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MRI classification of progressive supranuclear palsy, Parkinson disease and controls using deep learning and machine learning algorithms for the identification of regions and tracts of interest as potential biomarkers
Volkmann, Heiko, Höglinger, Günter U., Grön, Georg, Bârlescu, Lavinia A., Müller, Hans-Peter, Kassubek, Jan
Published in Computers in biology and medicine (01.02.2025)
Published in Computers in biology and medicine (01.02.2025)
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Journal Article
Multiplexed single-cell morphometry for hematopathology diagnostics
Tsai, Albert G., Glass, David R., Juntilla, Marisa, Hartmann, Felix J., Oak, Jean S., Fernandez-Pol, Sebastian, Ohgami, Robert S., Bendall, Sean C.
Published in Nature medicine (01.03.2020)
Published in Nature medicine (01.03.2020)
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Journal Article
Deep learning analysis of left ventricular myocardium in CT angiographic intermediate-degree coronary stenosis improves the diagnostic accuracy for identification of functionally significant stenosis
van Hamersvelt, Robbert W., Zreik, Majd, Voskuil, Michiel, Viergever, Max A., Išgum, Ivana, Leiner, Tim
Published in European radiology (01.05.2019)
Published in European radiology (01.05.2019)
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Journal Article
Diagnostic utility of brain activity flow patterns analysis in attention deficit hyperactivity disorder
Biederman, J., Hammerness, P., Sadeh, B., Peremen, Z., Amit, A., Or-ly, H., Stern, Y., Reches, A., Geva, A., Faraone, S. V.
Published in Psychological medicine (01.05.2017)
Published in Psychological medicine (01.05.2017)
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Journal Article
Influence of Coronary Calcium on Diagnostic Performance of Machine Learning CT-FFR: Results From MACHINE Registry
Tesche, Christian, Otani, Katharina, De Cecco, Carlo N, Coenen, Adriaan, De Geer, Jakob, Kruk, Mariusz, Kim, Young-Hak, Albrecht, Moritz H, Baumann, Stefan, Renker, Matthias, Bayer, Richard R, Duguay, Taylor M, Litwin, Sheldon E, Varga-Szemes, Akos, Steinberg, Daniel H, Yang, Dong Hyun, Kepka, Cezary, Persson, Anders, Nieman, Koen, Schoepf, U Joseph
Published in JACC. Cardiovascular imaging (01.03.2020)
Published in JACC. Cardiovascular imaging (01.03.2020)
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Journal Article
Applications of artificial intelligence in cardiovascular imaging
Sermesant Maxime, Delingette Hervé, Cochet Hubert, Jaïs Pierre, Ayache Nicholas
Published in Nature reviews cardiology (01.08.2021)
Published in Nature reviews cardiology (01.08.2021)
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Journal Article
Machine learning for the automatic assessment of aortic rotational flow and wall shear stress from 4D flow cardiac magnetic resonance imaging
Garrido-Oliver, Juan, Aviles, Jordina, Córdova, Marcos Mejía, Dux-Santoy, Lydia, Ruiz-Muñoz, Aroa, Teixido-Tura, Gisela, Maso Talou, Gonzalo D., Morales Ferez, Xabier, Jiménez, Guillermo, Evangelista, Arturo, Ferreira-González, Ignacio, Rodriguez-Palomares, Jose, Camara, Oscar, Guala, Andrea
Published in European radiology (01.10.2022)
Published in European radiology (01.10.2022)
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Journal Article
Next-generation imaging of the skeletal system and its blood supply
Grüneboom, Anika, Kling, Lasse, Christiansen, Silke, Mill, Leonid, Maier, Andreas, Engelke, Klaus, Quick, Harald H, Schett, Georg, Gunzer, Matthias
Published in Nature reviews. Rheumatology (01.09.2019)
Published in Nature reviews. Rheumatology (01.09.2019)
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Journal Article
Deep Learning–Based Chronic Obstructive Pulmonary Disease Exacerbation Prediction Using Flow-Volume and Volume-Time Curve Imaging: Retrospective Cohort Study
Jeon, Eun-Tae, Park, Heemoon, Lee, Jung-Kyu, Heo, Eun Young, Lee, Chang Hoon, Kim, Deog Kyeom, Kim, Dong Hyun, Lee, Hyun Woo
Published in Journal of medical Internet research (15.05.2025)
Published in Journal of medical Internet research (15.05.2025)
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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
AI‐Powered Multimodal Modeling of Personalized Hemodynamics in Aortic Stenosis
Ozturk, Caglar, Pak, Daniel H., Rosalia, Luca, Goswami, Debkalpa, Robakowski, Mary E., McKay, Raymond, Nguyen, Christopher T., Duncan, James S., Roche, Ellen T.
Published in Advanced science (01.02.2025)
Published in Advanced science (01.02.2025)
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Journal Article
A semi-supervised prototypical network for prostate lesion segmentation from multimodality MRI
Yan, Wen, Hu, Yipeng, Yang, Qianye, Fu, Yunguan, Syer, Tom, Min, Zhe, Punwani, Shonit, Emberton, Mark, Barratt, Dean C, Cho, Carmen C M, Chiu, Bernard
Published in Physics in medicine & biology (20.04.2025)
Published in Physics in medicine & biology (20.04.2025)
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Journal Article
Learning hemodynamic scalar fields on coronary artery meshes: A benchmark of geometric deep learning models
Nannini, Guido, Suk, Julian, Rygiel, Patryk, Saitta, Simone, Mariani, Luca, Maranga, Riccardo, Baggiano, Andrea, Pontone, Gianluca, Wolterink, Jelmer M., Redaelli, Alberto
Published in Computers in biology and medicine (01.09.2025)
Published in Computers in biology and medicine (01.09.2025)
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Journal Article
Boosting phase-contrast MRI performance in idiopathic normal pressure hydrocephalus diagnostics by means of machine learning approach
Vlasák, Aleš, Gerla, Václav, Skalický, Petr, Mládek, Arnošt, Sedlák, Vojtěch, Vrána, Jiří, Whitley, Helen, Lhotská, Lenka, Beneš, Vladimír, Beneš, Vladimír, Bradáč, Ondřej
Published in Neurosurgical focus (01.04.2022)
Published in Neurosurgical focus (01.04.2022)
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Journal Article
A Multi-mRNA Host-Response Molecular Blood Test for the Diagnosis and Prognosis of Acute Infections and Sepsis: Proceedings from a Clinical Advisory Panel
Ducharme, James, Self, Wesley H., Osborn, Tiffany M., Ledeboer, Nathan A., Romanowsky, Jonathan, Sweeney, Timothy E., Liesenfeld, Oliver, Rothman, Richard E.
Published in Journal of personalized medicine (07.12.2020)
Published in Journal of personalized medicine (07.12.2020)
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Journal Article
Rapid point-of-care pathogen sensing in the post-pandemic era
Joung, Younju, Kim, Kihyun, An, Ji Eun, Park, Sohyun, Yu, Qian, Lu, Mengdan, Chen, Jiadong, Joo, Sang-Woo, Choo, Jaebum
Published in Trends in biotechnology (Regular ed.) (01.05.2025)
Published in Trends in biotechnology (Regular ed.) (01.05.2025)
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Journal Article