Mumu Aktar

12 papers Journal 7Unranked 5
YearRankTypeTitle / Venue / Authors
2025 — conf
A Multitask Learning Approach for Segmenting Brain Tumor Sub-regions: Towards Better Generalization.
BraTS-Lighthouse/AIMS-TBI@MICCAI (1)
Mumu Aktar, Tasneem Nasser, Roberto Souza
2025 J jnl
CASCADE-FSL: Few-shot learning for collateral evaluation in ischemic stroke.
Comput. Medical Imaging Graph.
Mumu Aktar, Donatella Tampieri, Yiming Xiao, Hassan Rivaz, Marta Kersten-Oertel
2025 — conf
Evaluating Deep Learning Based Domain Generalization for Motion Mitigation in Multi-center Brain MRI.
GRAIL/RIME@MICCAI
Saad Ashraf, Md Afif Al Mamun, Mumu Aktar, Roberto Souza, Mariana P. Bento
2025 J jnl
Improving skull-stripping for infant MRI via weakly supervised domain adaptation using adversarial learning.
Comput. Biol. Medicine
Abbas Omidi, Amirmohammad Shamaei, Mumu Aktar, Regan King, Lara Leijser, Roberto Souza
2025 — conf
SCOPE: Label Extraction of Stroke Diagnosis from Unstructured Medical Reports Using Retrieval-Augmented Generation.
ELAMI@MICCAI
Mumu Aktar, Gunjan Jindal, Salome Lou Bosshart, Alexander Stebner, Pedro Paiva, Mariana P. Bento, Johanna Ospel, Roberto Souza
2024 J jnl
SCANED: Siamese collateral assessment network for evaluation of collaterals from ischemic damage.
Comput. Medical Imaging Graph.
Mumu Aktar, Yiming Xiao, Ali Kafaei Zad Tehrani, Donatella Tampieri, Hassan Rivaz, Marta Kersten-Oertel
2023 J jnl
Deep learning for collateral evaluation in ischemic stroke with imbalanced data.
Int. J. Comput. Assist. Radiol. Surg.
Mumu Aktar, Jonatan Reyes, Donatella Tampieri, Hassan Rivaz, Yiming Xiao, Marta Kersten-Oertel
2023 — conf
VesselShot: Few-shot Learning for Cerebral Blood Vessel Segmentation.
MLCN@MICCAI
Mumu Aktar, Hassan Rivaz, Marta Kersten-Oertel, Yiming Xiao
2023 J jnl
VesselShot: Few-shot learning for cerebral blood vessel segmentation.
CoRR
Mumu Aktar, Hassan Rivaz, Marta Kersten-Oertel, Yiming Xiao
2020 — conf
A Radiomics-Based Machine Learning Approach to Assess Collateral Circulation in Ischemic Stroke on Non-contrast Computed Tomography.
ML-CDS/CLIP@MICCAI
Mumu Aktar, Yiming Xiao, Donatella Tampieri, Hassan Rivaz, Marta Kersten-Oertel
2020 J jnl
Automatic collateral circulation scoring in ischemic stroke using 4D CT angiography with low-rank and sparse matrix decomposition.
Int. J. Comput. Assist. Radiol. Surg.
Mumu Aktar, Donatella Tampieri, Hassan Rivaz, Marta Kersten-Oertel, Yiming Xiao
2017 J jnl
Statistical Similarity Based Change Detection for Multitemporal Remote Sensing Images.
J. Electr. Comput. Eng.
Mumu Aktar, Md. Al Mamun, Md. Ali Hossain