Misgina Tsighe Hagos

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 24

Top Topics

Search Control Rules

Diabetic Retinopathy

Anomaly Detection

Top Venues

Publications

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 (2024)
Niamh Belton, Misgina Tsighe Hagos, Aonghus Lawlor, Kathleen M. Curran
Rethinking Knee Osteoarthritis Severity Grading: A Few Shot Self-Supervised Contrastive Learning Approach. CoRR (2024)
Misgina Tsighe Hagos, Kathleen M. Curran, Brian Mac Namee
Unlearning Spurious Correlations in Chest X-ray Classification. CoRR (2023)
Niamh Belton, Misgina Tsighe Hagos, Aonghus Lawlor, Kathleen M. Curran
FewSOME: One-Class Few Shot Anomaly Detection with Siamese Networks. CVPR Workshops (2023)
Misgina Tsighe Hagos, Niamh Belton, Kathleen M. Curran, Brian Mac Namee
Distance-Aware eXplanation Based Learning. CoRR (2023)
Misgina Tsighe Hagos, Niamh Belton, Kathleen M. Curran, Brian Mac Namee
Distance-Aware eXplanation Based Learning. ICTAI (2023)
Misgina Tsighe Hagos, Kathleen M. Curran, Brian Mac Namee
Unlearning Spurious Correlations in Chest X-Ray Classification. DS (2023)
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 (2023)
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)
Misgina Tsighe Hagos, Kathleen M. Curran, Brian Mac Namee
Learning from Exemplary Explanations. CoRR (2023)
Niamh Belton, Misgina Tsighe Hagos, Aonghus Lawlor, Kathleen M. Curran
FewSOME: Few Shot Anomaly Detection. CoRR (2023)
Misgina Tsighe Hagos, Kathleen M. Curran, Brian Mac Namee
Identifying Spurious Correlations and Correcting them with an Explanation-based Learning. CoRR (2022)
Misgina Tsighe Hagos, Kathleen M. Curran, Brian Mac Namee
Impact of Feedback Type on Explanatory Interactive Learning. CoRR (2022)
Misgina Tsighe Hagos, Kathleen M. Curran, Brian Mac Namee
Impact of Feedback Type on Explanatory Interactive Learning. ISMIS (2022)
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)
Tariku Adane Gelaw, Misgina Tsighe Hagos
Posture Prediction for Healthy Sitting using a Smart Chair. CoRR (2022)
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)
Tariku Adane Gelaw, Misgina Tsighe Hagos
Posture Prediction for Healthy Sitting Using a Smart Chair. ICAST (1) (2021)
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 (2021)
Misgina Tsighe Hagos
Point-of-Care Diabetic Retinopathy Diagnosis: A Standalone Mobile Application Approach. CoRR (2020)
Misgina Tsighe Hagos, Shri Kant, Surayya Ado Bala
Automated Smartphone based System for Diagnosis of Diabetic Retinopathy. CoRR (2020)
Misgina Tsighe Hagos
Diagnosis of Diabetic Retinopathy in Ethiopia: Before the Deep Learning based Automation. CoRR (2020)
Misgina Tsighe Hagos, Shri Kant
Transfer Learning based Detection of Diabetic Retinopathy from Small Dataset. CoRR (2019)
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)