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Moloud Abdar

The University of Queensland

41H-index
113Paper Count
8.8KCitation Count
Published Papers 43
Publication Date
BayTTA: Uncertainty-aware medical image classification with optimized test-time augmentation using Bayesian model averaging
err2025-07-19
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errOAAI
errZeinab Sherkatghanad; Moloud Abdar; Mohammadreza Bakhtyari; Paweł Pławiak; Vladimir Makarenkov
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It is time to reassess reporting of electroconvulsive therapy data in New Zealand: A 17-year retrospective analysis of treatment data from Waikato
err2025-03-01
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PREAI
errLundin, Robert M.; Kannangara, Savani; Jenkins, Matthew; Carroll, Teresa; Wakefield, Kathrine; Patrick, Colin; Abdar, Moloud; Khosravi, Abbas; Loo, Colleen; Berk, Michael
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Attention-guided hierarchical fusion U-Net for uncertainty-driven medical image segmentation
err2025-03-01
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errOAAI
errMunia, Afsana Ahmed; Abdar, Moloud; Hasan, Mehedi; Jalali, Mohammad S.; Banerjee, Biplab; Khosravi, Abbas; Hossain, Ibrahim; Fu, Huazhu; Frangi, Alejandro F.
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UniBFS: A novel uniform-solution-driven binary feature selection algorithm for high-dimensional data
err2024-12-01
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errOAAI
errAhadzadeh, Behrouz; Abdar, Moloud; Foroumandi, Mahdieh; Safara, Fatemeh; Khosravi, Abbas; Garcia, Salvador; Suganthan, Ponnuthurai Nagaratnam
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Improved binary differential evolution with dimensionality reduction mechanism and binary stochastic search for feature selection
err2024-01-01
err6
errOAAI
errAhadzadeh, Behrouz; Abdar, Moloud; Safara, Fatemeh; Aghaei, Leyla; Mirjalili, Seyedali; Khosravi, Abbas; Garcia, Salvador; Karray, Fakhri; Acharya, U. Rajendra
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SFE: A Simple, Fast, and Efficient Feature Selection Algorithm for High-Dimensional Data
err2023-12-01
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errOAAI
errAhadzadeh, Behrouz; Abdar, Moloud; Safara, Fatemeh; Khosravi, Abbas; Menhaj, Mohammad Bagher; Suganthan, Ponnuthurai Nagaratnam
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An Optimal Nonlinear Model Predictive Control-Based Motion Cueing Algorithm Using Cascade Optimization and Human Interaction
err2023-09-01
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PREAI
errQazani, Mohammad Reza Chalak; Asadi, Houshyar; Chen, Yutao; Abdar, Moloud; Karkoub, Mansour; Mohamed, Shady; Lim, Chee Peng; Nahavandi, Saeid
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Binarized multi-gate mixture of Bayesian experts for cardiac syndrome X diagnosis: A clinician-in-the-loop scenario with a belief-uncertainty fusion paradigm
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
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Toxicity Prediction in Pelvic Radiotherapy Using Multiple Instance Learning and Cascaded Attention Layers
err2023-04-01
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errOAAI
errElhaminia, Behnaz; Gilbert, Alexandra; Lilley, John; Abdar, Moloud; Frangi, Alejandro F.; Scarsbrook, Andrew; Appelt, Ane; Gooya, Ali
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Quantum face recognition protocol with ghost imaging
err2023-02-10
err5
errOAAI
errSalari, Vahid; Paneru, Dilip; Saglamyurek, Erhan; Ghadimi, Milad; Abdar, Moloud; Rezaee, Mohammadreza; Aslani, Mehdi; Barzanjeh, Shabir; Karimi, Ebrahim
