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XGBoost-SHAP-based interpretable diagnostic framework for alzheimer’s disease
Yi, Fuliang, Yang, Hui, Chen, Durong, Qin, Yao, Han, Hongjuan, Cui, Jing, Bai, Wenlin, Ma, Yifei, Zhang, Rong, Yu, Hongmei
Published in BMC medical informatics and decision making (25.07.2023)
Published in BMC medical informatics and decision making (25.07.2023)
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Journal Article
Improving diagnostic recognition of primary hyperparathyroidism with machine learning
Somnay, Yash R., Craven, Mark, McCoy, Kelly L., Carty, Sally E., Wang, Tracy S., Greenberg, Caprice C., Schneider, David F.
Published in Surgery (01.04.2017)
Published in Surgery (01.04.2017)
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Journal Article
Transformer Fault Diagnosis Based on Parallel AdaBoost-NB Algorithm on Spark Cloud Platform
Liu, Cheng, Ji, Lin
Published in International journal of grid and high performance computing (01.01.2025)
Published in International journal of grid and high performance computing (01.01.2025)
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Journal Article
Intelligent Diagnostic Prediction and Classification Models for Detection of Kidney Disease
Poonia, Ramesh Chandra, Gupta, Mukesh Kumar, Abunadi, Ibrahim, Albraikan, Amani Abdulrahman, Al-Wesabi, Fahd N., Hamza, Manar Ahmed, B, Tulasi
Published in Healthcare (Basel) (14.02.2022)
Published in Healthcare (Basel) (14.02.2022)
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Journal Article
Diagnostic accuracy of dual-phase 18 F-FDG PET/CT using time-of-flight reconstruction algorithm in conjunction with TrueX or Q.Clear in staging suspected pancreatic cancer
Stanzel, Susanne, Nazerani-Zemann, Tina, Weitzer, Friedrich, Weinke, Roland, Plhak, Elisabeth, Aigner, Reingard Maria
Published in Scientific reports (14.07.2025)
Published in Scientific reports (14.07.2025)
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Journal Article
Assessment of a Bayesian Vitrea CT Perfusion Analysis to Predict Final Infarct and Penumbra Volumes in Patients with Acute Ischemic Stroke: A Comparison with RAPID
Rava, R.A., Snyder, K.V., Mokin, M., Waqas, M., Allman, A.B., Senko, J.L., Podgorsak, A.R., Shiraz Bhurwani, M.M., Hoi, Y., Siddiqui, A.H., Davies, J.M., Levy, E.I., Ionita, C.N.
Published in American journal of neuroradiology : AJNR (01.02.2020)
Published in American journal of neuroradiology : AJNR (01.02.2020)
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Journal Article
Bayesian modeling of Dynamic Contrast Enhanced MRI data in cerebral glioma patients improves the diagnostic quality of hemodynamic parameter maps
Tietze, Anna, Nielsen, Anne, Klærke Mikkelsen, Irene, Bo Hansen, Mikkel, Obel, Annette, Østergaard, Leif, Mouridsen, Kim
Published in PloS one (26.09.2018)
Published in PloS one (26.09.2018)
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Journal Article
Bayesian estimation of multicomponent relaxation parameters in magnetic resonance fingerprinting
McGivney, Debra, Deshmane, Anagha, Jiang, Yun, Ma, Dan, Badve, Chaitra, Sloan, Andrew, Gulani, Vikas, Griswold, Mark
Published in Magnetic resonance in medicine (01.07.2018)
Published in Magnetic resonance in medicine (01.07.2018)
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Journal Article
A review on segmentation of positron emission tomography images
Foster, Brent, Bagci, Ulas, Mansoor, Awais, Xu, Ziyue, Mollura, Daniel J.
Published in Computers in biology and medicine (01.07.2014)
Published in Computers in biology and medicine (01.07.2014)
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Journal Article
A probabilistic atlas of the human thalamic nuclei combining ex vivo MRI and histology
Iglesias, Juan Eugenio, Insausti, Ricardo, Lerma-Usabiaga, Garikoitz, Bocchetta, Martina, Van Leemput, Koen, Greve, Douglas N., van der Kouwe, Andre, Fischl, Bruce, Caballero-Gaudes, César, Paz-Alonso, Pedro M.
Published in NeuroImage (Orlando, Fla.) (01.12.2018)
Published in NeuroImage (Orlando, Fla.) (01.12.2018)
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Journal Article
Bayesian longitudinal segmentation of hippocampal substructures in brain MRI using subject-specific atlases
Iglesias, Juan Eugenio, Van Leemput, Koen, Augustinack, Jean, Insausti, Ricardo, Fischl, Bruce, Reuter, Martin
Published in NeuroImage (Orlando, Fla.) (01.11.2016)
Published in NeuroImage (Orlando, Fla.) (01.11.2016)
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Journal Article
The first MICCAI challenge on PET tumor segmentation
Hatt, Mathieu, Laurent, Baptiste, Ouahabi, Anouar, Fayad, Hadi, Tan, Shan, Li, Laquan, Lu, Wei, Jaouen, Vincent, Tauber, Clovis, Czakon, Jakub, Drapejkowski, Filip, Dyrka, Witold, Camarasu-Pop, Sorina, Cervenansky, Frédéric, Girard, Pascal, Glatard, Tristan, Kain, Michael, Yao, Yao, Barillot, Christian, Kirov, Assen, Visvikis, Dimitris
Published in Medical image analysis (01.02.2018)
Published in Medical image analysis (01.02.2018)
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Journal Article
Electrophysiological Source Imaging: A Noninvasive Window to Brain Dynamics
Published in Annual review of biomedical engineering
(04.06.2018)
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Journal Article
Machine learning for detection of diffusion abnormalities-related respiratory changes among normal, overweight, and obese individuals based on BMI and pulmonary ventilation parameters: an observational study
Song, Xin-Yue, Xie, Xin-Peng, Xu, Wen-Jing, Cao, Yu-Jia, Liang, Bin-Miao
Published in BMC medical informatics and decision making (01.07.2025)
Published in BMC medical informatics and decision making (01.07.2025)
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Journal Article
Reliable estimation of microvascular flow patterns in patients with disrupted blood–brain barrier using dynamic susceptibility contrast MRI
Hansen, Mikkel Bo, Tietze, Anna, Kalpathy‐Cramer, Jayashree, Gerstner, Elizabeth R., Batchelor, Tracy T., Østergaard, Leif, Mouridsen, Kim
Published in Journal of magnetic resonance imaging (01.08.2017)
Published in Journal of magnetic resonance imaging (01.08.2017)
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Journal Article