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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
Computational methods used to investigate atherosclerosis progression in coronary arteries: structural FEA, CFD or FSI
Lissoni, Vittorio, Luraghi, Giulia, Stefanati, Marco, Rodriguez Matas, Jose Felix, Migliavacca, Francesco
Published in Computer methods and programs in biomedicine (01.10.2025)
Published in Computer methods and programs in biomedicine (01.10.2025)
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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
Detection and analysis of cerebral aneurysms based on X-ray rotational angiography - the CADA 2020 challenge
Ivantsits, Matthias, Goubergrits, Leonid, Kuhnigk, Jan-Martin, Huellebrand, Markus, Bruening, Jan, Kossen, Tabea, Pfahringer, Boris, Schaller, Jens, Spuler, Andreas, Kuehne, Titus, Jia, Yizhuan, Li, Xuesong, Shit, Suprosanna, Menze, Bjoern, Su, Ziyu, Ma, Jun, Nie, Ziwei, Jain, Kartik, Liu, Yanfei, Lin, Yi, Hennemuth, Anja
Published in Medical image analysis (01.04.2022)
Published in Medical image analysis (01.04.2022)
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Journal Article
Design of a model-based diagnostic algorithm for diesel particulate filter fault detection and isolation
Polverino, Pierpaolo, Elefante, Serena, Arsie, Ivan, Pianese, Cesare
Published in AIP conference proceedings (17.12.2019)
Published in AIP conference proceedings (17.12.2019)
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Journal Article
Conference Proceeding
Intelligent Microfluidics for Plasma Separation: Integrating Computational Fluid Dynamics and Machine Learning for Optimized Microchannel Design
Manekar, Kavita, Bhaiyya, Manish L., Hasamnis, Meghana A., Kulkarni, Madhusudan B.
Published in Biosensors (Basel) (01.02.2025)
Published in Biosensors (Basel) (01.02.2025)
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Journal Article
Hybrid multi-kernel SVM algorithm for detection of microaneurysm in color fundus images
Derwin, D. Jeba, Shan, B. Priestly, Singh, O. Jeba
Published in Medical & biological engineering & computing (01.05.2022)
Published in Medical & biological engineering & computing (01.05.2022)
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Journal Article
Automatic triangulated mesh generation of pulmonary airways from segmented lung 3DCTs for computational fluid dynamics
Lauria, Michael, Singhrao, Kamal, Stiehl, Bradley, Low, Daniel, Goldin, Jonathan, Barjaktarevic, Igor, Santhanam, Anand
Published in International journal for computer assisted radiology and surgery (01.01.2022)
Published in International journal for computer assisted radiology and surgery (01.01.2022)
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Journal Article
Computational Fluid Dynamics (CFD) Analysis of Subject-specific Bronchial Tree Models in Lung Cancer Patients
Aliboni, L., Pennati, F., Sarti, M., Iorio, V., Carrinola, R., Palleschi, A., Aliverti, A.
Published in 2021 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.11.2021)
Published in 2021 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.11.2021)
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Conference Proceeding
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
Automated ventricular segmentation and shunt failure detection using convolutional neural networks
Huang, Kevin T., McNulty, Jack, Hussein, Helweh, Klinger, Neil, Chua, Melissa M. J., Ng, Patrick R., Chalif, Joshua, Mehta, Neel H., Arnaout, Omar
Published in Scientific reports (27.09.2024)
Published in Scientific reports (27.09.2024)
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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