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A

Abbas Khosravi

Deakin University

73H-index
487Paper Count
2.1WCitation Count
Published Papers 152
Publication Date
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Boundary-Guided US-Loss: Uncertainty-aware training for reliable image segmentation
errBiomedical Signal Processing and Control
IF4.9
err2026-09-01
err0
PREAI
errMunia, Afsana Ahmed; Broti, Tanjila; Hasan, Mehedi; Khosravi, Abbas; Hossain, Ibrahim; Sharmin, Zeseya; Rahman, Ashikur
errShare
errSave
A Review of Onboard AI Technologies for Synthetic Aperture Radar: Techniques, challenges, and opportunities
errIEEE Geoscience and Remote Sensing Magazine
IF16.4
err2026-06-11
err0
PREAI
errPretha Sur; Anonnya Ghosh; Ibrahim Hossain; Moloud Abdar; Abbas Khosravi; Nermine Hendy; Roberto Del Prete; Ryszard Kowalczyk; Andrew Barton; Biplab Banerjee
errShare
errSave
Attention-guided hierarchical fusion U-Net for uncertainty-driven medical image segmentation
errINFORMATION FUSION
IF15.5
err2025-03-01
err0
errOAAI
errMunia, Afsana Ahmed; Abdar, Moloud; Hasan, Mehedi; Jalali, Mohammad S.; Banerjee, Biplab; Khosravi, Abbas; Hossain, Ibrahim; Fu, Huazhu; Frangi, Alejandro F.
errShare
errSave
UniBFS: A novel uniform-solution-driven binary feature selection algorithm for high-dimensional data
errSWARM AND EVOLUTIONARY COMPUTATION
IF8.5
err2024-12-01
err2
errOAAI
errAhadzadeh, Behrouz; Abdar, Moloud; Foroumandi, Mahdieh; Safara, Fatemeh; Khosravi, Abbas; Garcia, Salvador; Suganthan, Ponnuthurai Nagaratnam
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errSave
A Survey of Imitation Learning: Algorithms, Recent Developments, and Challenges
errIEEE TRANSACTIONS ON CYBERNETICS
IF10.5
err2024-12-01
err4
errOAAI
errZare, Maryam; Kebria, Parham M.; Khosravi, Abbas; Nahavandi, Saeid
errShare
errSave
Multimorbidity and the risk of malnutrition, frailty and sarcopenia in adults with cancer in the UK Biobank
errJOURNAL OF CACHEXIA SARCOPENIA AND MUSCLE
IF9.1
err2024-06-21
err0
PREAI
errKiss, Nicole; Abbott, Gavin; Daly, Robin M.; Denehy, Linda; Edbrooke, Lara; Baguley, Brenton J.; Fraser, Steve F.; Khosravi, Abbas; Prado, Carla M.
errShare
errSave
An Optimized Uncertainty-Aware Training Framework for Neural Networks
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-05-01
err1
PREAI
errTabarisaadi, Pegah; Khosravi, Abbas; Nahavandi, Saeid; Shafie-Khah, Miadreza; Catalao, Joao P. S.
errShare
errSave
An efficient hybrid extreme learning machine and evolutionary framework with applications for medical diagnosis
errEXPERT SYSTEMS
IF2.3
err2024-01-22
err1
PREAI
errAl Bataineh, Ali; Jalali, Seyed Mohammad Jafar; Mousavirad, Seyed Jalaleddin; Yazdani, Amirmehdi; Islam, Syed Mohammed Shamsul; Khosravi, Abbas
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errSave
What Happens in Face During a Facial Expression? Using Data Mining Techniques to Analyze Facial Expression Motion Vectors
errINFORMATION SYSTEMS FRONTIERS
IF8.3
err2024-01-17
err0
errOAAI
errRoshanzamir, Mohamad; Jafari, Mahboobeh; Alizadehsani, Roohallah; Roshanzamir, Mahdi; Shoeibi, Afshin; Gorriz, Juan M.; Khosravi, Abbas; Nahavandi, Saeid; Acharya, U. Rajendra
errShare
errSave
Improved binary differential evolution with dimensionality reduction mechanism and binary stochastic search for feature selection
errAPPLIED SOFT COMPUTING
IF6.6
err2024-01-01
err6
errOAAI
errAhadzadeh, Behrouz; Abdar, Moloud; Safara, Fatemeh; Aghaei, Leyla; Mirjalili, Seyedali; Khosravi, Abbas; Garcia, Salvador; Karray, Fakhri; Acharya, U. Rajendra
errShare
errSave
SFE: A Simple, Fast, and Efficient Feature Selection Algorithm for High-Dimensional Data
errIEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
IF12
err2023-12-01
err34
errOAAI
