Berke Doga Basaran

14 papers Journal 7Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Foundation Model for Lesion Segmentation on Brain MRI With Mixture of Modality Experts.
IEEE Trans. Medical Imaging
Xinru Zhang, Ni Ou, Berke Doga Basaran, Marco Visentin, Mengyun Qiao, Renyang Gu, Paul M. Matthews, Yaou Liu, Chuyang Ye, Wenjia Bai
2024 — conf
A Foundation Model for Brain Lesion Segmentation with Mixture of Modality Experts.
MICCAI (12)
Xinru Zhang, Ni Ou, Berke Doga Basaran, Marco Visentin, Mengyun Qiao, Renyang Gu, Cheng Ouyang, Yaou Liu, Paul M. Matthews, Chuyang Ye, Wenjia Bai
2024 J jnl
A Foundation Model for Brain Lesion Segmentation with Mixture of Modality Experts.
CoRR
Xinru Zhang, Ni Ou, Berke Doga Basaran, Marco Visentin, Mengyun Qiao, Renyang Gu, Cheng Ouyang, Yaou Liu, Paul M. Matthews, Chuyang Ye, Wenjia Bai
2024 J jnl
SegHeD+: Segmentation of Heterogeneous Data for Multiple Sclerosis Lesions with Anatomical Constraints and Lesion-aware Augmentation.
CoRR
Berke Doga Basaran, Paul M. Matthews, Wenjia Bai
2024 — conf
SegHeD: Segmentation of Heterogeneous Data for Multiple Sclerosis Lesions with Anatomical Constraints.
LDTM/MMMI/ML4MHD/ML-CDS@MICCAI
Berke Doga Basaran, Xinru Zhang, Paul M. Matthews, Wenjia Bai
2024 J jnl
SegHeD: Segmentation of Heterogeneous Data for Multiple Sclerosis Lesions with Anatomical Constraints.
CoRR
Berke Doga Basaran, Xinru Zhang, Paul M. Matthews, Wenjia Bai
2023 — conf
LesionMix: A Lesion-Level Data Augmentation Method for Medical Image Segmentation.
DALI@MICCAI
Berke Doga Basaran, Weitong Zhang, Mengyun Qiao, Bernhard Kainz, Paul M. Matthews, Wenjia Bai
2023 J jnl
LesionMix: A Lesion-Level Data Augmentation Method for Medical Image Segmentation.
CoRR
Berke Doga Basaran, Weitong Zhang, Mengyun Qiao, Bernhard Kainz, Paul M. Matthews, Wenjia Bai
2023 — conf
MoCoSR: Respiratory Motion Correction and Super-Resolution for 3D Abdominal MRI.
MICCAI (10)
Weitong Zhang, Berke Doga Basaran, Qingjie Meng, Matthew Baugh, Jonathan K. Stelter, Phillip Lung, Uday Patel, Wenjia Bai, Dimitrios C. Karampinos, Bernhard Kainz
2022 — conf
Generative Modelling of the Ageing Heart with Cross-Sectional Imaging and Clinical Data.
STACOM@MICCAI
Mengyun Qiao, Berke Doga Basaran, Huaqi Qiu, Shuo Wang, Yi Guo, Yuanyuan Wang, Paul M. Matthews, Daniel Rueckert, Wenjia Bai
2022 J jnl
Generative Modelling of the Ageing Heart with Cross-Sectional Imaging and Clinical Data.
CoRR
Mengyun Qiao, Berke Doga Basaran, Huaqi Qiu, Shuo Wang, Yi Guo, Yuanyuan Wang, Paul M. Matthews, Daniel Rueckert, Wenjia Bai
2022 — conf
Subject-Specific Lesion Generation and Pseudo-Healthy Synthesis for Multiple Sclerosis Brain Images.
SASHIMI@MICCAI
Berke Doga Basaran, Mengyun Qiao, Paul M. Matthews, Wenjia Bai
2022 J jnl
Subject-Specific Lesion Generation and Pseudo-Healthy Synthesis for Multiple Sclerosis Brain Images.
CoRR
Berke Doga Basaran, Mengyun Qiao, Paul M. Matthews, Wenjia Bai
2020 — conf
DeepSplit: Segmentation of Microscopy Images Using Multi-task Convolutional Networks.
MIUA
Andrew Torr, Berke Doga Basaran, Julia Sero, Jens Rittscher, Heba Sailem