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Scan‐specific robust artificial‐neural‐networks for k‐space interpolation (RAKI) reconstruction: Database‐free deep learning for fast imaging
Akçakaya, Mehmet, Moeller, Steen, Weingärtner, Sebastian, Uğurbil, Kâmil
Published in Magnetic resonance in medicine (01.01.2019)
Published in Magnetic resonance in medicine (01.01.2019)
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Journal Article
Glaucomatous Patterns in Frequency Doubling Technology (FDT) Perimetry Data Identified by Unsupervised Machine Learning Classifiers
Bowd, Christopher, Weinreb, Robert N., Balasubramanian, Madhusudhanan, Lee, Intae, Jang, Giljin, Yousefi, Siamak, Zangwill, Linda M., Medeiros, Felipe A., Girkin, Christopher A., Liebmann, Jeffrey M., Goldbaum, Michael H.
Published in PloS one (30.01.2014)
Published in PloS one (30.01.2014)
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Journal Article
Estimation of foveal avascular zone area from a B-scan OCT image using machine learning algorithms
Toyama, Taku, Maruko, Ichiro, Zhou, Han Peng, Ikeda, Miki, Hasegawa, Taiji, Iida, Tomohiro, Aihara, Makoto, Ueta, Takashi
Published in PloS one (16.12.2024)
Published in PloS one (16.12.2024)
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Journal Article
Comparisons of deep learning algorithms for diagnosing bacterial keratitis via external eye photographs
Kuo, Ming-Tse, Hsu, Benny Wei-Yun, Lin, Yi-Sheng, Fang, Po-Chiung, Yu, Hun-Ju, Chen, Alexander, Yu, Meng-Shan, Tseng, Vincent S.
Published in Scientific reports (20.12.2021)
Published in Scientific reports (20.12.2021)
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Journal Article
Online diagnosis of COVID-19 from chest radiography images by using deep learning algorithms
Budak, Cafer, Mençik, Vasfiye, Varışlı, Osman
Published in Neural computing & applications (01.10.2023)
Published in Neural computing & applications (01.10.2023)
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Journal Article
Estimating Retinal Sensitivity Using Optical Coherence Tomography With Deep-Learning Algorithms in Macular Telangiectasia Type 2
Kihara, Yuka, Heeren, Tjebo F. C., Lee, Cecilia S., Wu, Yue, Xiao, Sa, Tzaridis, Simone, Holz, Frank G., Charbel Issa, Peter, Egan, Catherine A., Lee, Aaron Y.
Published in JAMA network open (01.02.2019)
Published in JAMA network open (01.02.2019)
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Journal Article
Machine learning algorithms as new screening approach for patients with endometriosis
Bendifallah, Sofiane, Puchar, Anne, Suisse, Stéphane, Delbos, Léa, Poilblanc, Mathieu, Descamps, Philippe, Golfier, Francois, Touboul, Cyril, Dabi, Yohann, Daraï, Emile
Published in Scientific reports (12.01.2022)
Published in Scientific reports (12.01.2022)
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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
Stark spectral line broadening modeling by machine learning algorithms
Tapalaga, Irinel, Traparić, Ivan, Trklja Boca, Nora, Purić, Jagoš, Dojčinović, Ivan P.
Published in Neural computing & applications (01.04.2022)
Published in Neural computing & applications (01.04.2022)
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Journal Article
BraNet: a mobil application for breast image classification based on deep learning algorithms
Jiménez-Gaona, Yuliana, Álvarez, María José Rodríguez, Castillo-Malla, Darwin, García-Jaen, Santiago, Carrión-Figueroa, Diana, Corral-Domínguez, Patricio, Lakshminarayanan, Vasudevan
Published in Medical & biological engineering & computing (01.09.2024)
Published in Medical & biological engineering & computing (01.09.2024)
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Journal Article
Machine learning analysis of gene expression data reveals novel diagnostic and prognostic biomarkers and identifies therapeutic targets for soft tissue sarcomas
van IJzendoorn, David G. P., Szuhai, Karoly, Briaire-de Bruijn, Inge H., Kostine, Marie, Kuijjer, Marieke L., Bovée, Judith V. M. G.
Published in PLoS computational biology (01.02.2019)
Published in PLoS computational biology (01.02.2019)
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Journal Article
Temporal Lobe Epilepsy Surgical Outcomes Can Be Inferred Based on Structural Connectome Hubs: A Machine Learning Study
Gleichgerrcht, Ezequiel, Keller, Simon S., Drane, Daniel L., Munsell, Brent C., Davis, Kathryn A., Kaestner, Erik, Weber, Bernd, Krantz, Samantha, Vandergrift, William A., Edwards, Jonathan C., McDonald, Carrie R., Kuzniecky, Ruben, Bonilha, Leonardo
Published in Annals of neurology (01.11.2020)
Published in Annals of neurology (01.11.2020)
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Journal Article
Machine-learning classification of texture features of portable chest X-ray accurately classifies COVID-19 lung infection
Hussain, Lal, Nguyen, Tony, Li, Haifang, Abbasi, Adeel A., Lone, Kashif J., Zhao, Zirun, Zaib, Mahnoor, Chen, Anne, Duong, Tim Q.
Published in Biomedical engineering online (25.11.2020)
Published in Biomedical engineering online (25.11.2020)
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Journal Article
Electrocardiogram-based deep learning algorithm for the screening of obstructive coronary artery disease
Choi, Seong Huan, Lee, Hyun-Gye, Park, Sang-Don, Bae, Jang-Whan, Lee, Woojoo, Kim, Mi-Sook, Kim, Tae-Hun, Lee, Won Kyung
Published in BMC cardiovascular disorders (07.06.2023)
Published in BMC cardiovascular disorders (07.06.2023)
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Journal Article