Search Results - "Balaraju, Naveen"

Contrastive Self-Supervised Learning for Spatio-Temporal Analysis of Lung Ultrasound Videos by 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…”
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Weakly Semi-supervised Detector-based Video Classification with Temporal Context for Lung Ultrasound by Li, Gary Y., Chen, Li, Zahiri, Mohsen, Balaraju, Naveen, Patil, Shubham, Mehanian, Courosh, Gregory, Cynthia, Gregory, Kenton, Raju, Balasundar, Kruecker, Jochen, Chen, Alvin

“…For many challenging medical imaging tasks involving sequences, video-level labels alone are insufficient to train accurate disease classification models and…”
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Contrastive Self-Supervised Learning for Spatio-Temporal Analysis of Lung Ultrasound Videos by 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…”
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Weakly Semi-Supervised Detection in Lung Ultrasound Videos by 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…”
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