Publikationen von Marzieh Oghbaie
2024
- Oghbaie M., Araújo T., Schmidt-Erfurth U., Bogunović H.
VLFATRollout: Fully Transformer-Based Classifier for Retinal OCT Volumes.
Computerized Medical Imaging and Graphics 118:102452, (2024) [bib]
@ARTICLE{oghbaie2024vftc102452, author = {Oghbaie, M.~ and Araújo, T.~ and Schmidt-Erfurth, U.~ and Bogunović, H.~}, title = {VLFATRollout: Fully Transformer-Based Classifier for Retinal OCT Volumes.}, journal = {Computerized Medical Imaging and Graphics}, year = {2024}, volume = {118}, pages = {102452}, issn = {1879-0771 0895-6111}, doi = {10.1016/j.compmedimag.2024.102452}, keywords = {Optical coherence tomography;3D volume classification;Explainability;Transformers} }
2023
- Emre T., Oghbaie M., Chakravarty A., Rivail A., Riedl S., Mai J., P.N. Scholl H., Sivaprasad S., Rueckert D., Lotery A., Schmidt-Erfurth U., Bogunović H.
Pretrained Deep 2.5D Models for Efficient Predictive Modeling from Retinal OCT: A PINNACLE Study Report.
In Antony B., Chen H., Fang H., Fu H., Li C.S., Zheng Y. (Eds.) Ophthalmic Medical Image Analysis: 10th International Workshop, OMIA 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, 12 October 2023, Proceedings, Lecture Notes in Computer Science 14096, Springer, Cham, 132–141, (2023) [bib]
@INCOLLECTION{emre2023pd2m132141, author = {Emre, T.~ and Oghbaie, M.~ and Chakravarty, A.~ and Rivail, A.~ and Riedl, S.~ and Mai, J.~ and P.N. Scholl, H.~ and Sivaprasad, S.~ and Rueckert, D.~ and Lotery, A.~ and Schmidt-Erfurth, U.~ and Bogunović, H.~}, title = {Pretrained Deep 2.5D Models for Efficient Predictive Modeling from Retinal OCT: A PINNACLE Study Report.}, booktitle = {Ophthalmic Medical Image Analysis: 10th International Workshop, OMIA 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, 12 October 2023, Proceedings}, publisher = {Springer}, year = {2023}, editor = {Antony,B.;Chen,H.;Fang,H.;Fu,H.;Li,C.S.;Zheng,Y.}, number = {14096}, series = {Lecture Notes in Computer Science}, pages = {132--141}, address = {Cham}, url = {https://www.doi.org/10.1007/978-3-031-44013-7_14} } - Oghbaie M., Araújo T., Emre T., Schmidt-Erfurth U., Bogunović H.
Transformer-Based End-to-End Classification of Variable-Length Volumetric Data.
In Greenspan H., Madabhushi A., Mousavi P., Salcudean S., Duncan J., Syeda-Mahmood T., Taylor R. (Eds.) Medical Image Computing and Computer-Assisted Intervention – MICCAI 2023, 26th International Conference, Vancouver, BC, Canada, October 8–12, 2023, Proceedings, Part VI, Lecture Notes in Computer Science 14225, Springer, Cham, 358–367, (2023) [bib]
@INCOLLECTION{oghbaie2023teco358367, author = {Oghbaie, M.~ and Araújo, T.~ and Emre, T.~ and Schmidt-Erfurth, U.~ and Bogunović, H.~}, title = {Transformer-Based End-to-End Classification of Variable-Length Volumetric Data.}, booktitle = {Medical Image Computing and Computer-Assisted Intervention – MICCAI 2023, 26th International Conference, Vancouver, BC, Canada, October 8–12, 2023, Proceedings, Part VI}, publisher = {Springer}, year = {2023}, editor = {Greenspan,H.;Madabhushi,A.;Mousavi,P.;Salcudean,S.;Duncan,J.;Syeda-Mahmood,T.;Taylor,R.}, number = {14225}, series = {Lecture Notes in Computer Science}, pages = {358--367}, address = {Cham}, url = {https://doi.org/10.1007/978-3-031-43987-2_35} }