Fatemeh Haghighi - Concepedia

Author

Fatemeh Haghighi

Arizona State University ORCID

Also Known As

Fatemeh Haghighi, Haghighi, Fatemeh

Publications

478

Citations

H-Index

Concepts

All Affiliations

Arizona State University Mayo Clinic in Arizona WinnMed

About

Fatemeh Haghighi is an author at Arizona State University specializing in engineering, data science, and pattern recognition.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	5	5	324
2	Data Science	4	4	252
3	Computer Science	2	2	178
4	Health Sciences	1	1	52
5	Language Studies	1	1	72

Fatemeh Haghighi

Publications

469

Citations

H-Index

Page 1

	Year	Citations
Transferable Visual Words: Exploiting the Semantics of Anatomical Patterns for Self-Supervised Learning Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Zongwei Zhou, IEEE Transactions on Medical Imaging EngineeringMachine LearningObject CategorizationAnatomical PatternsNatural Language Processing	2021	131
DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Michael B. Gotway, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)	2022	82
Learning Semantics-Enriched Representation via Self-discovery, Self-classification, and Self-restoration Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Zongwei Zhou, Lecture notes in computer science Natural Language ProcessingEngineeringSemantic LearningComputational LinguisticsSelf-supervised Learning	2020	72
A Systematic Benchmarking Analysis of Transfer Learning for Medical Image Analysis Mohammad Reza Hosseinzadeh Taher, Fatemeh Haghighi, Ruibin Feng, Lecture notes in computer science Image AnalysisMachine LearningMedical ImagingData SciencePattern Recognition	2021	52
Stacking ensemble model of deep learning and its application to Persian/Arabic handwritten digits recognition Fatemeh Haghighi, Hesam Omranpour Knowledge-Based Systems EngineeringMachine LearningData ScienceMachine Learning ModelPattern Recognition	2021	47
A Systematic Benchmarking Analysis of Transfer Learning for Medical Image Analysis Mohammad Reza Hosseinzadeh Taher, Fatemeh Haghighi, Ruibin Feng, arXiv (Cornell University)	2021	23
Benchmarking and Boosting Transformers for Medical Image Classification DongAo Ma, Mohammad Reza Hosseinzadeh Taher, Jiaxuan Pang, Lecture notes in computer science Image ClassificationImage AnalysisMachine VisionData ScienceEngineering	2022	22
CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging Mohammad Reza Hosseinzadeh Taher, Fatemeh Haghighi, Michael B. Gotway, PubMed	2022	18
Large-scale benchmarking and boosting transfer learning for medical image analysis Mohammad Reza Hosseinzadeh Taher, Fatemeh Haghighi, Michael B. Gotway, Medical Image Analysis	2025	12
POPAR: Patch Order Prediction and Appearance Recovery for Self-supervised Medical Image Analysis Jiaxuan Pang, Fatemeh Haghighi, DongAo Ma, Lecture notes in computer science	2022	10

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