Mumu Aktar

According to our database, Mumu Aktar authored at least 10 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

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

Improving skull-stripping for infant MRI via weakly supervised domain adaptation using adversarial learning.

Abbas Omidi, Amirmohammad Shamaei, Mumu Aktar, Regan King, Lara Leijser, Roberto Souza

Comput. Biol. Medicine, 2025

Evaluating Deep Learning Based Domain Generalization for Motion Mitigation in Multi-center Brain MRI.

Saad Ashraf, Md Afif Al Mamun, Mumu Aktar, Roberto Souza, Mariana P. Bento

Proceedings of the Reconstruction and Imaging Motion Estimation, and Graphs in Biomedical Image Analysis, 2025

SCOPE: Label Extraction of Stroke Diagnosis from Unstructured Medical Reports Using Retrieval-Augmented Generation.

Mumu Aktar, Gunjan Jindal, Salome Lou Bosshart, Alexander Stebner, Pedro Paiva, Mariana P. Bento, Johanna Ospel, Roberto Souza

Proceedings of the Emerging LLM/LMM Applications in Medical Imaging, 2025

2024

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

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., April, 2023

VesselShot: Few-shot Learning for Cerebral Blood Vessel Segmentation.

Mumu Aktar, Hassan Rivaz, Marta Kersten-Oertel, Yiming Xiao

Proceedings of the Machine Learning in Clinical Neuroimaging - 6th International Workshop, 2023

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

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

Proceedings of the Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures, 2020

2017

Statistical Similarity Based Change Detection for Multitemporal Remote Sensing Images.

Mumu Aktar, Md. Al Mamun, Md. Ali Hossain

J. Electr. Comput. Eng., 2017