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UncertaintyFuseNet: Robust uncertainty-aware hierarchical feature fusion model with Ensemble Monte Carlo Dropout for COVID-19 detection
err2023-02-01
err49
errOAAI
errAbdar, Moloud; Salari, Soorena; Qahremani, Sina; Lam, Hak-Keung; Karray, Fakhri; Hussain, Sadiq; Khosravi, Abbas; Acharya, U. Rajendra; Makarenkov, Vladimir; Nahavandi, Saeid
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Hercules: Deep Hierarchical Attentive Multilevel Fusion Model With Uncertainty Quantification for Medical Image Classification
err2023-01-01
err39
errOAAI
errAbdar, Moloud; Fahami, Mohammad Amin; Rundo, Leonardo; Radeva, Petia; Frangi, Alejandro F.; Acharya, U. Rajendra; Khosravi, Abbas; Lam, Hak-Keung; Jung, Alexander; Nahavandi, Saeid
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A review of uncertainty quantification in deep learning: Techniques, applications and challenges
err2021-12-01
err1.2K
errOAAI
errAbdar, Moloud; Pourpanah, Farhad; Hussain, Sadiq; Rezazadegan, Dana; Liu, Li; Ghavamzadeh, Mohammad; Fieguth, Paul; Cao, Xiaochun; Khosravi, Abbas; Acharya, U. Rajendra; Makarenkov, Vladimir; Nahavandi, Saeid
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A novel approach based on genetic algorithm to speed up the discovery of classification rules on GPUs
err2021-11-01
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PREAI
errRoui, Mohammad Beheshti; Zomorodi, Mariam; Sarvelayati, Masoomeh; Abdar, Moloud; Noori, Hamid; Plawiak, Pawel; Tadeusiewicz, Ryszard; Zhou, Xujuan; Khosravi, Abbas; Nahavandi, Saeid; Acharya, U. Rajendra
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A novel fusion-based deep learning model for sentiment analysis of COVID-19 tweets
err2021-09-01
err91
errOAAI
errBasiri, Mohammad Ehsan; Nemati, Shahla; Abdar, Moloud; Asadi, Somayeh; Acharrya, U. Rajendra
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Uncertainty quantification in skin cancer classification using three-way decision-based Bayesian deep learning
err2021-08-01
err145
errOAAI
errAbdar, Moloud; Samami, Maryam; Mahmoodabad, Sajjad Dehghani; Doan, Thang; Mazoure, Bogdan; Hashemifesharaki, Reza; Liu, Li; Khosravi, Abbas; Acharya, U. Rajendra; Makarenkov, Vladimir; Nahavandi, Saeid
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Handling of uncertainty in medical data using machine learning and probability theory techniques: a review of 30 years (1991-2020)
err2021-03-21
err76
errOAAI
errAlizadehsani, Roohallah; Roshanzamir, Mohamad; Hussain, Sadiq; Khosravi, Abbas; Koohestani, Afsaneh; Zangooei, Mohammad Hossein; Abdar, Moloud; Beykikhoshk, Adham; Shoeibi, Afshin; Zare, Assef; Panahiazar, Maryam; Nahavandi, Saeid; Srinivasan, Dipti; Atiya, Amir F.; Acharya, U. Rajendra
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ABCDM: An Attention-based Bidirectional CNN-RNN Deep Model for sentiment analysis
err2021-02-01
err464
PREAI
errBasiri, Mohammad Ehsan; Nemati, Shahla; Abdar, Moloud; Cambria, Erik; Acharya, U. Rajendra
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Coronary artery disease detection using artificial intelligence techniques: A survey of trends, geographical differences and diagnostic features 1991-2020
err2021-01-01
err57
PREAI
errAlizadehsani, Roohallah; Khosravi, Abbas; Roshanzamir, Mohamad; Abdar, Moloud; Sarrafzadegan, Nizal; Shafie, Davood; Khozeimeh, Fahime; Shoeibi, Afshin; Nahavandi, Saeid; Panahiazar, Maryam; Bishara, Andrew; Beygui, Ramin E.; Puri, Rishi; Kapadia, Samir; Tan, Ru-San; Acharya, U. Rajendra
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