Nabila Abraham

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 11

Top Topics

Boosting Framework

Transfer Learning

Labeled Training Data

Top Venues

BrainLes@MICCAI (2)

NAACL-HLT (Industry Papers)

Publications

Arijit Sehanobish, Kawshik Kannan, Nabila Abraham, Anasuya Das, Benjamin Odry
Meta-learning Pathologies from Radiology Reports using Variance Aware Prototypical Networks. CoRR (2022)
Arijit Sehanobish, McCullen Sandora, Nabila Abraham, Jayashri Pawar, Danielle Torres, Anasuya Das, Murray Becker, Richard Herzog, Benjamin Odry, Ron Vianu
Explaining the Effectiveness of Multi-Task Learning for Efficient Knowledge Extraction from Spine MRI Reports. CoRR (2022)
Arijit Sehanobish, McCullen Sandora, Nabila Abraham, Jayashri Pawar, Danielle Torres, Anasuya Das, Murray Becker, Richard Herzog, Benjamin Odry, Ron Vianu
Explaining the Effectiveness of Multi-Task Learning for Efficient Knowledge Extraction from Spine MRI Reports. NAACL-HLT (Industry Papers) (2022)
Arijit Sehanobish, Kawshik Kannan, Nabila Abraham, Anasuya Das, Benjamin Odry
Meta-learning Pathologies from Radiology Reports using Variance Aware Prototypical Networks. EMNLP (Industry Track) (2022)
Naimul Mefraz Khan, Nabila Abraham, Marcia Hon, Ling Guan
Machine Learning on Biomedical Images: Interactive Learning, Transfer Learning, Class Imbalance, and Beyond. MIPR (2019)
Naimul Mefraz Khan, Nabila Abraham, Ling Guan
Machine Learning on Biomedical Images: Interactive Learning, Transfer Learning, Class Imbalance, and Beyond. CoRR (2019)
Naimul Mefraz Khan, Nabila Abraham, Marcia Hon
Transfer Learning With Intelligent Training Data Selection for Prediction of Alzheimer's Disease. IEEE Access 7 (2019)
Nabila Abraham, Naimul Mefraz Khan
A Novel Focal Tversky Loss Function With Improved Attention U-Net for Lesion Segmentation. ISBI (2019)
Nabila Abraham, Naimul Mefraz Khan
Multimodal Segmentation with MGF-Net and the Focal Tversky Loss Function. BrainLes@MICCAI (2) (2019)
Naimul Mefraz Khan, Marcia Hon, Nabila Abraham
Transfer Learning with intelligent training data selection for prediction of Alzheimer's Disease. CoRR (2019)
Nabila Abraham, Naimul Mefraz Khan
A Novel Focal Tversky loss function with improved Attention U-Net for lesion segmentation. CoRR (2018)