Nabila Abraham

11 papers Journal 6Unranked 5
YearRankTypeTitle / Venue / Authors
2022 — conf
Explaining the Effectiveness of Multi-Task Learning for Efficient Knowledge Extraction from Spine MRI Reports.
NAACL-HLT (Industry Papers)
Arijit Sehanobish, McCullen Sandora, Nabila Abraham, Jayashri Pawar, Danielle Torres, Anasuya Das, Murray Becker, Richard Herzog, Benjamin Odry, Ron Vianu
2022 J jnl
Explaining the Effectiveness of Multi-Task Learning for Efficient Knowledge Extraction from Spine MRI Reports.
CoRR
Arijit Sehanobish, McCullen Sandora, Nabila Abraham, Jayashri Pawar, Danielle Torres, Anasuya Das, Murray Becker, Richard Herzog, Benjamin Odry, Ron Vianu
2022 — conf
Meta-learning Pathologies from Radiology Reports using Variance Aware Prototypical Networks.
EMNLP (Industry Track)
Arijit Sehanobish, Kawshik Kannan, Nabila Abraham, Anasuya Das, Benjamin Odry
2022 J jnl
Meta-learning Pathologies from Radiology Reports using Variance Aware Prototypical Networks.
CoRR
Arijit Sehanobish, Kawshik Kannan, Nabila Abraham, Anasuya Das, Benjamin Odry
2019 — conf
A Novel Focal Tversky Loss Function With Improved Attention U-Net for Lesion Segmentation.
ISBI
Nabila Abraham, Naimul Mefraz Khan
2019 — conf
Machine Learning on Biomedical Images: Interactive Learning, Transfer Learning, Class Imbalance, and Beyond.
MIPR
Naimul Mefraz Khan, Nabila Abraham, Marcia Hon, Ling Guan
2019 J jnl
Machine Learning on Biomedical Images: Interactive Learning, Transfer Learning, Class Imbalance, and Beyond.
CoRR
Naimul Mefraz Khan, Nabila Abraham, Ling Guan
2019 — conf
Multimodal Segmentation with MGF-Net and the Focal Tversky Loss Function.
BrainLes@MICCAI (2)
Nabila Abraham, Naimul Mefraz Khan
2019 J jnl
Transfer Learning With Intelligent Training Data Selection for Prediction of Alzheimer's Disease.
IEEE Access
Naimul Mefraz Khan, Nabila Abraham, Marcia Hon
2019 J jnl
Transfer Learning with intelligent training data selection for prediction of Alzheimer's Disease.
CoRR
Naimul Mefraz Khan, Marcia Hon, Nabila Abraham
2018 J jnl
A Novel Focal Tversky loss function with improved Attention U-Net for lesion segmentation.
CoRR
Nabila Abraham, Naimul Mefraz Khan