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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

by 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)

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High-order radiomics features based on T2 FLAIR MRI predict multiple glioma immunohistochemical features: A more precise and personalized gliomas management

by Li, Jing, Liu, Siyun, Qin, Ying, Zhang, Yan, Wang, Ning, Liu, Huaijun
Published in PloS one (22.01.2020)

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Endometrial cancer diagnostic and prognostic algorithms based on proteomics, metabolomics, and clinical data: a systematic review

by Romano, Andrea, Rižner, Tea Lanišnik, Werner, Henrica Maria Johanna, Semczuk, Andrzej, Lowy, Camille, Schröder, Christoph, Griesbeck, Anne, Adamski, Jerzy, Fishman, Dmytro, Tokarz, Janina
Published in Frontiers in oncology (06.04.2023)

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Continuous Inferior Vena Cava Diameter Tracking through an Iterative Kanade–Lucas–Tomasi-Based Algorithm

by Belmont, Barry, Kessler, Ross, Theyyunni, Nikhil, Fung, Christopher, Huang, Robert, Cover, Michael, Ward, Kevin R., Shih, Albert J, Tiba, Mohamad
Published in Ultrasound in medicine & biology (01.12.2018)

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An effective simulation- and measurement-based workflow for enhanced diagnostics in rhinology

by 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)

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Design of a model-based diagnostic algorithm for diesel particulate filter fault detection and isolation

by Polverino, Pierpaolo, Elefante, Serena, Arsie, Ivan, Pianese, Cesare
Published in AIP conference proceedings (17.12.2019)

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Journal Article Conference Proceeding

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CT FFR for Ischemia-Specific CAD With a New Computational Fluid Dynamics Algorithm: A Chinese Multicenter Study

by Tang, Chun Xiang, Liu, Chun Yu, Lu, Meng Jie, Schoepf, U Joseph, Tesche, Christian, Bayer, 2nd, Richard R, Hudson, Jr, H Todd, Zhang, Xiao Lei, Li, Jian Hua, Wang, Yi Ning, Zhou, Chang Sheng, Zhang, Jia Yin, Yu, Meng Meng, Hou, Yang, Zheng, Min Wen, Zhang, Bo, Zhang, Dai Min, Yi, Yan, Ren, Yuan, Li, Chen Wei, Zhao, Xi, Lu, Guang Ming, Hu, Xiu Hua, Xu, Lei, Zhang, Long Jiang
Published in JACC. Cardiovascular imaging (01.04.2020)

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Machine learning based on Optical Coherence Tomography images as a diagnostic tool for Alzheimer's disease

by 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)

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Selection of memory clinic patients for CSF biomarker assessment can be restricted to a quarter of cases by using computerized decision support, without compromising diagnostic accuracy

by Rhodius-Meester, Hanneke F. M., van Maurik, Ingrid S., Koikkalainen, Juha, Tolonen, Antti, Frederiksen, Kristian S., Hasselbalch, Steen G., Soininen, Hilkka, Herukka, Sanna-Kaisa, Remes, Anne M., Teunissen, Charlotte E., Barkhof, Frederik, Pijnenburg, Yolande A. L., Scheltens, Philip, Lötjönen, Jyrki, van der Flier, Wiesje M.
Published in PloS one (01.01.2020)

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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

by 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)

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A neutrosophic-entropy based clustering algorithm (NEBCA) with HSV color system: A special application in segmentation of Parkinson’s disease (PD) MR images

by Singh, Pritpal
Published in Computer methods and programs in biomedicine (01.06.2020)

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Fully Automated Segmentation of Fluid/Cyst Regions in Optical Coherence Tomography Images With Diabetic Macular Edema Using Neutrosophic Sets and Graph Algorithms

by Rashno, Abdolreza, Koozekanani, Dara D., Drayna, Paul M., Nazari, Behzad, Sadri, Saeed, Rabbani, Hossein, Parhi, Keshab K.
Published in IEEE transactions on biomedical engineering (01.05.2018)

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Journal Article

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Identifying tuberculous pleural effusion using artificial intelligence machine learning algorithms

by Ren, Zenghua, Hu, Yudan, Xu, Ling
Published in Respiratory research (16.10.2019)

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Comparison of invasively measured FFR with FFR derived from coronary CT angiography for detection of lesion-specific ischemia: Results from a PC-based prototype algorithm

by Röther, Jens, Moshage, Maximilian, Dey, Damini, Schwemmer, Chris, Tröbs, Monique, Blachutzik, Florian, Achenbach, Stephan, Schlundt, Christian, Marwan, Mohamed
Published in Journal of cardiovascular computed tomography (01.03.2018)

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Combining oral fluid aMMP-8, calprotectin, and CCAAs in dental panoramic radiography for periodontal disease and systemic disease risk assessment: a point-of-care diagnostic approach

by Räisänen, Ismo T, Penttala, Miika, Sahni, Vaibhav, Toby Thomas, Julie, Grigoriadis, Andreas, Sakellari, Dimitra, Gupta, Shipra, Pärnänen, Pirjo, Pätilä, Tommi, Sorsa, Timo
Published in Expert review of molecular diagnostics (08.10.2025)

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Semantic segmentation of cerebrospinal fluid and brain volume with a convolutional neural network in pediatric hydrocephalus—transfer learning from existing algorithms

by Grimm, Florian, Edl, Florian, Kerscher, Susanne R., Nieselt, Kay, Gugel, Isabel, Schuhmann, Martin U.
Published in Acta neurochirurgica (01.10.2020)

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Personalized intervention cardiology with transcatheter aortic valve replacement made possible with a non-invasive monitoring and diagnostic framework

by Khodaei, Seyedvahid, Henstock, Alison, Sadeghi, Reza, Sellers, Stephanie, Blanke, Philipp, Leipsic, Jonathon, Emadi, Ali, Keshavarz-Motamed, Zahra
Published in Scientific reports (25.05.2021)

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Leukocyte differentiation in bronchoalveolar lavage fluids using higher harmonic generation microscopy and deep learning

by van Huizen, Laura M. G., Blokker, Max, Rip, Yael, Veta, Mitko, Mooij Kalverda, Kirsten A., Bonta, Peter I., Duitman, Jan Willem, Groot, Marie Louise
Published in PloS one (27.06.2023)

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Identification of a Simple and Novel Cut-Point Based Cerebrospinal Fluid and MRI Signature for Predicting Alzheimer's Disease Progression that Reinforces the 2018 NIA-AA Research Framework

by Devanarayan, Priya, Devanarayan, Viswanath, Llano, Daniel A
Published in Journal of Alzheimer's disease (01.01.2019)

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Revealing sub‐voxel motions of brain tissue using phase‐based amplified MRI (aMRI)

by Terem, Itamar, Ni, Wendy W., Goubran, Maged, Rahimi, Mahdi Salmani, Zaharchuk, Greg, Yeom, Kristen W., Moseley, Michael E., Kurt, Mehmet, Holdsworth, Samantha J.
Published in Magnetic resonance in medicine (01.12.2018)

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