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Malika Bendechache

ollscoil na gaillimhe-university of galway

28H-index
135Paper Count
3.3KCitation Count
Published Papers 27
Publication Date
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Can AI Be Faster, Accurate, and Explainable? SpikeNet Makes it Happen
errMEDICAL IMAGE UNDERSTANDING AND ANALYSIS, MIUA 2025, PT II
IF0
err2026-01-01
err0
PREAI
errMuhannad, Dost; Bendechache, Malika
errShare
errSave
Optimizing Fast Learning Network Using Fuzzy Adaptive Metaheuristic Algorithms for Robust Intrusion Detection
errApplied Computational Intelligence and Soft Computing
IF2.9
err2026-01-01
err0
errOAAI
errDin, Fakhrud; Ur Rahman, Fida; Muhammad, Dost; Ali, Mohammad Hasan; Ali, Mushtaq; Bendechache, Malika
errShare
errSave
Ethical Compliance Framework for Blockchain-Enabled Tissue and Organ Transportation Systems
errJOURNAL OF THE BRITISH BLOCKCHAIN ASSOCIATION
IF2
err2025-11-01
err0
PREAI
errCalik, Elif; Bendechache, Malika
errShare
errSave
More than just a heatmap: elevating XAI with rigorous evaluation metrics
errFrontiers in Medical Technology
IF3.8
err2025-10-28
err0
errOAAI
errDost Muhammad; Malika Bendechache
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errSave
Trust and transparency in AI: industry voices on data, ethics, and compliance
errAI & SOCIETY
IF4.7
err2025-10-15
err0
PREAI
errLouise McCormack; Malika Bendechache; Dave Lewis; Diletta Huyskes
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errSave
A comprehensive review of techniques, algorithms, advancements, challenges, and clinical applications of multi-modal medical image fusion for improved diagnosis
errComputer Methods and Programs in Biomedicine
IF4.8
err2025-09-09
err0
errOAAI
errMuhammad Zubair; Muzammil Hussain; Mousa Ahmad Albashrawi; Malika Bendechache; Muhammad Owais
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errSave
A fairness-focused approach to recidivism prediction: implications for accuracy, trust, and equity
errAI & SOCIETY
IF4.7
err2025-07-12
err0
errOAAI
errMichael Mayowa Farayola; Irina Tal; Takfarinas Saber; Regina Connolly; Malika Bendechache
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errSave
An interpretable framework for gastric cancer classification using multi-channel attention mechanisms and transfer learning approach on histopathology images
errSCIENTIFIC REPORTS
IF3.9
err2025-04-16
err0
errOAAI
errZubair, Muhammad; Owais, Muhammad; Hassan, Taimur; Bendechache, Malika; Hussain, Muzammil; Hussain, Irfan; Werghi, Naoufel
errShare
errSave
ALL diagnosis: can efficiency and transparency coexist? An explainble deep learning approach
errSCIENTIFIC REPORTS
IF3.9
err2025-04-14
err0
errOAAI
errMuhammad, Dost; Salman, Muhammad; Keles, Ayse; Bendechache, Malika
errShare
errSave
Saliency-based metric and FaceKeepOriginalAugment: a novel approach for enhancing fairness and Diversity
errMULTIMEDIA SYSTEMS
IF3.1
err2025-04-01
err0
errOAAI
errKumar, Teerath; Mileo, Alessandra; Bendechache, Malika
errShare
errSave
Explainable attention based breast tumor segmentation using a combination of UNet, ResNet, DenseNet, and EfficientNet models
errSCIENTIFIC REPORTS
IF3.9
err2025-01-06
err4
errOAAI
errAnari, Shokofeh; Sadeghi, Soroush; Sheikhi, Ghazaal; Ranjbarzadeh, Ramin; Bendechache, Malika
errShare
errSave
EfficientUNetViT: Efficient Breast Tumor Segmentation Utilizing UNet Architecture and Pretrained Vision Transformer
errBIOENGINEERING-BASEL
IF3.7
err2024-09-21
err3
errOAAI
errAnari, Shokofeh; de Oliveira, Gabriel Gomes; Ranjbarzadeh, Ramin; Alves, Angela Maria; Vaz, Gabriel Caumo; Bendechache, Malika
errShare
errSave
Decoding pulsatile patterns of cerebrospinal fluid dynamics through enhancing interpretability in machine learning
errSCIENTIFIC REPORTS
IF3.9
err2024-08-01
err0
errOAAI
errKeles, Ayse; Ozisik, Pinar Akdemir; Algin, Oktay; Celebi, Fatih Vehbi; Bendechache, Malika
errShare
errSave
Brain tumor segmentation based on optimized convolutional neural network and improved chimp optimization algorithm
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2024-01-01
err35
errOAAI
errRanjbarzadeh, Ramin; Zarbakhsh, Payam; Caputo, Annalina; Tirkolaee, Erfan Babaee; Bendechache, Malika
errShare
errSave
Image Data Augmentation Approaches: A Comprehensive Survey and Future Directions
errIEEE ACCESS
IF3.6
err2024-01-01
err14
errOAAI
errKumar, Teerath; Brennan, Rob; Mileo, Alessandra; Bendechache, Malika
errShare
errSave
Intelligent computational methods for economics
errEXPERT SYSTEMS
IF2.3
err2023-12-16
err0
errOAAI
errSaber, Takfarinas; Naeher, Dominik; Bendechache, Malika
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errSave
ETACM: an encoded-texture active contour model for image segmentation with fuzzy boundaries
errSOFT COMPUTING
IF2.5
err2023-07-22
err18
PREAI
errRanjbarzadeh, Ramin; Sadeghi, Soroush; Fadaeian, Aida; Ghoushchi, Saeid Jafarzadeh; Tirkolaee, Erfan Babaee; Caputo, Annalina; Bendechache, Malika
errShare
errSave
Measuring node decentralisation in blockchain peer to peer networks
errBLOCKCHAIN-RESEARCH AND APPLICATIONS
IF5.6
err2023-03-01
err14
errOAAI
errHowell, Andrew; Saber, Takfarinas; Bendechache, Malika
errShare
errSave
Breast tumor localization and segmentation using machine learning techniques: Overview of datasets, findings, and methods
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2023-01-01
err41
errOAAI
errRanjbarzadeh, Ramin; Dorosti, Shadi; Ghoushchi, Saeid Jafarzadeh; Caputo, Annalina; Tirkolaee, Erfan Babaee; Ali, Sadia Samar; Arshadi, Zahra; Bendechache, Malika
errShare
errSave
Brain tumor segmentation of MRI images: A comprehensive review on the application of artificial intelligence tools
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2023-01-01
err92
PREAI
errRanjbarzadeh, Ramin; Caputo, Annalina; Tirkolaee, Erfan Babaee; Ghoushchi, Saeid Jafarzadeh; Bendechache, Malika
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
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Erfan Babaee Tırkolaee
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Dimitrios Tzovaras
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Navid Razmjooy
H-index: 45 · Papers: 140
M
Muzammil Hussain
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S
Saeid Jafarzadeh Ghoushchi
H-index: 38 · Papers: 117
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