Advancing cancer diagnosis and prognostication through deep learning mastery in breast, colon, and lung histopathology with ResoMergeNet

Autor: Ejiyi, Chukwuebuka Joseph, Qin, Zhen, Agbesi, Victor K., Yi, Ding, Atwereboannah, Abena A., Chikwendu, Ijeoma A., Bamisile, Oluwatoyosi F., Bakanina Kissanga, Grace-Mercure, Bamisile, Olusola O.

Publikováno v: In Computers in Biology and Medicine February 2025 185

Attention-enriched deeper UNet (ADU-NET) for disease diagnosis in breast ultrasound and retina fundus images.

Autor: Ejiyi, Chukwuebuka Joseph, Qin, Zhen, Agbesi, Victor K., Ejiyi, Makuachukwu Bennedith, Chikwendu, Ijeoma A., Bamisile, Oluwatoyosi F., Onyekwere, Favour Ezinne, Bamisile, Olusola O.

Publikováno v: Progress in Artificial Intelligence (2192-6352); Dec2024, Vol. 13 Issue 4, p351-366, 16p

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Advancing cancer diagnosis and prognostication through deep learning mastery in breast, colon, and lung histopathology with ResoMergeNet.

Autor: Ejiyi CJ; College of Nuclear Technology and Automation Engineering, & Sichuan Industrial Internet Intelligent Monitoring and Application Engineering Research Center, Chengdu University of Technology, Sichuan, Chengdu, China; Network and Data Security Key Laboratory of Sichuan Province, University of Electronic Science and Technology of China, Sichuan, Chengdu, China. Electronic address: great@alu.uestc.edu.cn., Qin Z; Network and Data Security Key Laboratory of Sichuan Province, University of Electronic Science and Technology of China, Sichuan, Chengdu, China. Electronic address: qinzhen@uestc.edu.cn., Agbesi VK; School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China., Yi D; Network and Data Security Key Laboratory of Sichuan Province, University of Electronic Science and Technology of China, Sichuan, Chengdu, China. Electronic address: yi.ding@uestc.edu.cn., Atwereboannah AA; School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China., Chikwendu IA; School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China., Bamisile OF; College of Nuclear Technology and Automation Engineering, & Sichuan Industrial Internet Intelligent Monitoring and Application Engineering Research Center, Chengdu University of Technology, Sichuan, Chengdu, China., Bakanina Kissanga GM; School of Life Science, University of Electronic Science and Technology of China, Chengdu, China., Bamisile OO; College of Nuclear Technology and Automation Engineering, & Sichuan Industrial Internet Intelligent Monitoring and Application Engineering Research Center, Chengdu University of Technology, Sichuan, Chengdu, China.

Publikováno v: Computers in biology and medicine [Comput Biol Med] 2024 Dec 04; Vol. 185, pp. 109494. Date of Electronic Publication: 2024 Dec 04.