Zobrazeno 1 - 9
of 9
pro vyhledávání: '"Murtaza Ashraf"'
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:
2021 International Conference on Computational Science and Computational Intelligence (CSCI).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::6aa5e5fb44a7ddb86a59f707216b22d6
https://doi.org/10.1109/csci54926.2021.00246
https://doi.org/10.1109/csci54926.2021.00246
Autor:
Liu Zongying, Tooba Samad, Ghalib Ahmed Tahir, Hammad A. Qureshi, Murtaza Ashraf, Sundus Abrar
Publikováno v:
SN Computer Science. 2
Birth weight is considered a major factor when monitoring any signs of abnormalities in the growth of the fetus and taking timely decisions related to labor management. Existing methods involve specialized equipment and training, which makes them les
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::bc9c2f0d93d42a3fc9c5e36a4c988f48
https://doi.org/10.1007/s42979-021-00601-z
https://doi.org/10.1007/s42979-021-00601-z
Publikováno v:
Construction and Building Materials. 269:121235
Selection of asphalt concrete (AC) mixtures with proper knowledge of its phase angle characteristics is critical in designing flexible pavements and ensuring the maximum service life of pavements. To achieve this purpose, laborious and expensive labo
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::8f1d8719c9ebcf41572d1db28a5e6cca
https://doi.org/10.1016/j.conbuildmat.2020.121235
https://doi.org/10.1016/j.conbuildmat.2020.121235
Autor:
Hamid Mukthar, Mustafa Abdulaali, Sundus Abrar, Murtaza Ashraf, Ghalib Ahmed Tahir, Saqib Mushtaq
Publikováno v:
2018 International Conference on Smart Computing and Electronic Enterprise (ICSCEE).
Staying updated about global events is a necessity for the modern day man. Many sources for latest news are available on the web, and individuals can make use of their favorite news source to get the daily news, but most of the time they are unable t
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::4bc96f145255a6bdcbe6036370b3d58c
https://doi.org/10.1109/icscee.2018.8538403
https://doi.org/10.1109/icscee.2018.8538403
Publikováno v:
2018 International Conference on Smart Computing and Electronic Enterprise (ICSCEE).
The uncertain and devastating outcomes of natural disasters require pre-planning and timely coordination to reduce human and economic loss. While predictive capabilities remain limited - especially in the event of earthquakes, significant research ef
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::be5f691808519027eacb02cac862670b
https://doi.org/10.1109/icscee.2018.8538363
https://doi.org/10.1109/icscee.2018.8538363
Publikováno v:
2017 2nd IEEE International Conference on Computational Intelligence and Applications (ICCIA).
News articles provide a large data set which can be used to classify information such as author's point of view, affiliation and biasedness. Classification on the basis of positive and negative content can help readers to understand the author's sent
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9c82e1c0f46dfc3c5c1261abf1f1a333
https://doi.org/10.1109/ciapp.2017.8167223
https://doi.org/10.1109/ciapp.2017.8167223