Tariq Mahmood Khan

Tariq Mahmood Khan

Deakin University

H-index: 31

Oceania-Australia

About Tariq Mahmood Khan

Tariq Mahmood Khan, With an exceptional h-index of 31 and a recent h-index of 28 (since 2020), a distinguished researcher at Deakin University, specializes in the field of Medical Image Analysis, Machine Learning and Computer Vision.

His recent articles reflect a diverse array of research interests and contributions to the field:

ESDMR-Net: A lightweight network with expand-squeeze and dual multiscale residual connections for medical image segmentation

Self-supervised spatial–temporal transformer fusion based federated framework for 4D cardiovascular image segmentation

Intelligent healthcare system for IoMT-integrated sonography: Leveraging multi-scale self-guided attention networks and dynamic self-distillation

PCA: Progressive class-wise attention for skin lesions diagnosis

Update on the Global Neurotrauma Outcomes Study Spine: An international, multi-centre, prospective cohort study on the injury profile, management and outcomes of traumatic …

Robust retinal blood vessel segmentation using a patch-based statistical adaptive multi-scale line detector

IKD+: Reliable Low Complexity Deep Models for Retinopathy Classification

Two-Stage Self-Supervised Contrastive Learning Aided Transformer for Real-Time Medical Image Segmentation

Tariq Mahmood Khan Information

University

Position

Research Fellow School of Information Technology Faculty of Sci Eng Build Env

Citations(all)

2256

Citations(since 2020)

1957

Cited By

770

hIndex(all)

31

hIndex(since 2020)

28

i10Index(all)

57

i10Index(since 2020)

53

Email

University Profile Page

Deakin University

Google Scholar

View Google Scholar Profile

Tariq Mahmood Khan Skills & Research Interests

Medical Image Analysis

Machine Learning and Computer Vision

Top articles of Tariq Mahmood Khan

Title

Journal

Author(s)

Publication Date

ESDMR-Net: A lightweight network with expand-squeeze and dual multiscale residual connections for medical image segmentation

Engineering Applications of Artificial Intelligence

Tariq M Khan

Syed S Naqvi

Erik Meijering

2024/7/1

Self-supervised spatial–temporal transformer fusion based federated framework for 4D cardiovascular image segmentation

Information Fusion

Moona Mazher

Imran Razzak

Abdul Qayyum

M Tanveer

Susann Beier

...

2024/6/1

Intelligent healthcare system for IoMT-integrated sonography: Leveraging multi-scale self-guided attention networks and dynamic self-distillation

Internet of Things

Muhammad Usman

Azka Rehman

Sharjeel Masood

Tariq Mahmood Khan

Junaid Qadir

2024

PCA: Progressive class-wise attention for skin lesions diagnosis

Engineering Applications of Artificial Intelligence

Asim Naveed

Syed S Naqvi

Tariq M Khan

Imran Razzak

2024/1/1

Update on the Global Neurotrauma Outcomes Study Spine: An international, multi-centre, prospective cohort study on the injury profile, management and outcomes of traumatic …

Brain and Spine

Saniya Mediratta

Stefan Yordanov

Jibin Francis

G Balamurali

Karol Budohoski

...

2023/1/1

Robust retinal blood vessel segmentation using a patch-based statistical adaptive multi-scale line detector

Digital Signal Processing

Shahzaib Iqbal

Khuram Naveed

Syed S Naqvi

Asim Naveed

Tariq M Khan

2023/7/1

IKD+: Reliable Low Complexity Deep Models for Retinopathy Classification

arXiv preprint arXiv:2303.02310

Shreyas Bhat Brahmavar

Rohit Rajesh

Tirtharaj Dash

Lovekesh Vig

Tanmay Tulsidas Verlekar

...

2023/3/4

Two-Stage Self-Supervised Contrastive Learning Aided Transformer for Real-Time Medical Image Segmentation

IEEE Journal of Biomedical and Health Informatics

Abdul Qayyum

Imran Razzak

Moona Mazher

Tariq Khan

Weiping Ding

...

2023/12/12

Semi-supervised 3D-InceptionNet for segmentation and survival prediction of head and neck primary cancers

Engineering Applications of Artificial Intelligence

Abdul Qayyum

Moona Mazher

Tariq Khan

Imran Razzak

2023/1/1

Semantic segmentation of retinal exudates using a residual encoder–decoder architecture in diabetic retinopathy

Microscopy Research and Technique

Malik Abdul Manan

Feng Jinchao

Tariq M Khan

Muhammad Yaqub

Shahzad Ahmed

...

2023/5

LMBiS-Net: A Lightweight Multipath Bidirectional Skip Connection based CNN for Retinal Blood Vessel Segmentation

arXiv preprint arXiv:2309.04968

Mufassir M Abbasi

Shahzaib Iqbal

Asim Naveed

Tariq M Khan

Syed S Naqvi

...

2023/9/10

LDMRes-Net: A Lightweight Neural Network for Efficient Medical Image Segmentation on IoT and Edge Devices

IEEE journal of biomedical and health informatics

Shahzaib Iqbal

Tariq M Khan

Syed S Naqvi

Asim Naveed

Muhammad Usman

...

2023/11/8

Glan: Gan assisted lightweight attention network for biomedical imaging based diagnostics

Cognitive Computation

Syed S Naqvi

Zubair Akhtar Langah

Haroon Ahmed Khan

Majid Iqbal Khan

Tariq Bashir

...

2023/5

Trainable guided attention based robust leather defect detection

Engineering Applications of Artificial Intelligence

Masood Aslam

Syed Saud Naqvi

Tariq Mahmood Khan

Geoff Holmes

Rafea Naffa

2023/9/1

Hybrid Unsupervised Deformable Image Registration for 4D CT Lung Image Intra-modalities

Muhammad Zafar Iqbal

Imran Razzak

Abdul Qayyum

Tariq Khan

Arcot Sowmya

2023/11/28

Simple and robust depth-wise cascaded network for polyp segmentation

Engineering Applications of Artificial Intelligence

Tariq M Khan

Muhammad Arsalan

Imran Razzak

Erik Meijering

2023/5/1

Fusion of textural and visual information for medical image modality retrieval using deep learning-based feature engineering

IEEE Access

Saeed Iqbal

Adnan N Qureshi

Musaed Alhussein

Imran Arshad Choudhry

Khursheed Aurangzeb

...

2023/8/30

Feature Enhancer Segmentation Network (FES-Net) for Vessel Segmentation

Tariq M Khan

Muhammad Arsalan

Shahzaib Iqbal

Imran Razzak

Erik Meijering

2023/11/28

MESAHA-Net: Multi-encoders based self-adaptive hard attention network with maximum intensity projections for lung nodule segmentation in CT scan

arXiv preprint arXiv:2304.01576

Muhammad Usman

Azka Rehman

Abdullah Shahid

Siddique Latif

Shi Sub Byon

...

2023/4/4

Retinal vessel segmentation via a Multi-resolution Contextual Network and adversarial learning

Neural Networks

Tariq M Khan

Syed S Naqvi

Antonio Robles-Kelly

Imran Razzak

2023/8/1

See List of Professors in Tariq Mahmood Khan University(Deakin University)

Co-Authors

H-index: 33
Donald Bailey

Donald Bailey

Massey University

H-index: 29
Antonio Robles-Kelly

Antonio Robles-Kelly

Deakin University

H-index: 23
Muhammad Arsalan

Muhammad Arsalan

Dongguk University

H-index: 14
Muhammad Aurangzeb Khan

Muhammad Aurangzeb Khan

Lancaster University

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