Zobrazeno 1 - 10
of 619
pro vyhledávání: '"Hicks Steven"'
Autor:
Gautam, Sushant, Storås, Andrea, Midoglu, Cise, Hicks, Steven A., Thambawita, Vajira, Halvorsen, Pål, Riegler, Michael A.
We introduce Kvasir-VQA, an extended dataset derived from the HyperKvasir and Kvasir-Instrument datasets, augmented with question-and-answer annotations to facilitate advanced machine learning tasks in Gastrointestinal (GI) diagnostics. This dataset
Externí odkaz:
http://arxiv.org/abs/2409.01437
Autor:
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, detecting polyps during the live examination can be challenging due to various factors such
Externí odkaz:
http://arxiv.org/abs/2307.16262
Autor:
Jha, Debesh, Sharma, Vanshali, Dasu, Neethi, Tomar, Nikhil Kumar, Hicks, Steven, Bhuyan, M. K., Das, Pradip K., Riegler, Michael A., Halvorsen, Pål, Bagci, Ulas, de Lange, Thomas
Integrating real-time artificial intelligence (AI) systems in clinical practices faces challenges such as scalability and acceptance. These challenges include data availability, biased outcomes, data quality, lack of transparency, and underperformanc
Externí odkaz:
http://arxiv.org/abs/2307.08140
Autor:
Do, Tu T., Vu, Mai Anh, Vo, Tuan L., Ly, Hoang Thien, Nguyen, Thu, Hicks, Steven A., Riegler, Michael A., Halvorsen, Pål, Nguyen, Binh T.
Monotone missing data is a common problem in data analysis. However, imputation combined with dimensionality reduction can be computationally expensive, especially with the increasing size of datasets. To address this issue, we propose a Blockwise pr
Externí odkaz:
http://arxiv.org/abs/2305.06042
Autor:
Thambawita, Vajira, Hicks, Steven A., Storås, Andrea M., Nguyen, Thu, Andersen, Jorunn M., Witczak, Oliwia, Haugen, Trine B., Hammer, Hugo L., Halvorsen, Pål, Riegler, Michael A.
Publikováno v:
Sci Data 10, 260 (2023)
A manual assessment of sperm motility requires microscopy observation, which is challenging due to the fast-moving spermatozoa in the field of view. To obtain correct results, manual evaluation requires extensive training. Therefore, computer-assiste
Externí odkaz:
http://arxiv.org/abs/2212.02842
Head and neck cancers are the fifth most common cancer worldwide, and recently, analysis of Positron Emission Tomography (PET) and Computed Tomography (CT) images has been proposed to identify patients with a prognosis. Even though the results look p
Externí odkaz:
http://arxiv.org/abs/2211.16834
Autor:
Hicks, Steven, Storås, Andrea, Riegler, Michael, Midoglu, Cise, Hammou, Malek, de Lange, Thomas, Parasa, Sravanthi, Halvorsen, Pål, Strümke, Inga
Deep learning has in recent years achieved immense success in all areas of computer vision and has the potential of assisting medical doctors in analyzing visual content for disease and other abnormalities. However, the current state of deep learning
Externí odkaz:
http://arxiv.org/abs/2204.00617
Autor:
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
Publikováno v:
In Medical Image Analysis January 2025 99
Autor:
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, localisation, and characterisation. Moreover, colonoscopic surveillance and removal of polyps
Externí odkaz:
http://arxiv.org/abs/2202.12031
Soccer has a considerable market share of the global sports industry, and the interest in viewing videos from soccer games continues to grow. In this respect, it is important to provide game summaries and highlights of the main game events. However,
Externí odkaz:
http://arxiv.org/abs/2202.01031