Fatemeh Haghighi

19 papers A* 1A 1Journal 11Unranked 6
YearRankTypeTitle / Venue / Authors
2025 A conf
Learning Anatomy-Disease Entangled Representation.
WACV
Fatemeh Haghighi, Michael B. Gotway, Jianming Liang
2025 — conf
RadEval: A framework for radiology text evaluation.
EMNLP (System Demonstrations)
Justin Xu, Xi Zhang, Javid Abderezaei, Julie Bauml, Roger Boodoo, Fatemeh Haghighi, Ali Ganjizadeh, Eric Brattain, Dave Van Veen, Zaiqiao Meng, David W. Eyre, Jean-Benoit Delbrouck
2025 J jnl
RadEval: A framework for radiology text evaluation.
CoRR
Justin Xu, Xi Zhang, Javid Abderezaei, Julie Bauml, Roger Boodoo, Fatemeh Haghighi, Ali Ganjizadeh, Eric Brattain, Dave Van Veen, Zaiqiao Meng, David Eyre, Jean-Benoit Delbrouck
2024 J jnl
Self-supervised learning for medical image analysis: Discriminative, restorative, or adversarial?
Medical Image Anal.
Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Michael B. Gotway, Jianming Liang
2023 J jnl
Self-supervised Learning for Segmentation and Quantification of Dopamine Neurons in Parkinson's Disease.
CoRR
Fatemeh Haghighi, Soumitra Ghosh, Hai Ngu, Sarah Chu, Han Hui Lin, Mohsen Hejrati, Baris Bingol, Somaye Hashemifar
2023 J jnl
Self-supervised Learning for Segmentation and Quantification of Dopamine Neurons in Parkinson's Disease.
Trans. Mach. Learn. Res.
Fatemeh Haghighi, Soumitra Ghosh, Sarah Chu, Hai Ngu, Mohsen Hejrati, Han Hui Lin, Baris Bingol, Somaye Hashemifar
2022 — conf
Benchmarking and Boosting Transformers for Medical Image Classification.
DART@MICCAI
Dongao Ma, Mohammad Reza Hosseinzadeh Taher, Jiaxuan Pang, Nahid Ul Islam, Fatemeh Haghighi, Michael B. Gotway, Jianming Liang
2022 — conf
CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging.
MIDL
Mohammad Reza Hosseinzadeh Taher, Fatemeh Haghighi, Michael B. Gotway, Jianming Liang
2022 J jnl
CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging.
CoRR
Mohammad Reza Hosseinzadeh Taher, Fatemeh Haghighi, Michael B. Gotway, Jianming Liang
2022 A* conf
DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis.
CVPR
Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Michael B. Gotway, Jianming Liang
2022 J jnl
DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis.
CoRR
Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Michael B. Gotway, Jianming Liang
2022 — conf
POPAR: Patch Order Prediction and Appearance Recovery for Self-supervised Medical Image Analysis.
DART@MICCAI
Jiaxuan Pang, Fatemeh Haghighi, Dongao Ma, Nahid Ul Islam, Mohammad Reza Hosseinzadeh Taher, Michael B. Gotway, Jianming Liang
2021 — conf
A Systematic Benchmarking Analysis of Transfer Learning for Medical Image Analysis.
DART/FAIR@MICCAI
Mohammad Reza Hosseinzadeh Taher, Fatemeh Haghighi, Ruibin Feng, Michael B. Gotway, Jianming Liang
2021 J jnl
A Systematic Benchmarking Analysis of Transfer Learning for Medical Image Analysis.
CoRR
Mohammad Reza Hosseinzadeh Taher, Fatemeh Haghighi, Ruibin Feng, Michael B. Gotway, Jianming Liang
2021 J jnl
Stacking ensemble model of deep learning and its application to Persian/Arabic handwritten digits recognition.
Knowl. Based Syst.
Fatemeh Haghighi, Hesam Omranpour
2021 J jnl
Transferable Visual Words: Exploiting the Semantics of Anatomical Patterns for Self-Supervised Learning.
IEEE Trans. Medical Imaging
Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Zongwei Zhou, Michael B. Gotway, Jianming Liang
2021 J jnl
Transferable Visual Words: Exploiting the Semantics of Anatomical Patterns for Self-supervised Learning.
CoRR
Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Zongwei Zhou, Michael B. Gotway, Jianming Liang
2020 — conf
Learning Semantics-Enriched Representation via Self-discovery, Self-classification, and Self-restoration.
MICCAI (1)
Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Zongwei Zhou, Michael B. Gotway, Jianming Liang
2020 J jnl
Learning Semantics-enriched Representation via Self-discovery, Self-classification, and Self-restoration.
CoRR
Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Zongwei Zhou, Michael B. Gotway, Jianming Liang