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Mostafa's P1 Publications
Deep Learning for Localization of White Matter Lesions in Neurological Diseases
Julia Machnio, Mads Nielsen, Mostafa M. Ghazi
Assessing the Efficacy of Classical and Deep Neuroimaging Biomarkers in Early Alzheimer’s Disease Diagnosis
Milla E. Nielsen, Mads Nielsen, Mostafa M. Ghazi
Non-Reference Quality Assessment for Medical Imaging: Application to Synthetic Brain MRIs
Karl Van E. Risager, Torkan Gholamalizadeh, Mostafa M. Ghazi
Heterogeneous Learning for Brain Lesion Segmentation, Detection, and Classification
Sebastian N. Llambias, Mads Nielsen, Mostafa M. Ghazi
COVID-19 Associated Cerebral Microbleeds in the General Population
Malini V. Sagar, Neus R. Ferrer, Mostafa M. Ghazi, Kiril V. Klein, Espen Jimenez-Solem, Mads Nielsen, Christina Kruuse
Comparative analysis of multimodal biomarkers for amyloid-beta positivity detection in Alzheimer’s disease cohorts
Mostafa M. Ghazi, Per Selnes, Santiago Timón-Reina, Sandra Tecelão, Silvia Ingala, Atle Bjørnerud, Bjørn-Eivind Kirsebom, Tormod Fladby, Mads Nielsen
Cognitive aging and reserve factors in the Metropolit 1953 Danish male cohort
Mostafa M. Ghazi, Olalla Urdanibia-Centelles, Aftab Bakhtiari, Birgitte Fagerlund, Mark B. Vestergaard, Henrik B. W. Larsson, Erik L. Mortensen, Merete Osler, Mads Nielsen, Krisztina Benedek, Martin Lauritzen
Robust Identification of White Matter Hyperintensities in Uncontrolled Settings Using Deep Learning
Alice Schiavone, Sebastian N. Llambias, Jacob Johansen, Silvia Ingala, Akshay Pai, Mads Nielsen, Mostafa M. Ghazi
Power and distribution of evoked gamma oscillations in brain aging and cognitive performance
Aftab Bakhtiari, Jacob Petersen, Olalla Urdanibia-Centelles, Mostafa M. Ghazi, Birgitte Fagerlund, Erik L. Mortensen, Merete Osler, Martin Lauritzen, Krisztina Benedek
Partial feedback online transfer learning with multi-source domains
Zhongfeng Kang, Mads Nielsen, Bo Yang, Mostafa M. Ghazi
Deep Learning-Based Assessment of Cerebral Microbleeds in COVID-19
Neus R. Ferrer, Malini V. Sagar, Kiril V. Klein, Christina Kruuse, Mads Nielsen, Mostafa M. Ghazi
Active Transfer Learning for 3D Hippocampus Segmentation
Ji Wu, Zhongfeng Kang, Sebastian N. Llambias, Mostafa M. Ghazi, Mads Nielsen
CARRNN: A Continuous Autoregressive Recurrent Neural Network for Deep Representation Learning From Sporadic Temporal Data
Mostafa M. Ghazi, Lauge Sørensen, Sébastien Ourselin, Mads Nielsen