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Improving model fairness in image-based computer-aided diagnosis
Lin, Mingquan, Li, Tianhao, Yang, Yifan, Holste, Gregory, Ding, Ying, Van Tassel, Sarah H., Kovacs, Kyle, Shih, George, Wang, Zhangyang, Lu, Zhiyong, Wang, Fei, Peng, Yifan
Published in Nature communications (06.10.2023)
Published in Nature communications (06.10.2023)
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Journal Article
Artificial intelligence algorithms aimed at characterizing or detecting prostate cancer on MRI: How accurate are they when tested on independent cohorts? – A systematic review
Rouvière, Olivier, Jaouen, Tristan, Baseilhac, Pierre, Benomar, Mohammed Lamine, Escande, Raphael, Crouzet, Sébastien, Souchon, Rémi
Published in Diagnostic and interventional imaging (01.05.2023)
Published in Diagnostic and interventional imaging (01.05.2023)
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Journal Article
Brain tumor segmentation based on optimized convolutional neural network and improved chimp optimization algorithm
Ranjbarzadeh, Ramin, Zarbakhsh, Payam, Caputo, Annalina, Tirkolaee, Erfan Babaee, Bendechache, Malika
Published in Computers in biology and medicine (01.01.2024)
Published in Computers in biology and medicine (01.01.2024)
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Journal Article
A weakly supervised learning-based segmentation network for dental diseases
Li, Yue, Jin, Hongmei, Li, Zhanli
Published in Mathematical biosciences and engineering : MBE (01.01.2023)
Published in Mathematical biosciences and engineering : MBE (01.01.2023)
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Journal Article
Computer-Aided Diagnosis with Deep Learning Architecture: Applications to Breast Lesions in US Images and Pulmonary Nodules in CT Scans
Cheng, Jie-Zhi, Ni, Dong, Chou, Yi-Hong, Qin, Jing, Tiu, Chui-Mei, Chang, Yeun-Chung, Huang, Chiun-Sheng, Shen, Dinggang, Chen, Chung-Ming
Published in Scientific reports (15.04.2016)
Published in Scientific reports (15.04.2016)
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Journal Article
Multimodal convolutional neural network–based algorithm for real-time detection and differentiation of malignant and inflammatory biliary strictures in cholangioscopy: a proof-of-concept study (with video)
Ziegler, Joceline, Dobsch, Philipp, Rozema, Marten, Zuber-Jerger, Ina, Weigand, Kilian, Reuther, Stefan, Müller, Martina, Kandulski, Arne
Published in Gastrointestinal endoscopy (01.04.2025)
Published in Gastrointestinal endoscopy (01.04.2025)
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Journal Article
Gender imbalance in medical imaging datasets produces biased classifiers for computer-aided diagnosis
Larrazabal, Agostina J., Nieto, Nicolás, Peterson, Victoria, Milone, Diego H., Ferrante, Enzo
Published in Proceedings of the National Academy of Sciences - PNAS (09.06.2020)
Published in Proceedings of the National Academy of Sciences - PNAS (09.06.2020)
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Journal Article
A novel machine learning-based algorithm to identify and classify lesions and anatomical landmarks in colonoscopy images
Jheng, Ying-Chun, Wang, Yen-Po, Lin, Hung-En, Sung, Kuang-Yi, Chu, Yuan-Chia, Wang, Huann-Sheng, Jiang, Jeng-Kai, Hou, Ming-Chih, Lee, Fa-Yauh, Lu, Ching-Liang
Published in Surgical endoscopy (01.01.2022)
Published in Surgical endoscopy (01.01.2022)
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Journal Article
ExAID: A multimodal explanation framework for computer-aided diagnosis of skin lesions
Lucieri, Adriano, Bajwa, Muhammad Naseer, Braun, Stephan Alexander, Malik, Muhammad Imran, Dengel, Andreas, Ahmed, Sheraz
Published in Computer methods and programs in biomedicine (01.03.2022)
Published in Computer methods and programs in biomedicine (01.03.2022)
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Journal Article
Hybrid-based bat optimization with fuzzy C-means algorithm for breast cancer analysis
Valliappa, Chocko, Rajendran, Reenadevi, Balasubramaniam, Sathiyabhama, Sennan, Sankar, Thanikachalam, Sathiya, Velmurugan, Yuvarajan, Sampath Kumar, Nirmalesh
Published in International Journal of Noncommunicable Diseases (01.11.2021)
Published in International Journal of Noncommunicable Diseases (01.11.2021)
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Journal Article
Yolov5 polyp detection algorithm based on multi-branch convolution RFB module
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Conference Proceeding
Computer-aided diagnosis system based on fuzzy logic for breast cancer categorization
Miranda, Gisele Helena Barboni, Felipe, Joaquim Cezar
Published in Computers in biology and medicine (01.09.2015)
Published in Computers in biology and medicine (01.09.2015)
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Journal Article
Automatic, computer-aided determination of endoscopic and histological inflammation in patients with mild to moderate ulcerative colitis based on red density
Bossuyt, Peter, Nakase, Hiroshi, Vermeire, Séverine, de Hertogh, Gert, Eelbode, Tom, Ferrante, Marc, Hasegawa, Tadashi, Willekens, Hilde, Ikemoto, Yousuke, Makino, Takao, Bisschops, Raf
Published in Gut (01.10.2020)
Published in Gut (01.10.2020)
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Journal Article