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Evaluation of a deep learning-based reconstruction method for denoising and image enhancement of shoulder MRI in patients with shoulder pain
Feuerriegel, Georg C., Weiss, Kilian, Kronthaler, Sophia, Leonhardt, Yannik, Neumann, Jan, Wurm, Markus, Lenhart, Nicolas S., Makowski, Marcus R., Schwaiger, Benedikt J., Woertler, Klaus, Karampinos, Dimitrios C., Gersing, Alexandra S.
Published in European radiology (01.07.2023)
Published in European radiology (01.07.2023)
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Journal Article
Establish a normal fetal lung gestational age grading model and explore the potential value of deep learning algorithms in fetal lung maturity evaluation
Xia, Tai-Hui, Tan, Man, Li, Jing-Hua, Wang, Jing-Jing, Wu, Qing-Qing, Kong, De-Xing
Published in Chinese medical journal (01.07.2021)
Published in Chinese medical journal (01.07.2021)
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Journal Article
Repurposing the Public BraTS Dataset for Postoperative Brain Tumour Treatment Response Monitoring
Sørensen, Peter Jagd, Ladefoged, Claes Nøhr, Larsen, Vibeke Andrée, Andersen, Flemming Littrup, Nielsen, Michael Bachmann, Poulsen, Hans Skovgaard, Carlsen, Jonathan Frederik, Hansen, Adam Espe
Published in Tomography (Ann Arbor) (01.09.2024)
Published in Tomography (Ann Arbor) (01.09.2024)
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Journal Article
Assessment of peritoneal microbial features and tumor marker levels as potential diagnostic tools for ovarian cancer
Miao, Ruizhong, Badger, Taylor C., Groesch, Kathleen, Diaz-Sylvester, Paula L., Wilson, Teresa, Ghareeb, Allen, Martin, Jongjin Anne, Cregger, Melissa, Welge, Michael, Bushell, Colleen, Auvil, Loretta, Zhu, Ruoqing, Brard, Laurent, Braundmeier-Fleming, Andrea
Published in PloS one (09.01.2020)
Published in PloS one (09.01.2020)
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Journal Article
Diagnostic Accuracy of a Machine-Learning Approach to Coronary Computed Tomographic Angiography–Based Fractional Flow Reserve: Result From the MACHINE Consortium
Coenen, Adriaan, Kim, Young-Hak, Kruk, Mariusz, Tesche, Christian, De Geer, Jakob, Kurata, Akira, Lubbers, Marisa L., Daemen, Joost, Itu, Lucian, Rapaka, Saikiran, Sharma, Puneet, Schwemmer, Chris, Persson, Anders, Schoepf, U. Joseph, Kepka, Cezary, Hyun Yang, Dong, Nieman, Koen
Published in Circulation. Cardiovascular imaging (01.06.2018)
Published in Circulation. Cardiovascular imaging (01.06.2018)
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Journal Article
An effective simulation- and measurement-based workflow for enhanced diagnostics in rhinology
Waldmann, Moritz, Grosch, Alice, Witzler, Christian, Lehner, Matthias, Benda, Odo, Koch, Walter, Vogt, Klaus, Kohn, Christopher, Schröder, Wolfgang, Göbbert, Jens Henrik, Lintermann, Andreas
Published in Medical & biological engineering & computing (01.02.2022)
Published in Medical & biological engineering & computing (01.02.2022)
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Journal Article
Machine learning based on Optical Coherence Tomography images as a diagnostic tool for Alzheimer's disease
Wang, Xin, Jiao, Bin, Liu, Hui, Wang, Yaqin, Hao, Xiaoli, Zhu, Yuan, Xu, Bei, Xu, Huizhuo, Zhang, Sizhe, Jia, Xiaoliang, Xu, Qian, Liao, Xinxin, Zhou, Yafang, Jiang, Hong, Wang, Junling, Guo, Jifeng, Yan, Xinxiang, Tang, Beisha, Zhao, Rongchang, Shen, Lu
Published in CNS neuroscience & therapeutics (01.12.2022)
Published in CNS neuroscience & therapeutics (01.12.2022)
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Journal Article
Semantic segmentation of cerebrospinal fluid and brain volume with a convolutional neural network in pediatric hydrocephalus—transfer learning from existing algorithms
Grimm, Florian, Edl, Florian, Kerscher, Susanne R., Nieselt, Kay, Gugel, Isabel, Schuhmann, Martin U.
Published in Acta neurochirurgica (01.10.2020)
Published in Acta neurochirurgica (01.10.2020)
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Journal Article
Modelling blood flow in patients with heart valve disease using deep learning: A computationally efficient method to expand diagnostic capabilities in clinical routine
Yevtushenko, Pavlo, Goubergrits, Leonid, Franke, Benedikt, Kuehne, Titus, Schafstedde, Marie
Published in Frontiers in cardiovascular medicine (03.03.2023)
Published in Frontiers in cardiovascular medicine (03.03.2023)
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Journal Article
Diagnostic accuracy of adenosine deaminase for pleural tuberculosis in a low prevalence setting: A machine learning approach within a 7-year prospective multi-center study
Garcia-Zamalloa, Alberto, Vicente, Diego, Arnay, Rafael, Arrospide, Arantzazu, Taboada, Jorge, Castilla-Rodríguez, Iván, Aguirre, Urko, Múgica, Nekane, Aldama, Ladislao, Aguinagalde, Borja, Jimenez, Montserrat, Bikuña, Edurne, Basauri, Miren Begoña, Alonso, Marta, Perez-Trallero, Emilio
Published in PloS one (04.11.2021)
Published in PloS one (04.11.2021)
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Journal Article
Multi-modal discriminative dictionary learning for Alzheimer's disease and mild cognitive impairment
Li, Qing, Wu, Xia, Xu, Lele, Chen, Kewei, Yao, Li, Li, Rui
Published in Computer methods and programs in biomedicine (01.10.2017)
Published in Computer methods and programs in biomedicine (01.10.2017)
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Journal Article
Accuracy of MRI Classification Algorithms in a Tertiary Memory Center Clinical Routine Cohort
Published in Journal of Alzheimer's disease
(01.01.2020)
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Journal Article
Application of deep learning algorithm for judicious use of anti-VEGF in diabetic macular edema
Mondal, Anwesa, Nandi, Apurba, Pramanik, Subhasish, Mondal, Lakshmi Kanta
Published in Scientific reports (07.02.2025)
Published in Scientific reports (07.02.2025)
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Journal Article
SPOSDS: A smart Polycystic Ovary Syndrome diagnostic system using machine learning
Tiwari, Shamik, Kane, Lalit, Koundal, Deepika, Jain, Anurag, Alhudhaif, Adi, Polat, Kemal, Zaguia, Atef, Alenezi, Fayadh, Althubiti, Sara A.
Published in Expert systems with applications (01.10.2022)
Published in Expert systems with applications (01.10.2022)
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Journal Article
Multicenter Validation of a Deep Learning Detection Algorithm for Focal Cortical Dysplasia
Published in Neurology
(19.10.2021)
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Journal Article
Development and validation of machine learning prediction model based on computed tomography angiography–derived hemodynamics for rupture status of intracranial aneurysms: a Chinese multicenter study
Chen, Guozhong, Lu, Mengjie, Shi, Zhao, Xia, Shuang, Ren, Yuan, Liu, Zhen, Liu, Xiuxian, Li, Zhiyong, Mao, Li, Li, Xiu Li, Zhang, Bo, Zhang, Long Jiang, Lu, Guang Ming
Published in European radiology (01.09.2020)
Published in European radiology (01.09.2020)
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Journal Article