errAhadzadeh, Behrouz; Abdar, Moloud; Safara, Fatemeh; Khosravi, Abbas; Menhaj, Mohammad Bagher; Suganthan, Ponnuthurai Nagaratnam
errShare
errSave
Uncertainty aware neural network from similarity and sensitivity
errAPPLIED SOFT COMPUTING
IF6.6
err2023-12-01
err1
errOAAI
errKabir, H. M. Dipu; Mondal, Subrota Kumar; Khanam, Sadia; Khosravi, Abbas; Rahman, Shafin; Qazani, Mohammad Reza Chalak; Alizadehsani, Roohallah; Asadi, Houshyar; Mohamed, Shady; Nahavandi, Saeid; Acharya, U. Rajendra
errShare
errSave
Toward domain adaptation with open-set target data: Review of theory and computer vision applications
errINFORMATION FUSION
IF15.5
err2023-12-01
err4
PREAI
errGhaffari, Reyhane; Sadegh Helfroush, Mohammad; Khosravi, Abbas; Kazemi, Kamran; Danyali, Habibollah; Rutkowski, Leszek
errShare
errSave
Applied Exoskeleton Technology: A Comprehensive Review of Physical and Cognitive Human-Robot Interaction
errIEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS
IF4.9
err2023-09-01
err11
errOAAI
errNazari, Farhad; Mohajer, Navid; Nahavandi, Darius; Khosravi, Abbas; Nahavandi, Saeid
errShare
errSave
Binarized multi-gate mixture of Bayesian experts for cardiac syndrome X diagnosis: A clinician-in-the-loop scenario with a belief-uncertainty fusion paradigm
errINFORMATION FUSION
IF15.5
err2023-09-01
err5
PREAI
errAbdar, Moloud; Mehrzadi, Arash; Goudarzi, Milad; Masoudkabir, Farzad; Rundo, Leonardo; Mamouei, Mohammad; Sala, Evis; Khosravi, Abbas; Makarenkov, Vladimir; Acharya, U. Rajendra; Saadatagah, Seyedmohammad; Naderian, Mohammadreza; Garcia, Salvador; Sarrafzadegan, Nizal; Nahavandi, Saeid
errShare
errSave
Material recognition for construction quality monitoring using deep learning methods
errCONSTRUCTION INNOVATION-ENGLAND
IF3.5
err2023-07-12
err4
PREAI
errMahamivanan, Hadi; Ghassemi, Navid; Tayarani Darbandi, Mohammad; Shoeibi, Afshin; Hussain, Sadiq; Nasirzadeh, Farnad; Alizadehsani, Roohallah; Nahavandi, Darius; Khosravi, Abbas; Nahavandi, Saeid
errShare
errSave
Automated diagnosis of cardiovascular diseases from cardiac magnetic resonance imaging using deep learning models: A review
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2023-06-01
err28
errOAAI
errJafari, Mahboobeh; Shoeibi, Afshin; Khodatars, Marjane; Ghassemi, Navid; Moridian, Parisa; Alizadehsani, Roohallah; Khosravi, Abbas; Ling, Sai Ho; Delfan, Niloufar; Zhang, Yu-Dong; Wang, Shui-Hua; Gorriz, Juan M.; Alinejad-Rokny, Hamid; Acharya, U. Rajendra
errShare
errSave
Machine learning models to predict outcomes at 30-days using Global Leadership Initiative on Malnutrition combinations with and without muscle mass in people with cancer
errJOURNAL OF CACHEXIA SARCOPENIA AND MUSCLE
IF9.1
err2023-05-31
err4
errOAAI
errKiss, Nicole; Steer, Belinda; de van der Schueren, Marian; Loeliger, Jenelle; Alizadehsani, Roohallah; Edbrooke, Lara; Deftereos, Irene; Laing, Erin; Khosravi, Abbas
errShare
errSave
Low muscle mass, malnutrition, sarcopenia, and associations with survival in adults with cancer in the UK Biobank cohort
errJOURNAL OF CACHEXIA SARCOPENIA AND MUSCLE
IF9.1
err2023-05-22
err18
errOAAI
errKiss, Nicole; Prado, Carla M.; Daly, Robin M.; Denehy, Linda; Edbrooke, Lara; Baguley, Brenton J.; Fraser, Steve F.; Khosravi, Abbas; Abbott, Gavin
errShare
errSave
ALEC: Active learning with ensemble of classifiers for clinical diagnosis of coronary artery disease
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2023-05-01
err5
errOAAI
errKhozeimeh, Fahime; Alizadehsani, Roohallah; Shirani, Milad; Tartibi, Mehrzad; Shoeibi, Afshin; Alinejad-Rokny, Hamid; Harlapur, Chandrashekhar; Sultanzadeh, Sayed Javed; Khosravi, Abbas; Nahavandi, Saeid; Tan, Ru-San; Acharya, U. Rajendra
errShare
errSave

Research Directions

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