Taha Emre

PhD student, Medizinische Universität Wien

Joined

September 2019

Names

Taha Emre (Preferred)

Emails

****@gmail.com (Confirmed)

****@mytum.de (Confirmed)

****@meduniwien.ac.at (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

PhD student

Medizinische Universität Wien (meduniwien.at)

2021 – Present

MS student

Technical University Munich (tum.de)

2016 – 2019

Undergrad student

Istanbul Technical University (itu.edu.tr)

2012 – 2016

Advisors, Relations & Conflicts

No relations added

Expertise

Contrastive Learning

Present

Medical Imaging

Present

Temporal Prediction

Present

Deep Learning

Present

Publications

GARD: Gamma-based Anatomical Restoration and Denoising for Retinal OCT
Botond Fazekas, Thomas Pinetz, Guilherme Aresta, Taha Emre, Hrvoje Bogunovic
- CoRR 2025
- Readers: Everyone
Multimodal foundation model and benchmark for comprehensive retinal OCT image analysis
José Morano, Botond Fazekas, Emese Sükei, Ronald Fecso, Taha Emre, Markus Gumpinger, Georg Faustmann, Marzieh Oghbaie, Ursula Schmidt-Erfurth, Hrvoje Bogunovic
- npj Digit. Medicine 2025
- Readers: Everyone
3DTINC: Time-Equivariant Non-Contrastive Learning for Predicting Disease Progression From Longitudinal OCTs
Taha Emre, Arunava Chakravarty, Antoine Rivail, Dmitry A. Lachinov, Oliver Leingang, Sophie Riedl, Julia Mai, Hendrik P. N. Scholl, Sobha Sivaprasad, Daniel Rueckert, Andrew J. Lotery, Ursula Schmidt-Erfurth, Hrvoje Bogunovic
- IEEE Trans. Medical Imaging 2024
- Readers: Everyone
Morph-SSL: Self-Supervision With Longitudinal Morphing for Forecasting AMD Progression From OCT Volumes
Arunava Chakravarty, Taha Emre, Oliver Leingang, Sophie Riedl, Julia Mai, Hendrik P. N. Scholl, Sobha Sivaprasad, Daniel Rueckert, Andrew Lotery, Ursula Schmidt-Erfurth, Hrvoje Bogunović
- Crossref
- Readers: Everyone
Transformer-Based End-to-End Classification of Variable-Length Volumetric Data
Marzieh Oghbaie, Teresa Araújo, Taha Emre, Ursula Schmidt-Erfurth, Hrvoje Bogunović
- Crossref
- Readers: Everyone
Predicting Age-related Macular Degeneration Progression from Retinal Optical Coherence Tomography with Intra-Subject Temporal Consistency
Arunava Chakravarty, Taha Emre, Dmitrii Lachinov, Antoine Rivail, Ursula Schmidt-Erfurth, Hrvoje Bogunović
- MIDL 2024 Oral
- Readers: Everyone
Predicting Age-related Macular Degeneration Progression from Retinal Optical Coherence Tomography with Intra-Subject Temporal Consistency
Arunava Chakravarty, Taha Emre, Dmitrii A. Lachinov, Antoine Rivail, Ursula Schmidt-Erfurth, Hrvoje Bogunovic
- MIDL 2024
- Readers: Everyone
Learning Temporally Equivariance for Degenerative Disease Progression in OCT by Predicting Future Representations
Taha Emre, Arunava Chakravarty, Dmitry A. Lachinov, Antoine Rivail, Ursula Schmidt-Erfurth, Hrvoje Bogunovic
- MICCAI (12) 2024
- Readers: Everyone
Forecasting Disease Progression with Parallel Hyperplanes in Longitudinal Retinal OCT
Arunava Chakravarty, Taha Emre, Dmitry A. Lachinov, Antoine Rivail, Hendrik P. N. Scholl, Lars Fritsche, Sobha Sivaprasad, Daniel Rueckert, Andrew J. Lotery, Ursula Schmidt-Erfurth, Hrvoje Bogunovic
- MICCAI (5) 2024
- Readers: Everyone
Temporally Equivariant Contrastive Learning for Disease Progression
Taha Emre, Arunava Chakravarty, Dmitrii Lachinov, Antoine Rivail, Ursula Schmidt-Erfurth, Hrvoje Bogunović
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone

View all 14 publications

Co-Authors

View all 27 co-authors