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Diagnosing COVID-19 pneumonia from x-ray and CT images using deep learning and transfer learning algorithms
Maghdid, Halgurd S, Asaad, Aras T, Ghafoor, Kayhan Zrar, Sadiq, Ali Safaa, Mirjalili, Seyedali, Khan, Muhammad Khurram
Published in Multimodal Image Exploitation and Learning 2021 (12.04.2021)
Published in Multimodal Image Exploitation and Learning 2021 (12.04.2021)
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Conference Proceeding
Diagnosis and Detection of Alzheimer's Disease Using Learning Algorithm
Shukla, Gargi Pant, Kumar, Santosh, Pandey, Saroj Kumar, Agarwal, Rohit, Varshney, Neeraj, Kumar, Ankit
Published in Big Data Mining and Analytics (01.12.2023)
Published in Big Data Mining and Analytics (01.12.2023)
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Journal Article
Early diagnosis of COVID-19-affected patients based on X-ray and computed tomography images using deep learning algorithm
Dansana, Debabrata, Kumar, Raghvendra, Bhattacharjee, Aishik, Hemanth, D Jude, Gupta, Deepak, Khanna, Ashish, Castillo, Oscar
Published in Soft computing (Berlin, Germany) (01.03.2023)
Published in Soft computing (Berlin, Germany) (01.03.2023)
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Journal Article
FasterRib: A deep learning algorithm to automate identification and characterization of rib fractures on chest computed tomography scans
Edamadaka, Sathya, Brown, David W, Swaroop, Roshan, Kolodner, Matthew, Spain, David A, Forrester, Joseph D, Choi, Jeff
Published in The journal of trauma and acute care surgery (01.08.2023)
Published in The journal of trauma and acute care surgery (01.08.2023)
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Journal Article
COVID-19 pneumonia level detection using deep learning algorithm and transfer learning
Ali, Abbas M., Ghafoor, Kayhan, Mulahuwaish, Aos, Maghdid, Halgurd
Published in Evolutionary intelligence (01.04.2024)
Published in Evolutionary intelligence (01.04.2024)
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Journal Article
Development of a deep-learning algorithm for etiological classification of subarachnoid hemorrhage using non-contrast CT scans
Chen, Lingxu, Wang, Xiaochen, Li, Yuanjun, Bao, Yang, Wang, Sihui, Zhao, Xuening, Yuan, Mengyuan, Kang, Jianghe, Sun, Shengjun
Published in European radiology (01.11.2025)
Published in European radiology (01.11.2025)
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Journal Article
COVID-19 CT-images diagnosis and severity assessment using machine learning algorithm
Albataineh, Zaid, Aldrweesh, Fatima, Alzubaidi, Mohammad A.
Published in Cluster computing (01.02.2024)
Published in Cluster computing (01.02.2024)
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Journal Article
Feasibility evaluation of PET scan-time reduction for diagnosing amyloid-β levels in Alzheimer's disease patients using a deep-learning-based denoising algorithm
Peng, Zhao, Ni, Ming, Shan, Hongming, Lu, Yu, Li, Yongzhe, Zhang, Yifan, Pei, Xi, Chen, Zhi, Xie, Qiang, Wang, Shicun, Xu, X. George
Published in Computers in biology and medicine (01.11.2021)
Published in Computers in biology and medicine (01.11.2021)
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Journal Article
Transcatheter aortic valve implantation (TAVI) planning CT on 8‐cm detector scanners: Proper dose control by combined use of two deep‐learning reconstruction algorithms
Shao, Qiang, Zhou, Yongxia, Li, Jing, Zhang, Guozhi, Li, Kunyao, Ding, Zhaojun, Zhou, Rong, Zhang, Jiamo, Zheng, Xiaohong, Du, Yonghong
Published in Journal of applied clinical medical physics (01.09.2025)
Published in Journal of applied clinical medical physics (01.09.2025)
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Journal Article
The feasibility of K i parametric imaging in clinical dynamic 18 F-FDG total-body PET using a simulated-data-driven machine learning algorithm
Gu, Wenjian, Liu, Weiping, Yang, Wentong, Wang, Yihan, Liu, Ze, Zhu, Zhanshi, Li, Yanxiao, Xu, Tianyi, Shi, Hongcheng, Wang, Kuanquan, Luo, Gongning, Chen, Xiaojun, Zhou, Yun
Published in Medical physics (Lancaster) (01.10.2025)
Published in Medical physics (Lancaster) (01.10.2025)
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Journal Article
Transfer learning–based ensemble support vector machine model for automated COVID-19 detection using lung computerized tomography scan data
Singh, Mukul, Bansal, Shrey, Ahuja, Sakshi, Dubey, Rahul Kumar, Panigrahi, Bijaya Ketan, Dey, Nilanjan
Published in Medical & biological engineering & computing (01.04.2021)
Published in Medical & biological engineering & computing (01.04.2021)
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Journal Article
A Machine Learning Algorithm to Estimate Sarcopenia on Abdominal CT
Burns, Joseph E, Yao, Jianhua, Chalhoub, Didier, Chen, Joseph J, Summers, Ronald M
Published in Academic radiology (01.03.2020)
Published in Academic radiology (01.03.2020)
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Journal Article
Accuracy and time efficiency of a novel deep learning algorithm for Intracranial Hemorrhage detection in CT Scans
D’Angelo, Tommaso, Bucolo, Giuseppe M., Kamareddine, Tarek, Yel, Ibrahim, Koch, Vitali, Gruenewald, Leon D., Martin, Simon, Alizadeh, Leona S., Mazziotti, Silvio, Blandino, Alfredo, Vogl, Thomas J., Booz, Christian
Published in Radiologia medica (01.10.2024)
Published in Radiologia medica (01.10.2024)
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Journal Article
Computed Tomography Image Features under Deep Learning Algorithm Applied in Staging Diagnosis of Bladder Cancer and Detection on Ceramide Glycosylation
Xu, Yisheng, Lou, Jianghua, Gao, Zhiqin, Zhan, Ming
Published in Computational and mathematical methods in medicine (07.01.2022)
Published in Computational and mathematical methods in medicine (07.01.2022)
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Journal Article
Development of a Machine-Learning Algorithm to Identify Cauda Equina Compression on Magnetic Resonance Imaging Scans
Biswas, Sayan, Sarkar, Ved, MacArthur, Joshua Ian, Guo, Li, Deng, Xutao, Snowdon, Ella, Ahmed, Hamza, Tetlow, Callum, George, K. Joshi
Published in World neurosurgery (01.03.2025)
Published in World neurosurgery (01.03.2025)
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Journal Article