Harpal S. Sandhu

University of Louisville — United States

Medicine · Health Sciences

24h-index1.8kcitations182works4.62yr avg
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Research Topics

Retinal Imaging and Analysis(45), Ocular Diseases and Behçet’s Syndrome(38), Retinal Diseases and Treatments(36), Glaucoma and retinal disorders(27), Retinal and Optic Conditions(19)

Publications181 total

OCT-Trans: A Novel Transformer Backbone with Multimodal Feature Extraction in OCT-Based Retinal Disease Classification
2025· 4 cited
ISGM-DR: Important Slice-Guided Model for Diabetic Retinopathy Diagnosis Using 3D Oct Images
2025· 2 cited
SABiT-MNet: Scale-Adaptive Autoencoder with BiT-M Model for Identifying AMD Grades
2025
TransNetOCT: An Efficient Transformer-Based Model for 3D-OCT Segmentation Using Prior Shape
Lecture notes in computer science·2024· 3 cited
A Neuroimaging Yolov8-Based Cad Framework for Anosmia Grading in Covid-19
2024· 1 cited
Advanced OCTA imaging segmentation: Unsupervised, non-linear retinal vessel detection using modified self-organizing maps and joint MGRF modeling
Computer Methods and Programs in Biomedicine·2024· 3 cited
A non-invasive AI-based system for precise grading of anosmia in COVID-19 using neuroimaging
Heliyon·2024· 8 citedOpen Access
A Neuroimaging ML-Based Framework for Anosmia Grading in Covid-19
2024
Retinal Vascular System Segmentation based on Non-Linear Map-Based Estimation of Joint MGRF Model
2024· 1 cited
A Clinically Explainable AI-Based Grading System for Age-Related Macular Degeneration Using Optical Coherence Tomography
IEEE Journal of Biomedical and Health Informatics·2024· 24 cited
Early identification of diabetic retinopathy through a computer-assisted diagnostic system and a higher-order spatial appearance model of 3D-OCT
2023
Prevention of age-related macular degeneration disease: current strategies and future directions
2023· 2 cited
Multi-Classification of Retinal Diseases Using a Pyramidal Ensemble Deep Framework
2023· 1 cited
Multi-Stage Classification of Retinal OCT Using Multi-Scale Ensemble Deep Architecture
Bioengineering·2023· 21 citedOpen Access
Scale-adaptive model for detection and grading of age-related macular degeneration from color retinal fundus images
Scientific Reports·2023· 20 citedOpen Access
Outpatient medications associated with protection from COVID-19 hospitalization
PLoS ONE·2023· 1 citedOpen Access
Cardiac Screening and Disease Characteristics of Patients with Ocular Sarcoidosis
Ocular Immunology and Inflammation·2022· 4 cited
Predicting the Level of Respiratory Support in COVID-19 Patients Using Machine Learning
Bioengineering·2022· 5 citedOpen Access
A Computer-Aided Diagnostic System for Diabetic Retinopathy Based on Local and Global Extracted Features
Applied Sciences·2022· 14 citedOpen Access
The Role of Medical Image Modalities and AI in the Early Detection, Diagnosis and Grading of Retinal Diseases: A Survey
Bioengineering·2022· 47 citedOpen Access
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Frequent Co-authors

Ayman El‐Baz(25), Mohammed Ghazal(17), Fahmi Khalifa(11), Mohamed Elsharkawy(10), Rubens P. Homme(8), Mahavir Singh(8), Akash K. George(8), Ahmed Soliman(8), Ahmed Sharafeldeen(7), Suresh C. Tyagi(7), Ali Mahmoud(6), Ahmed Shalaby(6), Mohammed Elmogy(6), Shlomit Schaal(6), Avisek Majumder(6), Nabila Eladawi(5), Robert Keynton(5), Ahmed Elnakib(5), Guruprasad A. Giridharan(4), Ahmed Aboelfetouh(4)