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Deep Learning–Based ASPECTS Algorithm Enhances Reader Performance and Reduces Interpretation Time

by Ayobi, Angela, Davis, Adam, Chang, Peter D., Chow, Daniel S., Nael, Kambiz, Tassy, Maxime, Quenet, Sarah, Fogola, Sylvain, Shabe, Peter, Fussell, David, Avare, Christophe, Chaibi, Yasmina
Published in American journal of neuroradiology : AJNR (04.03.2025)

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Early diagnosis of Alzheimer’s disease and mild cognitive impairment using MRI analysis and machine learning algorithms

by Givian, Helia, Calbimonte, Jean-Paul
Published in Discover applied sciences (01.01.2025)

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COVID-19 CT-images diagnosis and severity assessment using machine learning algorithm

by Albataineh, Zaid, Aldrweesh, Fatima, Alzubaidi, Mohammad A.
Published in Cluster computing (01.02.2024)

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Feasibility evaluation of PET scan-time reduction for diagnosing amyloid-β levels in Alzheimer's disease patients using a deep-learning-based denoising algorithm

by 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)

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A Comprehensive Unsupervised Framework for Chronic Kidney Disease Prediction

by Antony, Linta, Azam, Sami, Ignatious, Eva, Quadir, Ryana, Beeravolu, Abhijith Reddy, Jonkman, Mirjam, De Boer, Friso
Published in IEEE access (2021)

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Transcatheter aortic valve implantation (TAVI) planning CT on 8‐cm detector scanners: Proper dose control by combined use of two deep‐learning reconstruction algorithms

by 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)

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Diagnosing COVID-19 pneumonia from x-ray and CT images using deep learning and transfer learning algorithms

by 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)

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Conference Proceeding

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Deep learning-based algorithm improves radiologists’ performance in lung cancer bone metastases detection on computed tomography

by Huo, Tongtong, Xie, Yi, Fang, Ying, Wang, Ziyi, Liu, Pengran, Duan, Yuyu, Zhang, Jiayao, Wang, Honglin, Xue, Mingdi, Liu, Songxiang, Ye, Zhewei
Published in Frontiers in oncology (08.02.2023)

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Diagnosis and Detection of Alzheimer's Disease Using Learning Algorithm

by Shukla, Gargi Pant, Kumar, Santosh, Pandey, Saroj Kumar, Agarwal, Rohit, Varshney, Neeraj, Kumar, Ankit
Published in Big Data Mining and Analytics (01.12.2023)

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Early diagnosis of COVID-19-affected patients based on X-ray and computed tomography images using deep learning algorithm

by Dansana, Debabrata, Kumar, Raghvendra, Bhattacharjee, Aishik, Hemanth, D Jude, Gupta, Deepak, Khanna, Ashish, Castillo, Oscar
Published in Soft computing (Berlin, Germany) (01.03.2023)

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Using a single abdominal computed tomography image to differentiate five contrast-enhancement phases: A machine-learning algorithm for radiomics-based precision medicine

by Dercle, Laurent, Ma, Jingchen, Xie, Chuanmiao, Chen, Ai-ping, Wang, Deling, Luk, Lyndon, Revel-Mouroz, Paul, Otal, Philippe, Peron, Jean-Marie, Rousseau, Hervé, Lu, Lin, Schwartz, Lawrence H., Mokrane, Fatima-Zohra, Zhao, Binsheng
Published in European journal of radiology (01.04.2020)

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Ultra-low-dose chest CT imaging of COVID-19 patients using a deep residual neural network

by Shiri, Isaac, Akhavanallaf, Azadeh, Sanaat, Amirhossein, Salimi, Yazdan, Askari, Dariush, Mansouri, Zahra, Shayesteh, Sajad P., Hasanian, Mohammad, Rezaei-Kalantari, Kiara, Salahshour, Ali, Sandoughdaran, Saleh, Abdollahi, Hamid, Arabi, Hossein, Zaidi, Habib
Published in European radiology (01.03.2021)

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Detection of early infarction signs with machine learning-based diagnosis by means of the Alberta Stroke Program Early CT score (ASPECTS) in the clinical routine

by Guberina, Nika, Dietrich, U., Radbruch, A., Goebel, J., Deuschl, C., Ringelstein, A., Köhrmann, M., Kleinschnitz, C., Forsting, M., Mönninghoff, C.
Published in Neuroradiology (01.09.2018)

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Rapid diagnosis of papillary thyroid carcinoma with machine learning and probe electrospray ionization mass spectrometry

by Wang, Ye, Chen, Zhenhe, Shima, Keisuke, Zhong, Dingrong, Yang, Lei, Wang, Qingyang, Jiang, Ruiying, Dong, Jing, Lei, Yajuan, Li, Xiaodong, Cao, Lei
Published in Journal of mass spectrometry. (01.06.2022)

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A novel brain tumor segmentation and classification model using deep neural network over MRI-flair images

by Rajendirane, Rajmohan, Ananth Kumar, T., Sandhya, S. G., Hu, Yu-Chen
Published in Multimedia tools and applications (01.05.2025)

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Machine learning assessment of myocardial ischemia using angiography: Development and retrospective validation

by 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)

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Lung Cancer Classification and Prediction Using Machine Learning and Image Processing

by Nageswaran, Sharmila, Arunkumar, G., Bisht, Anil Kumar, Mewada, Shivlal, Kumar, J. N. V. R. Swarup, Jawarneh, Malik, Asenso, Evans
Published in BioMed research international (2022)

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AFCM-LSMA: New intelligent model based on Lévy slime mould algorithm and adaptive fuzzy C-means for identification of COVID-19 infection from chest X-ray images

by Anter, Ahmed M., Oliva, Diego, Thakare, Anuradha, Zhang, Zhiguo
Published in Advanced engineering informatics (01.08.2021)

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Alzheimer’s disease diagnosis from diffusion tensor images using convolutional neural networks

by Marzban, Eman N., Eldeib, Ayman M., Yassine, Inas A., Kadah, Yasser M.
Published in PloS one (24.03.2020)

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Intervertebral Cervical Disc Intensity (IVCDI) Detection and Classification on MRI Scans Using Deep Learning Methods

by Erkoc, M. Fatih, Ulutas, Hasan, Sahin, M. Emin
Published in International journal of imaging systems and technology (01.09.2024)

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