Statistical Similarity Based Change Detection for Multitemporal Remote Sensing Images. - Mumu Aktar; Md. Al Mamun; Md. Ali Hossain (J. Electr. Comput. Eng., 2017)

A Radiomics-Based Machine Learning Approach to Assess Collateral Circulation in Ischemic Stroke on Non-contrast Computed Tomography. - Mumu Aktar; Yiming Xiao; Donatella Tampieri; Hassan Rivaz; Marta Kersten-Oertel (ML-CDS/CLIP@MICCAI, 2020)

Automatic collateral circulation scoring in ischemic stroke using 4D CT angiography with low-rank and sparse matrix decomposition. - Mumu Aktar; Donatella Tampieri; Hassan Rivaz; Marta Kersten-Oertel; Yiming Xiao (Int. J. Comput. Assist. Radiol. Surg., 2020)

VesselShot: Few-shot Learning for Cerebral Blood Vessel Segmentation. - Mumu Aktar; Hassan Rivaz; Marta Kersten-Oertel; Yiming Xiao (MLCN@MICCAI, 2023)

Deep learning for collateral evaluation in ischemic stroke with imbalanced data. - Mumu Aktar; Jonatan Reyes; Donatella Tampieri; Hassan Rivaz; Yiming Xiao; Marta Kersten-Oertel (Int. J. Comput. Assist. Radiol. Surg., 2023)

SCANED: Siamese collateral assessment network for evaluation of collaterals from ischemic damage. - Mumu Aktar; Yiming Xiao; Ali Kafaei Zad Tehrani; Donatella Tampieri; Hassan Rivaz; Marta Kersten-Oertel (Comput. Medical Imaging Graph., 2024)

CASCADE-FSL: Few-shot learning for collateral evaluation in ischemic stroke. - Mumu Aktar; Donatella Tampieri; Yiming Xiao; Hassan Rivaz; Marta Kersten-Oertel (Comput. Medical Imaging Graph., 2025)