Fatemeh Haghighi

Transferable Visual Words: Exploiting the Semantics of Anatomical Patterns for Self-Supervised Learning

Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Zongwei Zhou et al. · IEEE Transactions on Medical Imaging · 2021 · 131 citations · Full text

Engineering, Machine Learning, Object Categorization +20

DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis

Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Michael B. Gotway et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 82 citations · Full text

Learning Semantics-Enriched Representation via Self-discovery, Self-classification, and Self-restoration

Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Zongwei Zhou et al. · Lecture notes in computer science · 2020 · 72 citations · Full text

Natural Language Processing, Engineering, Semantic Learning +8

A Systematic Benchmarking Analysis of Transfer Learning for Medical Image Analysis

Mohammad Reza Hosseinzadeh Taher, Fatemeh Haghighi, Ruibin Feng et al. · Lecture notes in computer science · 2021 · 52 citations · Full text

Image Analysis, Machine Learning, Medical Imaging +14

Stacking ensemble model of deep learning and its application to Persian/Arabic handwritten digits recognition

Fatemeh Haghighi, Hesam Omranpour · Knowledge-Based Systems · 2021 · 47 citations

Engineering, Machine Learning, Data Science +10