Tobias Elze

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 17

Top Topics

Medical Image Segmentation

Language Learners

Clustering Framework

Top Venues

IEEE J. Biomed. Health Informatics

Medical Image Anal.

Publications

Min Shi, Yu Tian, Yan Luo, Tobias Elze, Mengyu Wang
RNFLT2Vec: Artifact-corrected representation learning for retinal nerve fiber layer thickness maps. Medical Image Anal. 94 (2024)
Yan Luo, Yu Tian, Min Shi, Louis R. Pasquale, Lucy Q. Shen, Nazlee Zebardast, Tobias Elze, Mengyu Wang
Harvard Glaucoma Fairness: A Retinal Nerve Disease Dataset for Fairness Learning and Fair Identity Normalization. IEEE Trans. Medical Imaging 43 (7) (2024)
Yan Luo, Min Shi, Muhammad Osama Khan, Muhammad Muneeb Afzal, Hao Huang, Shuaihang Yuan, Yu Tian, Luo Song, Ava Kouhana, Tobias Elze, Yi Fang, Mengyu Wang
FairCLIP: Harnessing Fairness in Vision-Language Learning. CoRR (2024)
Yu Tian, Min Shi, Yan Luo, Ava Kouhana, Tobias Elze, Mengyu Wang
FairSeg: A Large-Scale Medical Image Segmentation Dataset for Fairness Learning Using Segment Anything Model with Fair Error-Bound Scaling. ICLR (2024)
Min Shi, Anagha Lokhande, Mojtaba Sedigh Fazli, Vishal Sharma, Yu Tian, Yan Luo, Louis R. Pasquale, Tobias Elze, Michael V. Boland, Nazlee Zebardast, David S. Friedman, Lucy Q. Shen, Mengyu Wang
Artifact-Tolerant Clustering-Guided Contrastive Embedding Learning for Ophthalmic Images in Glaucoma. IEEE J. Biomed. Health Informatics 27 (9) (2023)
Yan Luo, Yu Tian, Min Shi, Tobias Elze, Mengyu Wang
Harvard Glaucoma Fairness: A Retinal Nerve Disease Dataset for Fairness Learning and Fair Identity Normalization. CoRR (2023)
Yan Luo, Min Shi, Yu Tian, Tobias Elze, Mengyu Wang
Harvard Glaucoma Detection and Progression: A Multimodal Multitask Dataset and Generalization-Reinforced Semi-Supervised Learning. CoRR (2023)
Yu Tian, Min Shi, Yan Luo, Ava Kouhana, Tobias Elze, Mengyu Wang
FairSeg: A Large-scale Medical Image Segmentation Dataset for Fairness Learning with Fair Error-Bound Scaling. CoRR (2023)
Yan Luo, Yu Tian, Min Shi, Tobias Elze, Mengyu Wang
Harvard Eye Fairness: A Large-Scale 3D Imaging Dataset for Equitable Eye Diseases Screening and Fair Identity Scaling. CoRR (2023)
Yan Luo, Min Shi, Yu Tian, Tobias Elze, Mengyu Wang
Harvard Glaucoma Detection and Progression: A Multimodal Multitask Dataset and Generalization-Reinforced Semi-Supervised Learning. ICCV (2023)
Min Shi, Anagha Lokhande, Mojtaba Sedigh Fazli, Vishal Sharma, Yu Tian, Yan Luo, Louis R. Pasquale, Tobias Elze, Michael V. Boland, Nazlee Zebardast, David S. Friedman, Lucy Q. Shen, Mengyu Wang
Artifact-Tolerant Clustering-Guided Contrastive Embedding Learning for Ophthalmic Images. CoRR (2022)
Mohammad Eslami, Solale Tabarestani, Ehsan Adeli, Glyn Elwyn, Tobias Elze, Mengyu Wang, Nazlee Zebardast, Nassir Navab, Malek Adjouadi
Affective Medical Estimation and Decision Making via Visualized Learning and Deep Learning. CoRR (2022)
Farzin Soleymani, Mohammad Eslami, Tobias Elze, Bernd Bischl, Mina Rezaei
Deep variational clustering framework for self-labeling large-scale medical images. Medical Imaging: Image Processing (2022)
Farzin Soleymani, Mohammad Eslami, Tobias Elze, Bernd Bischl, Mina Rezaei
Deep Variational Clustering Framework for Self-labeling of Large-scale Medical Images. CoRR (2021)
Sidharth Mahotra, Mengyu Wang, Tobias Elze, Michael V. Boland, Louis R. Pasquale, Juleke Majoor, Koen A. Vermeer, Chris Johnson, Kouros Nouri-Mahdavi, Hans G. Lemij, Michael H. Goldbaum, Siamak Yousefi
Patterns of retinal nerve fiber layer loss in patients with glaucoma identified by deep archetypal analysis. IEEE BigData (2020)
Michael Dorr, Tobias Elze, Hui Wang, Zhong-Lin Lu, Peter J. Bex, Luis A. Lesmes
New Precision Metrics for Contrast Sensitivity Testing. IEEE J. Biomed. Health Informatics 22 (3) (2018)
Siamak Yousefi, Tobias Elze, Louis R. Pasquale, Michael V. Boland
Glaucoma Monitoring Using Manifold Learning and Unsupervised Clustering. IVCNZ (2018)
Rainer Stollhoff, Ingo Kennerknecht, Tobias Elze, Jürgen Jost
A computational model of dysfunctional facial encoding in congenital prosopagnosia. Neural Networks 24 (6) (2011)