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Nabila Abraham
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2020 – today
- 2022
- [c5]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: 332-347 - [c4]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: 130-140 - [i5]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 abs/2205.02979 (2022) - [i4]Arijit Sehanobish, Kawshik Kannan, Nabila Abraham, Anasuya Das, Benjamin Odry:
Meta-learning Pathologies from Radiology Reports using Variance Aware Prototypical Networks. CoRR abs/2210.13979 (2022)
2010 – 2019
- 2019
- [j1]Naimul Mefraz Khan
, Nabila Abraham, Marcia Hon:
Transfer Learning With Intelligent Training Data Selection for Prediction of Alzheimer's Disease. IEEE Access 7: 72726-72735 (2019) - [c3]Nabila Abraham, Naimul Mefraz Khan:
Multimodal Segmentation with MGF-Net and the Focal Tversky Loss Function. BrainLes@MICCAI (2) 2019: 191-198 - [c2]Nabila Abraham, Naimul Mefraz Khan:
A Novel Focal Tversky Loss Function With Improved Attention U-Net for Lesion Segmentation. ISBI 2019: 683-687 - [c1]Naimul Mefraz Khan, Nabila Abraham, Marcia Hon, Ling Guan:
Machine Learning on Biomedical Images: Interactive Learning, Transfer Learning, Class Imbalance, and Beyond. MIPR 2019: 85-90 - [i3]Naimul Mefraz Khan, Nabila Abraham, Ling Guan:
Machine Learning on Biomedical Images: Interactive Learning, Transfer Learning, Class Imbalance, and Beyond. CoRR abs/1902.05908 (2019) - [i2]Naimul Mefraz Khan, Marcia Hon, Nabila Abraham:
Transfer Learning with intelligent training data selection for prediction of Alzheimer's Disease. CoRR abs/1906.01160 (2019) - 2018
- [i1]Nabila Abraham, Naimul Mefraz Khan:
A Novel Focal Tversky loss function with improved Attention U-Net for lesion segmentation. CoRR abs/1810.07842 (2018)
Coauthor Index
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