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Roohallah Alizadehsani

Deakin University

75 Pigdons Road

Victoria, 3216

Australia

SCHOLARLY PAPERS

6

DOWNLOADS

476

TOTAL CITATIONS

0

Scholarly Papers (6)

1.

Designing Interpretable ML System to Build Trust in Healthcare: A Systematic Review of the Last Decade to Proposed Responsible Clinician-Ai-Collaboration Framework

Number of pages: 53 Posted: 29 Feb 2024
Elham Nasarian, Roohallah Alizadehsani, U. Rajendra Acharya and Kwok-Leung Tsui
Virginia Tech, Deakin University, Ngee Ann Polytechnic and Virginia Tech - Grado Department of Industrial and Systems Engineering
Downloads 186 (418,025)

Abstract:

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Interpretable ML, explainable AI, responsible AI, AI-based medical devices, wearable medical devices, biosensors, medical large language models, clinician-AI-collaboration.

2.

Neurostressology: A Systematic Review of Eeg-Based Automated Mental Stress Perspectives

Number of pages: 22 Posted: 14 Mar 2025
Deakin University, Deakin University, Deakin University, Deakin University and University of Southern Queensland
Downloads 94 (720,278)

Abstract:

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Stress, EEG, Features, Stressors, Classification, Algorithms

3.

A Brief Review of Explainable Artificial Intelligence in Healthcare

Number of pages: 25 Posted: 12 Oct 2023
Dalhousie University, Deakin University, Tu Wien University, University of Kotli Azad Jammu and Kashmir, Dibrugarh University, Dibrugarh University, Dibrugarh University, affiliation not provided to SSRN, The University of Jordan, Dibrugarh University, Firat University, Ferdowsi University of Mashhad - Computer Engineering Departmen, Jan Evangelista Purkyně University in Ústí nad Labem, Charles University, Swinburne University of Technology and University of Florida
Downloads 74 (852,604)

Abstract:

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4.

Machine Learning Meets Advanced Robotic Manipulation

Number of pages: 69 Posted: 29 Sep 2023
Swinburne University of Technology, Deakin University, Deakin University, Deakin University, Trinity College (Dublin) and Imperial College London
Downloads 66 (942,565)

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Machine learning, deep learning, Reinforcement Learning, Manipulator

5.

SSI-GAN: Semi-Supervised Swin-Inspired Generative Adversarial Networks for Neuronal Spike Classification

Number of pages: 23 Posted: 07 Jan 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, Deakin University, affiliation not provided to SSRN, Deakin University, Government of the Commonwealth of Australia - Australian Centre for Disease Preparedness, University of Southern Queensland and Deakin University
Downloads 37 (1,222,651)

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Semi-supervised learning, transformers, Generative adversarial networks, neural spike classification

6.

NeuroStrata: An EEG Connectivity-Driven Deep Representation Learning of Dynamic Brain Networks for Mental Stress Analysis

Number of pages: 26 Posted: 27 Jun 2026
Deakin University, Deakin University, Deakin University, Deakin University, Deakin University and University of Southern Queensland
Downloads 19

Abstract:

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Mental stress, Electroencephalogram, Effective connectivity, Partial directed coherence, Machine learning, Multi-level Classification