Misgina Tsighe Hagos

Orcid: 0000-0002-9318-9417

According to our database1, Misgina Tsighe Hagos authored at least 22 papers between 2017 and 2026.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

On csauthors.net:

Bibliography

2026
Performance of Conformal Prediction in Capturing Aleatoric Uncertainty.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

2025
Validation of Conformal Prediction in Cervical Atypia Classification.
CoRR, May, 2025

Least-Ambiguous Multi-Label Classifier.
Proceedings of the 37th IEEE International Conference on Tools with Artificial Intelligence, 2025

2024
Rethinking Knee Osteoarthritis Severity Grading: A Few Shot Self-Supervised Contrastive Learning Approach.
CoRR, 2024

Towards a unified approach for unsupervised brain MRI Motion Artefact Detection with few shot Anomaly Detection.
Comput. Medical Imaging Graph., 2024

2023
Learning from Exemplary Explanations.
CoRR, 2023

Weighted Siamese Network to Predict the Time to Onset of Alzheimer's Disease from MRI Images.
CoRR, 2023

FewSOME: Few Shot Anomaly Detection.
CoRR, 2023

Interpretable Weighted Siamese Network to Predict the Time to Onset of Alzheimer's Disease from MRI Images.
Proceedings of the Artificial Intelligence XL, 2023

Distance-Aware eXplanation Based Learning.
Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, 2023

Unlearning Spurious Correlations in Chest X-Ray Classification.
Proceedings of the Discovery Science - 26th International Conference, 2023

FewSOME: One-Class Few Shot Anomaly Detection with Siamese Networks.
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.
CoRR, 2022

Impact of Feedback Type on Explanatory Interactive Learning.
Proceedings of the Foundations of Intelligent Systems - 26th International Symposium, 2022

Interpretable Identification of Mild Cognitive Impairment Progression Using Stereotactic Surface Projections.
Proceedings of the PAIS 2022, 2022

2021
Optimising Knee Injury Detection with Spatial Attention and Validating Localisation Ability.
Proceedings of the Medical Image Understanding and Analysis - 25th Annual Conference, 2021

Posture Prediction for Healthy Sitting Using a Smart Chair.
Proceedings of the Advances of Science and Technology - 9th EAI International Conference, 2021

2020
Automated Smartphone based System for Diagnosis of Diabetic Retinopathy.
CoRR, 2020

Diagnosis of Diabetic Retinopathy in Ethiopia: Before the Deep Learning based Automation.
CoRR, 2020

Point-of-Care Diabetic Retinopathy Diagnosis: A Standalone Mobile Application Approach.
CoRR, 2020

2019
Transfer Learning based Detection of Diabetic Retinopathy from Small Dataset.
CoRR, 2019

2017
Intelligent License Plate Recognition.
Proceedings of the Information and Communication Technology for Development for Africa, 2017


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