Zobrazeno 1 - 10
of 101
pro vyhledávání: '"Mun Yong Yi"'
Publikováno v:
BMC Medical Imaging, Vol 24, Iss 1, Pp 1-18 (2024)
Abstract Background Convolutional neural network-based image processing research is actively being conducted for pathology image analysis. As a convolutional neural network model requires a large amount of image data for training, active learning (AL
Externí odkaz:
https://doaj.org/article/3d6ed6f9465845ff8438ece192681dde
Publikováno v:
IEEE Access, Vol 10, Pp 43738-43750 (2022)
This paper proposes practical weapon target assignment (WTA) algorithms for a defense system to counter multiple targets concentrated within a narrow area, such as low-altitude rocket threats or drone swarms. Since the probability of kill (PK) is gre
Externí odkaz:
https://doaj.org/article/f57b1ee55d064996866f2eef2b0f8923
Publikováno v:
Scientific Reports, Vol 12, Iss 1, Pp 1-18 (2022)
Abstract This paper proposes a deep learning-based patch label denoising method (LossDiff) for improving the classification of whole-slide images of cancer using a convolutional neural network (CNN). Automated whole-slide image classification is ofte
Externí odkaz:
https://doaj.org/article/0d62aa252d124e35a6bb66a84e357ac3
Autor:
Young Sin Ko, Yoo Mi Choi, Mujin Kim, Youngjin Park, Murtaza Ashraf, Willmer Rafell Quiñones Robles, Min-Ju Kim, Jiwook Jang, Seokju Yun, Yuri Hwang, Hani Jang, Mun Yong Yi
Publikováno v:
PLoS ONE, Vol 17, Iss 12, p e0278542 (2022)
BackgroundColorectal and gastric cancer are major causes of cancer-related deaths. In Korea, gastrointestinal (GI) endoscopic biopsy specimens account for a high percentage of histopathologic examinations. Lack of a sufficient pathologist workforce c
Externí odkaz:
https://doaj.org/article/0b5c3a0c7c2c45f288da0eb93e714aa5
Publikováno v:
Diagnostics, Vol 12, Iss 6, p 1493 (2022)
CNN-based image processing has been actively applied to histopathological analysis to detect and classify cancerous tumors automatically. However, CNN-based classifiers generally predict a label with overconfidence, which becomes a serious problem in
Externí odkaz:
https://doaj.org/article/4d9a8cadd80b4fbe82573e65e0126983
Publikováno v:
Atmosphere, Vol 12, Iss 2, p 261 (2021)
Nowcasting is an important technique for weather forecasting because sudden weather changes significantly affect human life. The encoding-forecasting model, which is a state-of-the-art architecture in the field of data-driven radar extrapolation, doe
Externí odkaz:
https://doaj.org/article/8c428886f5bc42289dd4fa5aaefbab19
Publikováno v:
International Journal of Distributed Sensor Networks, Vol 10 (2014)
Sensor data is structured and generally lacks of meaning by itself, but life-logging data (time, location, etc.) out of sensor data can be utilized to create lots of meaningful information combined with social data from social networks like Facebook
Externí odkaz:
https://doaj.org/article/451c783387ff4f3094b5a44dcdc0769a
Publikováno v:
International Journal of Human–Computer Interaction. 38:1891-1908
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::919d5f18154131b74f6ad36bcbc992c0
https://doi.org/10.1080/10447318.2022.2116414
https://doi.org/10.1080/10447318.2022.2116414
Autor:
Chang-Hoo Jeong, Mun Yong Yi
Publikováno v:
The Journal of Supercomputing. 79:1289-1317
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::2f79e223f93be4dcfe376d6e5783c7cb
https://doi.org/10.1007/s11227-022-04686-y
https://doi.org/10.1007/s11227-022-04686-y
Publikováno v:
2023 IEEE International Conference on Big Data and Smart Computing (BigComp).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d0abaccf26bbcf2c9dac3c59803f051e
https://doi.org/10.1109/bigcomp57234.2023.00023
https://doi.org/10.1109/bigcomp57234.2023.00023