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Enhancing neurological disease diagnostics: fusion of deep transfer learning with optimization algorithm for acute brain stroke prediction using facial images
Alrowais, Fadwa, Alqahtani, Mohammed, Khan, Jahangir, Miled, Achraf Ben, Albalawneh, Da’ad, Alkharashi, Abdulwhab, Al Zanin, Samah, Marzouk, Radwa
Published in Scientific reports (10.04.2025)
Published in Scientific reports (10.04.2025)
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Journal Article
Utilization of deep learning to quantify fluid volume of neovascular age-related macular degeneration patients based on swept-source OCT imaging: The ONTARIO study
Sodhi, Simrat K., Pereira, Austin, Oakley, Jonathan D., Golding, John, Trimboli, Carmelina, Russakoff, Daniel B., Choudhry, Netan
Published in PloS one (14.02.2022)
Published in PloS one (14.02.2022)
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Journal Article
Using machine learning algorithms to review computed tomography scans and assess risk for cardiovascular disease: Retrospective analysis from the National Lung Screening Trial (NLST)
Stemmer, Amos, Shadmi, Ran, Bregman-Amitai, Orna, Chettrit, David, Blagev, Denitza, Orlovsky, Mila, Deutsch, Lisa, Elnekave, Eldad
Published in PloS one (03.08.2020)
Published in PloS one (03.08.2020)
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Journal Article
Multi-channel convolutional neural network architectures for thyroid cancer detection
Zhang, Xinyu, Lee, Vincent C. S., Rong, Jia, Liu, Feng, Kong, Haoyu
Published in PloS one (21.01.2022)
Published in PloS one (21.01.2022)
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Journal Article
A deep learning algorithm to identify carotid plaques and assess their stability
He, Lan, Yang, Zekun, Wang, Yudong, Chen, Weidao, Diao, Le, Wang, Yitong, Yuan, Wei, Li, Xu, Zhang, Ying, He, Yongming, Shen, E.
Published in Frontiers in artificial intelligence (17.06.2024)
Published in Frontiers in artificial intelligence (17.06.2024)
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Journal Article
AD-GCN: A novel graph convolutional network integrating multi-omics data for enhanced Alzheimer’s disease diagnosis
Li, Zilu, Li, Qingyun, Li, Xiaoqing, Luo, Wei, Guo, Haiyan, Zhao, Chunyan, Yang, Canzhen, Xie, Anke, Hu, Kai, Guo, Yangfan
Published in PloS one (02.06.2025)
Published in PloS one (02.06.2025)
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Journal Article
Development and testing of a deep learning algorithm to detect lung consolidation among children with pneumonia using hand-held ultrasound
Kessler, David, Zhu, Meihua, Gregory, Cynthia R., Mehanian, Courosh, Avila, Jailyn, Avitable, Nick, Coneybeare, Di, Das, Devjani, Dessie, Almaz, Kennedy, Thomas M., Rabiner, Joni, Malia, Laurie, Ng, Lorraine, Nye, Megan, Vindas, Marc, Weimersheimer, Peter, Kulhare, Sourabh, Millin, Rachel, Gregory, Kenton, Zheng, Xinliang, Horning, Matthew P., Stone, Mike, Wang, Fen, Lancioni, Christina
Published in PloS one (27.08.2024)
Published in PloS one (27.08.2024)
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Journal Article
Variation in the Thickness of Knee Cartilage. The Use of a Novel Machine Learning Algorithm for Cartilage Segmentation of Magnetic Resonance Images
Shah, Romil F., Martinez, Alejandro M., Pedoia, Valentina, Majumdar, Sharmila, Vail, Thomas P., Bini, Stefano A.
Published in The Journal of arthroplasty (01.10.2019)
Published in The Journal of arthroplasty (01.10.2019)
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Journal Article
Diagnostic assessment of deep learning algorithms for diabetic retinopathy screening
Li, Tao, Gao, Yingqi, Wang, Kai, Guo, Song, Liu, Hanruo, Kang, Hong
Published in Information sciences (01.10.2019)
Published in Information sciences (01.10.2019)
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Journal Article
Usability of machine learning algorithms based on electronic health records for the prediction of acute kidney injury and transition to acute kidney disease: A proof of concept study
Ruinelli, Lorenzo, Cippà, Pietro, Sieber, Chantal, Di Serio, Clelia, Ferrari, Paolo, Bellasi, Antonio
Published in PloS one (01.07.2025)
Published in PloS one (01.07.2025)
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Journal Article
Multi-stage feature selection (MSFS) algorithm for UWB-based early breast cancer size prediction
Vijayasarveswari, V., Andrew, A. M., Jusoh, M., Sabapathy, T., Raof, R. A. A., Yasin, M. N. M., Ahmad, R. B., Khatun, S., Rahim, H. A.
Published in PloS one (13.08.2020)
Published in PloS one (13.08.2020)
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Journal Article
A systematic review of the diagnostic accuracy of artificial intelligence-based computer programs to analyze chest x-rays for pulmonary tuberculosis
Harris, Miriam, Qi, Amy, Jeagal, Luke, Torabi, Nazi, Menzies, Dick, Korobitsyn, Alexei, Pai, Madhukar, Nathavitharana, Ruvandhi R., Ahmad Khan, Faiz
Published in PloS one (03.09.2019)
Published in PloS one (03.09.2019)
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Journal Article