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ORCIDMisgina Tsighe Hagos
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2020 – today
- 2024
[j1]Niamh Belton
, Misgina Tsighe Hagos, Aonghus Lawlor, Kathleen M. Curran:
Towards a unified approach for unsupervised brain MRI Motion Artefact Detection with few shot Anomaly Detection. Comput. Medical Imaging Graph. 115: 102391 (2024)- [i14]Niamh Belton, Misgina Tsighe Hagos, Aonghus Lawlor, Kathleen M. Curran:
Rethinking Knee Osteoarthritis Severity Grading: A Few Shot Self-Supervised Contrastive Learning Approach. CoRR abs/2407.09515 (2024) - 2023
- [c9]Niamh Belton, Misgina Tsighe Hagos, Aonghus Lawlor, Kathleen M. Curran:
FewSOME: One-Class Few Shot Anomaly Detection with Siamese Networks. CVPR Workshops 2023: 2978-2987 - [c8]Misgina Tsighe Hagos, Kathleen M. Curran, Brian Mac Namee:
Unlearning Spurious Correlations in Chest X-Ray Classification. DS 2023: 387-397 - [c7]Misgina Tsighe Hagos, Niamh Belton, Kathleen M. Curran, Brian Mac Namee:
Distance-Aware eXplanation Based Learning. ICTAI 2023: 279-286 - [c6]Misgina Tsighe Hagos, Niamh Belton, Ronan P. Killeen, Kathleen M. Curran, Brian Mac Namee:
Interpretable Weighted Siamese Network to Predict the Time to Onset of Alzheimer's Disease from MRI Images. SGAI Conf. 2023: 391-403 - [i13]Niamh Belton, Misgina Tsighe Hagos, Aonghus Lawlor, Kathleen M. Curran:
FewSOME: Few Shot Anomaly Detection. CoRR abs/2301.06957 (2023) - [i12]Misgina Tsighe Hagos, Niamh Belton, Ronan P. Killeen, Kathleen M. Curran, Brian Mac Namee:
Weighted Siamese Network to Predict the Time to Onset of Alzheimer's Disease from MRI Images. CoRR abs/2304.07097 (2023) - [i11]Misgina Tsighe Hagos, Kathleen M. Curran, Brian Mac Namee:
Learning from Exemplary Explanations. CoRR abs/2307.06026 (2023) - [i10]Misgina Tsighe Hagos, Kathleen M. Curran, Brian Mac Namee:
Unlearning Spurious Correlations in Chest X-ray Classification. CoRR abs/2308.01119 (2023) - [i9]Misgina Tsighe Hagos, Niamh Belton, Kathleen M. Curran, Brian Mac Namee:
Distance-Aware eXplanation Based Learning. CoRR abs/2309.05548 (2023) - 2022
- [c5]Misgina Tsighe Hagos, Ronan P. Killeen, Kathleen M. Curran, Brian Mac Namee:
Interpretable Identification of Mild Cognitive Impairment Progression Using Stereotactic Surface Projections. PAIS@ECAI 2022: 153-156 - [c4]Misgina Tsighe Hagos, Kathleen M. Curran, Brian Mac Namee:
Impact of Feedback Type on Explanatory Interactive Learning. ISMIS 2022: 127-137 - [i8]Tariku Adane Gelaw, Misgina Tsighe Hagos:
Posture Prediction for Healthy Sitting using a Smart Chair. CoRR abs/2201.02615 (2022) - [i7]Misgina Tsighe Hagos, Kathleen M. Curran, Brian Mac Namee:
Impact of Feedback Type on Explanatory Interactive Learning. CoRR abs/2209.12476 (2022) - [i6]Misgina Tsighe Hagos, Kathleen M. Curran, Brian Mac Namee:
Identifying Spurious Correlations and Correcting them with an Explanation-based Learning. CoRR abs/2211.08285 (2022) - 2021
- [c3]Tariku Adane Gelaw, Misgina Tsighe Hagos:
Posture Prediction for Healthy Sitting Using a Smart Chair. ICAST (1) 2021: 401-411 - [c2]Niamh Belton, Ivan Welaratne, Adil Dahlan, Ronan T. Hearne, Misgina Tsighe Hagos, Aonghus Lawlor, Kathleen M. Curran:
Optimising Knee Injury Detection with Spatial Attention and Validating Localisation Ability. MIUA 2021: 71-86 - [i5]Niamh Belton, Ivan Welaratne, Adil Dahlan, Ronan T. Hearne, Misgina Tsighe Hagos, Aonghus Lawlor, Kathleen M. Curran:
Optimising Knee Injury Detection with Spatial Attention and Validating Localisation Ability. CoRR abs/2108.08136 (2021) - 2020
- [i4]Misgina Tsighe Hagos:
Point-of-Care Diabetic Retinopathy Diagnosis: A Standalone Mobile Application Approach. CoRR abs/2002.04066 (2020) - [i3]Misgina Tsighe Hagos:
Diagnosis of Diabetic Retinopathy in Ethiopia: Before the Deep Learning based Automation. CoRR abs/2003.09208 (2020) - [i2]Misgina Tsighe Hagos, Shri Kant, Surayya Ado Bala:
Automated Smartphone based System for Diagnosis of Diabetic Retinopathy. CoRR abs/2004.03408 (2020)
2010 – 2019
- 2019
- [i1]Misgina Tsighe Hagos, Shri Kant:
Transfer Learning based Detection of Diabetic Retinopathy from Small Dataset. CoRR abs/1905.07203 (2019) - 2017
- [c1]Yaecob Girmay Gezahegn, Misgina Tsighe Hagos, Dereje H. Mariam W. Gebreal, Zeferu Teklay Gebreslassie, Gereziher Niguse G. Tekele, Yakob Kiros T. Haimanot:
Intelligent License Plate Recognition. ICT4DA 2017: 259-268
Coauthor Index
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