1J4 Canada.
Publikováno v:
MedRxiv : the preprint server for health sciences [medRxiv] 2024 Mar 28. Date of Electronic Publication: 2024 Mar 28.