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Optimizing Coronary Computed Tomography Angiography Using a Novel Deep Learning-Based Algorithm
Dreesen, H. J. H., Stroszczynski, C., Lell, M. M.
Published in Journal of digital imaging (01.08.2024)
Published in Journal of digital imaging (01.08.2024)
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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
Deep learning algorithm in detecting intracranial hemorrhages on emergency computed tomographies
Kundisch, Almut, Hönning, Alexander, Mutze, Sven, Kreissl, Lutz, Spohn, Frederik, Lemcke, Johannes, Sitz, Maximilian, Sparenberg, Paul, Goelz, Leonie
Published in PloS one (29.11.2021)
Published in PloS one (29.11.2021)
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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
Deep-learning algorithms for the interpretation of chest radiographs to aid in the triage of COVID-19 patients: A multicenter retrospective study
Jang, Se Bum, Lee, Suk Hee, Lee, Dong Eun, Park, Sin-Youl, Kim, Jong Kun, Cho, Jae Wan, Cho, Jaekyung, Kim, Ki Beom, Park, Byunggeon, Park, Jongmin, Lim, Jae-Kwang
Published in PloS one (24.11.2020)
Published in PloS one (24.11.2020)
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Journal Article
Optical coherence tomography for identification of malignant pulmonary nodules based on random forest machine learning algorithm
Ding, Ming, Pan, Shi-yu, Huang, Jing, Yuan, Cheng, Zhang, Qiang, Zhu, Xiao-li, Cai, Yan
Published in PloS one (31.12.2021)
Published in PloS one (31.12.2021)
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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
Radiomics-based machine learning for automated detection of Pneumothorax in CT scans
Alimiri Dehbaghi, Hanieh, Khoshgard, Karim, Sharini, Hamid, Jafari Khairabadi, Samira, Naleini, Farhad
Published in PloS one (09.12.2024)
Published in PloS one (09.12.2024)
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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
Machine learning assessment of myocardial ischemia using angiography: Development and retrospective validation
Hae, Hyeonyong, Kang, Soo-Jin, Kim, Won-Jang, Choi, So-Yeon, Lee, June-Goo, Bae, Youngoh, Cho, Hyungjoo, Yang, Dong Hyun, Kang, Joon-Won, Lim, Tae-Hwan, Lee, Cheol Hyun, Kang, Do-Yoon, Lee, Pil Hyung, Ahn, Jung-Min, Park, Duk-Woo, Lee, Seung-Whan, Kim, Young-Hak, Lee, Cheol Whan, Park, Seong-Wook, Park, Seung-Jung
Published in PLoS medicine (13.11.2018)
Published in PLoS medicine (13.11.2018)
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Journal Article
Alzheimer’s disease diagnosis from diffusion tensor images using convolutional neural networks
Marzban, Eman N., Eldeib, Ayman M., Yassine, Inas A., Kadah, Yasser M.
Published in PloS one (24.03.2020)
Published in PloS one (24.03.2020)
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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
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