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Structure-aware deep learning for chronic middle ear disease
Wang, Zheng, Song, Jian, Su, Ri, Hou, Muzhou, Qi, Min, Zhang, Jianglin, Wu, Xuewen
Published in Expert systems with applications (15.05.2022)
Published in Expert systems with applications (15.05.2022)
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Journal Article
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
COVID-19 Detection Systems Based on Speech and Image Data Using Deep Learning Algorithms
Akhtar, Farooq, Mahum, Rabbia, Ragab, Adham E., Butt, Faisal Shafique, El-Meligy, Mohammed A., Hassan, Haseeb
Published in International journal of computational intelligence systems (10.09.2024)
Published in International journal of computational intelligence systems (10.09.2024)
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Journal Article
Lung nodule malignancy classification using only radiologist-quantified image features as inputs to statistical learning algorithms: probing the Lung Image Database Consortium dataset with two statistical learning methods
Hancock, Matthew C, Magnan, Jerry F
Published in Journal of medical imaging (Bellingham, Wash.) (01.10.2016)
Published in Journal of medical imaging (Bellingham, Wash.) (01.10.2016)
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Journal Article
Validation of expert system enhanced deep learning algorithm for automated screening for COVID-Pneumonia on chest X-rays
Gidde, Prashant Sadashiv, Prasad, Shyam Sunder, Singh, Ajay Pratap, Bhatheja, Nitin, Prakash, Satyartha, Singh, Prateek, Saboo, Aakash, Takhar, Rohit, Gupta, Salil, Saurav, Sumeet, M. V., Raghunandanan, Singh, Amritpal, Sardana, Viren, Mahajan, Harsh, Kalyanpur, Arjun, Mandal, Atanendu Shekhar, Mahajan, Vidur, Agrawal, Anurag, Agrawal, Anjali, Venugopal, Vasantha Kumar, Singh, Sanjay, Dash, Debasis
Published in Scientific reports (01.12.2021)
Published in Scientific reports (01.12.2021)
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Journal Article
Selecting the best machine learning algorithm to support the diagnosis of Non-Alcoholic Fatty Liver Disease: A meta learner study
Sorino, Paolo, Caruso, Maria Gabriella, Misciagna, Giovanni, Bonfiglio, Caterina, Campanella, Angelo, Mirizzi, Antonella, Franco, Isabella, Bianco, Antonella, Buongiorno, Claudia, Liuzzi, Rosalba, Cisternino, Anna Maria, Notarnicola, Maria, Chiloiro, Marisa, Pascoschi, Giovanni, Osella, Alberto Rubén
Published in PloS one (20.10.2020)
Published in PloS one (20.10.2020)
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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 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
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
3D Hyperspectral Data Analysis with Spatially Aware Deep Learning for Diagnostic Applications
Luo, Ruihao, Guo, Shuxia, Hniopek, Julian, Bocklitz, Thomas
Published in Analytical chemistry (Washington) (15.04.2025)
Published in Analytical chemistry (Washington) (15.04.2025)
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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
Lung and Pancreatic Tumor Characterization in the Deep Learning Era: Novel Supervised and Unsupervised Learning Approaches
Hussein, Sarfaraz, Kandel, Pujan, Bolan, Candice W., Wallace, Michael B., Bagci, Ulas
Published in IEEE transactions on medical imaging (01.08.2019)
Published in IEEE transactions on medical imaging (01.08.2019)
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Journal Article
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
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
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