Misgina Tsighe Hagos

According to our database, Misgina Tsighe Hagos authored at least 19 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Rethinking Knee Osteoarthritis Severity Grading: A Few Shot Self-Supervised Contrastive Learning Approach.

Niamh Belton, Misgina Tsighe Hagos, Aonghus Lawlor, Kathleen M. Curran

CoRR, 2024

Towards a unified approach for unsupervised brain MRI Motion Artefact Detection with few shot Anomaly Detection.

Niamh Belton, Misgina Tsighe Hagos, Aonghus Lawlor, Kathleen M. Curran

Comput. Medical Imaging Graph., 2024

2023

Learning from Exemplary Explanations.

Misgina Tsighe Hagos, Kathleen M. Curran, Brian Mac Namee

CoRR, 2023

Weighted Siamese Network to Predict the Time to Onset of Alzheimer's Disease from MRI Images.

Misgina Tsighe Hagos, Niamh Belton, Ronan P. Killeen, Kathleen M. Curran, Brian Mac Namee

CoRR, 2023

FewSOME: Few Shot Anomaly Detection.

Niamh Belton, Misgina Tsighe Hagos, Aonghus Lawlor, Kathleen M. Curran

CoRR, 2023

Interpretable Weighted Siamese Network to Predict the Time to Onset of Alzheimer's Disease from MRI Images.

Misgina Tsighe Hagos, Niamh Belton, Ronan P. Killeen, Kathleen M. Curran, Brian Mac Namee

Proceedings of the Artificial Intelligence XL, 2023

Distance-Aware eXplanation Based Learning.

Misgina Tsighe Hagos, Niamh Belton, Kathleen M. Curran, Brian Mac Namee

Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, 2023

Unlearning Spurious Correlations in Chest X-Ray Classification.

Misgina Tsighe Hagos, Kathleen M. Curran, Brian Mac Namee

Proceedings of the Discovery Science - 26th International Conference, 2023

FewSOME: One-Class Few Shot Anomaly Detection with Siamese Networks.

Niamh Belton, Misgina Tsighe Hagos, Aonghus Lawlor, Kathleen M. Curran

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Identifying Spurious Correlations and Correcting them with an Explanation-based Learning.

Misgina Tsighe Hagos, Kathleen M. Curran, Brian Mac Namee

CoRR, 2022

Impact of Feedback Type on Explanatory Interactive Learning.

Misgina Tsighe Hagos, Kathleen M. Curran, Brian Mac Namee

Proceedings of the Foundations of Intelligent Systems - 26th International Symposium, 2022

Interpretable Identification of Mild Cognitive Impairment Progression Using Stereotactic Surface Projections.

Misgina Tsighe Hagos, Ronan P. Killeen, Kathleen M. Curran, Brian Mac Namee

Proceedings of the PAIS 2022, 2022

2021

Optimising Knee Injury Detection with Spatial Attention and Validating Localisation Ability.

Niamh Belton, Ivan Welaratne, Adil Dahlan, Ronan T. Hearne, Misgina Tsighe Hagos, Aonghus Lawlor, Kathleen M. Curran

Proceedings of the Medical Image Understanding and Analysis - 25th Annual Conference, 2021

Posture Prediction for Healthy Sitting Using a Smart Chair.

Tariku Adane Gelaw, Misgina Tsighe Hagos

Proceedings of the Advances of Science and Technology - 9th EAI International Conference, 2021

2020

Automated Smartphone based System for Diagnosis of Diabetic Retinopathy.

Misgina Tsighe Hagos, Shri Kant, Surayya Ado Bala

CoRR, 2020

Diagnosis of Diabetic Retinopathy in Ethiopia: Before the Deep Learning based Automation.

Misgina Tsighe Hagos

CoRR, 2020

Point-of-Care Diabetic Retinopathy Diagnosis: A Standalone Mobile Application Approach.

Misgina Tsighe Hagos

CoRR, 2020

2019

Transfer Learning based Detection of Diabetic Retinopathy from Small Dataset.

Misgina Tsighe Hagos, Shri Kant

CoRR, 2019

2017

Intelligent License Plate Recognition.

Yaecob Girmay Gezahegn, Misgina Tsighe Hagos, Dereje H. Mariam W. Gebreal, Zeferu Teklay Gebreslassie, Gereziher Niguse G. Tekele, Yakob Kiros T. Haimanot

Proceedings of the Information and Communication Technology for Development for Africa, 2017