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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
Using Functional or Structural Magnetic Resonance Images and Personal Characteristic Data to Identify ADHD and Autism
Ghiassian, Sina, Greiner, Russell, Jin, Ping, Brown, Matthew R. G.
Published in PloS one (28.12.2016)
Published in PloS one (28.12.2016)
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Journal Article
Improved deep convolutional neural networks using chimp optimization algorithm for Covid19 diagnosis from the X-ray images
Cai, Chengfeng, Gou, Bingchen, Khishe, Mohammad, Mohammadi, Mokhtar, Rashidi, Shima, Moradpour, Reza, Mirjalili, Seyedali
Published in Expert systems with applications (01.03.2023)
Published in Expert systems with applications (01.03.2023)
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Journal Article
Decentralized Federated Learning Algorithm Under Adversary Eavesdropping
Xu, Lei, Xu, Danya, Yi, Xinlei, Deng, Chao, Chai, Tianyou, Yang, Tao
Published in IEEE/CAA journal of automatica sinica (01.02.2025)
Published in IEEE/CAA journal of automatica sinica (01.02.2025)
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Journal Article
Pathomorphological Diagnosis Process Modeling for Machine Learning Algorithms' Applying
Pankowska, Malgorzata, Zytniewski, Mariusz, Kozak, Mateusz, Tomaszek, Krzysztof, Spinczyk, Dominik
Published in 2024 19th Conference on Computer Science and Intelligence Systems (FedCSIS) (01.01.2024)
Published in 2024 19th Conference on Computer Science and Intelligence Systems (FedCSIS) (01.01.2024)
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Conference Proceeding
Journal Article
An Uncertainty-Aware Transfer Learning-Based Framework for COVID-19 Diagnosis
Shamsi, Afshar, Asgharnezhad, Hamzeh, Jokandan, Shirin Shamsi, Khosravi, Abbas, Kebria, Parham M., Nahavandi, Darius, Nahavandi, Saeid, Srinivasan, Dipti
Published in IEEE transaction on neural networks and learning systems (01.04.2021)
Published in IEEE transaction on neural networks and learning systems (01.04.2021)
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Journal Article
Diagnosing brain tumours by routine blood tests using machine learning
Podnar, Simon, Kukar, Matjaž, Gunčar, Gregor, Notar, Mateja, Gošnjak, Nina, Notar, Marko
Published in Scientific reports (09.10.2019)
Published in Scientific reports (09.10.2019)
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Journal Article
Role of biological Data Mining and Machine Learning Techniques in Detecting and Diagnosing the Novel Coronavirus (COVID-19): A Systematic Review
Albahri, A. S., Hamid, Rula A., Alwan, Jwan k., Al-qays, Z.T., Zaidan, A. A., Zaidan, B. B., Albahri, A O. S., AlAmoodi, A. H., Khlaf, Jamal Mawlood, Almahdi, E. M., Thabet, Eman, Hadi, Suha M., Mohammed, K I., Alsalem, M. A., Al-Obaidi, Jameel R., Madhloom, H.T.
Published in Journal of medical systems (01.07.2020)
Published in Journal of medical systems (01.07.2020)
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Journal Article
Big data dimensionality reduction-based supervised machine learning algorithms for NASH diagnosis
Tutsoy, Onder, Ozturk, Huseyin Ali, Sumbul, Hilmi Erdem
Published in BMC bioinformatics (21.10.2025)
Published in BMC bioinformatics (21.10.2025)
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Journal Article
Diagnosis of Coronavirus Disease 2019 (COVID-19) With Structured Latent Multi-View Representation Learning
Kang, Hengyuan, Xia, Liming, Yan, Fuhua, Wan, Zhibin, Shi, Feng, Yuan, Huan, Jiang, Huiting, Wu, Dijia, Sui, He, Zhang, Changqing, Shen, Dinggang
Published in IEEE transactions on medical imaging (01.08.2020)
Published in IEEE transactions on medical imaging (01.08.2020)
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Journal Article
Ultrasound image analysis using deep learning algorithm for the diagnosis of thyroid nodules
Song, Junho, Chai, Young Jun, Masuoka, Hiroo, Park, Sun-Won, Kim, Su-jin, Choi, June Young, Kong, Hyoun-Joong, Lee, Kyu Eun, Lee, Joongseek, Kwak, Nojun, Yi, Ka Hee, Miyauchi, Akira
Published in Medicine (01.04.2019)
Published in Medicine (01.04.2019)
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Journal Article
Statistical classifiers for diagnosing disease from immune repertoires: a case study using multiple sclerosis
Ostmeyer, Jared, Christley, Scott, Rounds, William H., Toby, Inimary, Greenberg, Benjamin M., Monson, Nancy L., Cowell, Lindsay G.
Published in BMC bioinformatics (07.09.2017)
Published in BMC bioinformatics (07.09.2017)
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Journal Article