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Multisite functional connectivity MRI classification of autism: ABIDE results
Nielsen, Jared A., Zielinski, Brandon A., Fletcher, P. Thomas, Alexander, Andrew L., Lange, Nicholas, Bigler, Erin D., Lainhart, Janet E., Anderson, Jeffrey S.
Published in Frontiers in human neuroscience (25.09.2013)
Published in Frontiers in human neuroscience (25.09.2013)
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Journal Article
An evolutionary explainable deep learning approach for Alzheimer's MRI classification
Shojaei, Shakila, Saniee Abadeh, Mohammad, Momeni, Zahra
Published in Expert systems with applications (15.06.2023)
Published in Expert systems with applications (15.06.2023)
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Journal Article
Brain signatures based on structural MRI: Classification for MCI, PMCI, and AD
Gonuguntla, Venkateswarlu, Yang, Ehwa, Guan, Yi, Koo, Bang‐Bon, Kim, Jae‐Hun
Published in Human brain mapping (15.06.2022)
Published in Human brain mapping (15.06.2022)
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Journal Article
Effect of data leakage in brain MRI classification using 2D convolutional neural networks
Yagis, Ekin, Atnafu, Selamawet Workalemahu, García Seco de Herrera, Alba, Marzi, Chiara, Scheda, Riccardo, Giannelli, Marco, Tessa, Carlo, Citi, Luca, Diciotti, Stefano
Published in Scientific reports (19.11.2021)
Published in Scientific reports (19.11.2021)
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Journal Article
Revisiting DCE-MRI: Classification of Prostate Tissue Using Descriptive Signal Enhancement Features Derived From DCE-MRI Acquisition With High Spatiotemporal Resolution
Breit, Hanns C, Block, Tobias K, Winkel, David J, Gehweiler, Julian E, Glessgen, Carl G, Seifert, Helge, Wetterauer, Christian, Boll, Daniel T, Heye, Tobias J
Published in Investigative radiology (01.09.2021)
Published in Investigative radiology (01.09.2021)
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Journal Article
AddNeuroMed and ADNI: Similar patterns of Alzheimer's atrophy and automated MRI classification accuracy in Europe and North America
Westman, Eric, Simmons, Andrew, Muehlboeck, J-Sebastian, Mecocci, Patrizia, Vellas, Bruno, Tsolaki, Magda, Kłoszewska, Iwona, Soininen, Hilkka, Weiner, Michael W., Lovestone, Simon, Spenger, Christian, Wahlund, Lars-Olof
Published in NeuroImage (Orlando, Fla.) (01.10.2011)
Published in NeuroImage (Orlando, Fla.) (01.10.2011)
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Journal Article
Sensitivity and Specificity of Medial Temporal Lobe Visual Ratings and Multivariate Regional MRI Classification in Alzheimer's Disease
Westman, Eric, Cavallin, Lena, Muehlboeck, J-Sebastian, Zhang, Yi, Mecocci, Patrizia, Vellas, Bruno, Tsolaki, Magda, Kłoszewska, Iwona, Soininen, Hilkka, Spenger, Christian, Lovestone, Simon, Simmons, Andrew, Wahlund, Lars-Olof
Published in PloS one (21.07.2011)
Published in PloS one (21.07.2011)
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Journal Article
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
Computational intelligence techniques for human brain MRI classification
El‐Dahshan, El‐Sayed A., Bassiouni, Mahmoud M.
Published in International journal of imaging systems and technology (01.06.2018)
Published in International journal of imaging systems and technology (01.06.2018)
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Journal Article
Modified GAN Augmentation Algorithms for the MRI-Classification of Myocardial Scar Tissue in Ischemic Cardiomyopathy
Sharma, Umesh C., Zhao, Kanhao, Mentkowski, Kyle, Sonkawade, Swati D., Karthikeyan, Badri, Lang, Jennifer K., Ying, Leslie
Published in Frontiers in cardiovascular medicine (13.09.2021)
Published in Frontiers in cardiovascular medicine (13.09.2021)
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Journal Article
Multimodal MRI classification in vascular mild cognitive impairment
Diciotti, Stefano, Ciulli, Stefano, Ginestroni, Andrea, Salvadori, Emilia, Poggesi, Anna, Pantoni, Leonardo, Inzitari, Domenico, Mascalchi, Mario, Toschi, Nicola
Published in 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.08.2015)
Published in 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.08.2015)
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Conference Proceeding
Journal Article
MRI Classification of subtalar and talonavicular joint osteoarthritis
Zaidi, Razi, Hargunani, Rikin, Calleja, Michele, Goldberg, Andrew
Published in Foot & ankle orthopaedics (01.07.2018)
Published in Foot & ankle orthopaedics (01.07.2018)
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Journal Article
DTI and Structural MRI Classification in Alzheimer’s Disease
Mesrob, Lilia, Sarazin, Marie, Hahn-Barma, Valerie, Souza, Leonardo Cruz de, Dubois, Bruno, Gallinari, Patrick, Kinkingnéhun, Serge
Published in Advances in molecular imaging (01.04.2012)
Published in Advances in molecular imaging (01.04.2012)
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Journal Article
Multi-instance discriminative contrastive learning for brain image representation
Zhang, Yupei, Liu, Shuhui, Qu, Xiran, Shang, Xuequn
Published in Neural computing & applications (01.04.2025)
Published in Neural computing & applications (01.04.2025)
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Journal Article
HeteroMRI: Robust white matter abnormality classification across multi-scanner MRI data
Abedi, Masoud, Shekarchizadeh, Navid, Bazin, Pierre-Louis, Scherf, Nico, Lier, Julia, Bergner, Christa-Caroline, Köhler, Wolfgang, Kirsten, Toralf
Published in Gigascience (06.01.2025)
Published in Gigascience (06.01.2025)
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Journal Article
Dementia MRI Classification Using Hybrid Dragonfly Based Support Vector Machine
Bharanidharan, N, Rajaguru, Harikumar
Published in IEEE Region 10 Humanitarian Technology Conference (Online) (01.11.2019)
Published in IEEE Region 10 Humanitarian Technology Conference (Online) (01.11.2019)
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Conference Proceeding