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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
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
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
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
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
Automated quantification of cerebral edema following hemispheric infarction: Application of a machine-learning algorithm to evaluate CSF shifts on serial head CTs
Chen, Yasheng, Dhar, Rajat, Heitsch, Laura, Ford, Andria, Fernandez-Cadenas, Israel, Carrera, Caty, Montaner, Joan, Lin, Weili, Shen, Dinggang, An, Hongyu, Lee, Jin-Moo
Published in NeuroImage clinical (01.01.2016)
Published in NeuroImage clinical (01.01.2016)
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Journal Article
Machine learning to extract muscle fascicle length changes from dynamic ultrasound images in real-time
Rosa, Luis G., Zia, Jonathan S., Inan, Omer T., Sawicki, Gregory S.
Published in PloS one (26.05.2021)
Published in PloS one (26.05.2021)
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Journal Article
Network Accelerated Motion Estimation and Reduction (NAMER): Convolutional neural network guided retrospective motion correction using a separable motion model
Haskell, Melissa W., Cauley, Stephen F., Bilgic, Berkin, Hossbach, Julian, Splitthoff, Daniel N., Pfeuffer, Josef, Setsompop, Kawin, Wald, Lawrence L.
Published in Magnetic resonance in medicine (01.10.2019)
Published in Magnetic resonance in medicine (01.10.2019)
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Journal Article
Exploring photoacoustic spectroscopy-based machine learning together with metabolomics to assess breast tumor progression in a xenograft model ex vivo
Rodrigues, Jackson, Amin, Ashwini, Raghushaker, Chandavalli Ramappa, Chandra, Subhash, Joshi, Manjunath B., Prasad, Keerthana, Rai, Sharada, Nayak, Subramanya G., Ray, Satadru, Mahato, Krishna Kishore
Published in Laboratory investigation (01.07.2021)
Published in Laboratory investigation (01.07.2021)
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Journal Article
Ovarian torsion: developing a machine-learned algorithm for diagnosis
Otjen, Jeffrey P., Stanescu, A. Luana, Alessio, Adam M., Parisi, Marguerite T.
Published in Pediatric radiology (01.05.2020)
Published in Pediatric radiology (01.05.2020)
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Journal Article
New reconstruction algorithm for digital breast tomosynthesis: better image quality for humans and computers
Rodriguez-Ruiz, Alejandro, Teuwen, Jonas, Vreemann, Suzan, Bouwman, Ramona W, van Engen, Ruben E, Karssemeijer, Nico, Mann, Ritse M, Gubern-Merida, Albert, Sechopoulos, Ioannis
Published in Acta radiologica (1987) (01.09.2018)
Published in Acta radiologica (1987) (01.09.2018)
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Journal Article
EEG-Based Epileptic Seizure Detection via Machine/Deep Learning Approaches: A Systematic Review
Ahmad, Ijaz, Wang, Xin, Zhu, Mingxing, Wang, Cheng, Pi, Yao, Khan, Javed Ali, Khan, Siyab, Samuel, Oluwarotimi Williams, Chen, Shixiong, Li, Guanglin
Published in Computational intelligence and neuroscience (17.06.2022)
Published in Computational intelligence and neuroscience (17.06.2022)
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Journal Article
A machine learning approach in a monocentric cohort for predicting primary refractory disease in Diffuse Large B-cell lymphoma patients
Detrait, Marie Y., Warnon, Stéphanie, Lagasse, Raphaël, Dumont, Laurent, De Prophétis, Stéphanie, Hansenne, Amandine, Raedemaeker, Juliette, Robin, Valérie, Verstraete, Géraldine, Gillain, Aline, Depasse, Nicolas, Jacmin, Pierre, Pranger, Delphine
Published in PloS one (01.10.2024)
Published in PloS one (01.10.2024)
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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