Search Results - "Poudel, Sahadev"

Automatic Detection System of Deteriorated PV Modules Using Drone with Thermal Camera by Henry, Chris, Poudel, Sahadev, Lee, Sang-Woong, Jeong, Heon

“…In the last few decades, photovoltaic (PV) power station installations have surged across the globe. The output efficiency of these stations deteriorates with…”
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Polyp segmentation with consistency training and continuous update of pseudo-label by Park, Hyun-Cheol, Poudel, Sahadev, Ghimire, Raman, Lee, Sang-Woong

“…Polyp segmentation has accomplished massive triumph over the years in the field of supervised learning. However, obtaining a vast number of labeled datasets is…”
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Colorectal Disease Classification Using Efficiently Scaled Dilation in Convolutional Neural Network by Poudel, Sahadev, Kim, Yoon Jae, Vo, Duc My, Lee, Sang-Woong

“…Computer-aided diagnosis systems developed by computer vision researchers have helped doctors to recognize several endoscopic colorectal diseases more rapidly,…”
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Polyp Generalization via Diversifying Style at Feature-Level Space by Poudel, Sahadev, Lee, Sang-Woong

“…In polyp segmentation, the latest notable topic revolves around polyp generalization, which aims to develop deep learning-based models capable of learning from…”
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Data Augmentation based on Generative Adversarial Networks for Endoscopic Image Classification by Park, Hyun-Cheol, Hong, In-Pyo, Poudel, Sahadev, Choi, Chang

“…The incidence of cancer among modern people has recently increased due to various reasons such as eating habits, smoking, and drinking. Therefore, medical…”
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Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge by Ali, Sharib, Ghatwary, Noha, Jha, Debesh, Isik-Polat, Ece, Polat, Gorkem, Yang, Chen, Li, Wuyang, Galdran, Adrian, Ballester, Miguel-Ángel González, Thambawita, Vajira, Hicks, Steven, Poudel, Sahadev, Lee, Sang-Woong, Jin, Ziyi, Gan, Tianyuan, Yu, ChengHui, Yan, JiangPeng, Yeo, Doyeob, Lee, Hyunseok, Tomar, Nikhil Kumar, Haithami, Mahmood, Ahmed, Amr, Riegler, Michael A., Daul, Christian, Halvorsen, Pål, Rittscher, Jens, Salem, Osama E., Lamarque, Dominique, Cannizzaro, Renato, Realdon, Stefano, de Lange, Thomas, East, James E.

“…Polyps are well-known cancer precursors identified by colonoscopy. However, variability in their size, appearance, and location makes the detection of polyps…”
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Deep multi-scale attentional features for medical image segmentation by Poudel, Sahadev, Lee, Sang-Woong

“…Automatic segmentation of medical images is a difficult task in the field of computer vision owing to the various backgrounds, shapes, size, and colors of…”
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Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 Challenges by Jha, Debesh, Sharma, Vanshali, Banik, Debapriya, Bhattacharya, Debayan, Roy, Kaushiki, Hicks, Steven A., Tomar, Nikhil Kumar, Thambawita, Vajira, Krenzer, Adrian, Ji, Ge-Peng, Poudel, Sahadev, Batchkala, George, Alam, Saruar, Ahmed, Awadelrahman M.A., Trinh, Quoc-Huy, Khan, Zeshan, Nguyen, Tien-Phat, Shrestha, Shruti, Nathan, Sabari, Gwak, Jeonghwan, Jha, Ritika K., Zhang, Zheyuan, Schlaefer, Alexander, Bhattacharjee, Debotosh, Bhuyan, M.K., Das, Pradip K., Fan, Deng-Ping, Parasa, Sravanthi, Ali, Sharib, Riegler, Michael A., Halvorsen, Pål, de Lange, Thomas, Bagci, Ulas

“…Automatic analysis of colonoscopy images has been an active field of research motivated by the importance of early detection of precancerous polyps. However,…”
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A Comprehensive Data Imbalance Analysis for Covid-19 Classification Dataset by Tissir, Zineb, Poudel, Sahadev, Baidya, Ranjai, Lee, Sang-Woong

“…The coronavirus disease (COVID-19) highlighted our daily lives recently and caused panic over the world. In parallel, artificial intelligence contributes to…”
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Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 Challenges by Jha, Debesh, Sharma, Vanshali, Banik, Debapriya, Bhattacharya, Debayan, Roy, Kaushiki, Hicks, Steven A, Tomar, Nikhil Kumar, Thambawita, Vajira, Krenzer, Adrian, Ji, Ge-Peng, Poudel, Sahadev, Batchkala, George, Alam, Saruar, Ahmed, Awadelrahman M. A, Trinh, Quoc-Huy, Khan, Zeshan, Nguyen, Tien-Phat, Shrestha, Shruti, Nathan, Sabari, Gwak, Jeonghwan, Jha, Ritika K, Zhang, Zheyuan, Schlaefer, Alexander, Bhattacharjee, Debotosh, Bhuyan, M. K, Das, Pradip K, Fan, Deng-Ping, Parsa, Sravanthi, Ali, Sharib, Riegler, Michael A, Halvorsen, Pål, De Lange, Thomas, Bagci, Ulas

“…Automatic analysis of colonoscopy images has been an active field of research motivated by the importance of early detection of precancerous polyps. However,…”
Get full text

Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge by Ali, Sharib, Ghatwary, Noha, Jha, Debesh, Isik-Polat, Ece, Polat, Gorkem, Yang, Chen, Li, Wuyang, Galdran, Adrian, Ballester, Miguel-Ángel González, Thambawita, Vajira, Hicks, Steven, Poudel, Sahadev, Lee, Sang-Woong, Jin, Ziyi, Gan, Tianyuan, Yu, ChengHui, Yan, JiangPeng, Yeo, Doyeob, Lee, Hyunseok, Tomar, Nikhil Kumar, Haithmi, Mahmood, Ahmed, Amr, Riegler, Michael A, Daul, Christian, Halvorsen, Pål, Rittscher, Jens, Salem, Osama E, Lamarque, Dominique, Cannizzaro, Renato, Realdon, Stefano, de Lange, Thomas, East, James E

“…Polyps are well-known cancer precursors identified by colonoscopy. However, variability in their size, location, and surface largely affect identification,…”
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