Misgina Tsighe Hagos

28 papers B 3C 1Journal 18Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	Least-Ambiguous Multi-Label Classifier. ICTAI Misgina Tsighe Hagos, Claes Lundström
2025	J	`jnl`	Least-Ambiguous Multi-Label Classifier. CoRR Misgina Tsighe Hagos, Claes Lundström
2025	J	`jnl`	Performance of Conformal Prediction in Capturing Aleatoric Uncertainty. CoRR Misgina Tsighe Hagos, Claes Lundström
2025	J	`jnl`	Validation of Conformal Prediction in Cervical Atypia Classification. CoRR Misgina Tsighe Hagos, Antti Suutala, Dmitrii Bychkov, Hakan Kücükel, Joar von Bahr, Milda Poceviciute, Johan Lundin, Nina Linder, Claes Lundström
2024	J	`jnl`	Rethinking Knee Osteoarthritis Severity Grading: A Few Shot Self-Supervised Contrastive Learning Approach. CoRR Niamh Belton, Misgina Tsighe Hagos, Aonghus Lawlor, Kathleen M. Curran
2024	J	`jnl`	Towards a unified approach for unsupervised brain MRI Motion Artefact Detection with few shot Anomaly Detection. Comput. Medical Imaging Graph. Niamh Belton, Misgina Tsighe Hagos, Aonghus Lawlor, Kathleen M. Curran
2023	B	`conf`	Distance-Aware eXplanation Based Learning. ICTAI Misgina Tsighe Hagos, Niamh Belton, Kathleen M. Curran, Brian Mac Namee
2023	J	`jnl`	Distance-Aware eXplanation Based Learning. CoRR Misgina Tsighe Hagos, Niamh Belton, Kathleen M. Curran, Brian Mac Namee
2023	J	`jnl`	FewSOME: Few Shot Anomaly Detection. CoRR Niamh Belton, Misgina Tsighe Hagos, Aonghus Lawlor, Kathleen M. Curran
2023	—	`conf`	FewSOME: One-Class Few Shot Anomaly Detection with Siamese Networks. CVPR Workshops Niamh Belton, Misgina Tsighe Hagos, Aonghus Lawlor, Kathleen M. Curran
2023	—	`conf`	Interpretable Weighted Siamese Network to Predict the Time to Onset of Alzheimer's Disease from MRI Images. SGAI Conf. Misgina Tsighe Hagos, Niamh Belton, Ronan P. Killeen, Kathleen M. Curran, Brian Mac Namee
2023	J	`jnl`	Learning from Exemplary Explanations. CoRR Misgina Tsighe Hagos, Kathleen M. Curran, Brian Mac Namee
2023	B	`conf`	Unlearning Spurious Correlations in Chest X-Ray Classification. DS Misgina Tsighe Hagos, Kathleen M. Curran, Brian Mac Namee
2023	J	`jnl`	Unlearning Spurious Correlations in Chest X-ray Classification. CoRR Misgina Tsighe Hagos, Kathleen M. Curran, Brian Mac Namee
2023	J	`jnl`	Weighted Siamese Network to Predict the Time to Onset of Alzheimer's Disease from MRI Images. CoRR Misgina Tsighe Hagos, Niamh Belton, Ronan P. Killeen, Kathleen M. Curran, Brian Mac Namee
2022	J	`jnl`	Identifying Spurious Correlations and Correcting them with an Explanation-based Learning. CoRR Misgina Tsighe Hagos, Kathleen M. Curran, Brian Mac Namee
2022	C	`conf`	Impact of Feedback Type on Explanatory Interactive Learning. ISMIS Misgina Tsighe Hagos, Kathleen M. Curran, Brian Mac Namee
2022	J	`jnl`	Impact of Feedback Type on Explanatory Interactive Learning. CoRR Misgina Tsighe Hagos, Kathleen M. Curran, Brian Mac Namee
2022	—	`conf`	Interpretable Identification of Mild Cognitive Impairment Progression Using Stereotactic Surface Projections. PAIS@ECAI Misgina Tsighe Hagos, Ronan P. Killeen, Kathleen M. Curran, Brian Mac Namee
2022	J	`jnl`	Posture Prediction for Healthy Sitting using a Smart Chair. CoRR Tariku Adane Gelaw, Misgina Tsighe Hagos
2021	—	`conf`	Optimising Knee Injury Detection with Spatial Attention and Validating Localisation Ability. MIUA Niamh Belton, Ivan Welaratne, Adil Dahlan, Ronan T. Hearne, Misgina Tsighe Hagos, Aonghus Lawlor, Kathleen M. Curran
2021	J	`jnl`	Optimising Knee Injury Detection with Spatial Attention and Validating Localisation Ability. CoRR Niamh Belton, Ivan Welaratne, Adil Dahlan, Ronan T. Hearne, Misgina Tsighe Hagos, Aonghus Lawlor, Kathleen M. Curran
2021	—	`conf`	Posture Prediction for Healthy Sitting Using a Smart Chair. ICAST (1) Tariku Adane Gelaw, Misgina Tsighe Hagos
2020	J	`jnl`	Automated Smartphone based System for Diagnosis of Diabetic Retinopathy. CoRR Misgina Tsighe Hagos, Shri Kant, Surayya Ado Bala
2020	J	`jnl`	Diagnosis of Diabetic Retinopathy in Ethiopia: Before the Deep Learning based Automation. CoRR Misgina Tsighe Hagos
2020	J	`jnl`	Point-of-Care Diabetic Retinopathy Diagnosis: A Standalone Mobile Application Approach. CoRR Misgina Tsighe Hagos
2019	J	`jnl`	Transfer Learning based Detection of Diabetic Retinopathy from Small Dataset. CoRR Misgina Tsighe Hagos, Shri Kant
2017	—	`conf`	Intelligent License Plate Recognition. ICT4DA Yaecob Girmay Gezahegn, Misgina Tsighe Hagos, Dereje H. Mariam W. Gebreal, Zeferu Teklay Gebreslassie, Gereziher Niguse G. Tekele, Yakob Kiros T. Haimanot