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Md. Omaer Faruq Goni

Observed names: Md Omaer Faruq Goni, Md. Omaer Faruq, Md. Omaer Goni, Md.Omaer Faruq Goni
ORCID: 0000-0002-4491-4942
Observed ORCID: 0000-0002-4491-4942
OpenAlex ID: A5031154804
Applying supervised contrastive learning for the detection of diabetic retinopathy and its severity levels from fundus images
2022 · Md Robiul Islam, Lway Faisal Abdulrazak, et al. · Computers in Biology and Medicine · 192
Enhancing agriculture through real-time grape leaf disease classification via an edge device with a lightweight CNN architecture and Grad-CAM
2024 · Md. Jawadul Karim, Md. Omaer Faruq Goni, et al. · Scientific Reports · 168
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An Ensemble Approach for the Prediction of Diabetes Mellitus Using a Soft Voting Classifier with an Explainable AI
2022 · Hafsa Binte Kibria, Md Nahiduzzaman, et al. · Sensors · 157
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Diabetic retinopathy identification using parallel convolutional neural network based feature extractor and ELM classifier
2023 · Md. Nahiduzzaman, Md. Robiul Islam, et al. · Expert Systems with Applications · 152
Fast and Accurate Fault Detection and Classification in Transmission Lines using Extreme Learning Machine
2023 · Md.Omaer Faruq Goni, Md. Nahiduzzaman, et al. · e-Prime - Advances in Electrical Engineering Electronics and Energy · 103
Hybrid CNN-SVD Based Prominent Feature Extraction and Selection for Grading Diabetic Retinopathy Using Extreme Learning Machine Algorithm
2021 · Md. Nahiduzzaman, Md. Robiul Islam, et al. · IEEE Access · 92
An End-to-End Lightweight Multi-Scale CNN for the Classification of Lung and Colon Cancer with XAI Integration
2024 · Mohammad Asif Hasan, Fariha Haque, et al. · Technologies · 84
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Parallel CNN-ELM: A multiclass classification of chest X-ray images to identify seventeen lung diseases including COVID-19
2023 · Md. Nahiduzzaman, Md. Omaer Faruq Goni, et al. · Expert Systems with Applications · 80
Explainable Transformer-Based Deep Learning Model for the Detection of Malaria Parasites from Blood Cell Images
2022 · Md. Robiul Islam, Md. Nahiduzzaman, et al. · Sensors · 80
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A Novel Method for Multivariant Pneumonia Classification Based on Hybrid CNN-PCA Based Feature Extraction Using Extreme Learning Machine With CXR Images
2021 · Md. Nahiduzzaman, Md. Omaer Faruq Goni, et al. · IEEE Access · 79
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Diagnosis of Malaria Using Double Hidden Layer Extreme Learning Machine Algorithm With CNN Feature Extraction and Parasite Inflator
2023 · Md. Omaer Faruq Goni, Md. Nazrul Islam Mondal, et al. · IEEE Access · 48
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Detection of various lung diseases including COVID-19 using extreme learning machine algorithm based on the features extracted from a lightweight CNN architecture
2023 · Md. Nahiduzzaman, Md Omaer Faruq Goni, et al. · Journal of Applied Biomedicine · 39
Graduate Admission Chance Prediction Using Deep Neural Network
2020 · Md. Omaer Faruq Goni, Abdul Matin, et al. · IEEE International Women in Engineering (WIE) Conference on Electrical and Computer Engineering (WIECON-ECE) · 25
Breast Cancer Detection using Deep Neural Network
2020 · Md. Omaer Faruq Goni, Fahim Md. Sifnatul Hasnain, et al. · International Conference on Computer and Information Technology (ICCIT) · 15
Explainable AI Based Malaria Detection Using Lightweight CNN
2023 · Md. Omaer Faruq Goni, Md. Nazrul Islam Mondal · International Conference on Next-Generation Computing, IoT and Machine Learning (NCIM) · 14
A Comparative Analysis of Feature Extraction Methods for Human Opinion Grouping Using Several Machine Learning Techniques
2020 · Tonmoy Hasan, Abdul Matin, et al. · IEEE International Women in Engineering (WIE) Conference on Electrical and Computer Engineering (WIECON-ECE) · 12
Integration of machine learning with economic energy scheduling
2022 · Md. Omaer Faruq Goni, Md. Nahiduzzaman, et al. · International Journal of Electrical Power & Energy Systems · 9
Classification of X-Ray Images for the Automated Severity Grading of Knee Osteoarthritis by Ensemble Learning Through EfficientNet Architectures with Grad-CAM Visualization
2024 · Sajid Fardin Dipto, Md. Omaer Faruq Goni · IEEE International Conference on Power, Electrical, Electronics and Industrial Applications (PEEIACON) · 5
Autism Spectrum Disorder Prognosis Using Machine Learning Algorithms: A Comparative Study
2021 · Oishi Jyoti, Nazmin Islam, et al. · Advances in intelligent systems and computing · 5
Performance Analysis of Classifier for Chronic Kidney Disease Prediction Using SVM, DNN and KNN
2021 · Md. Omaer Faruq Goni, Abdul Matin, et al. · Lecture notes on data engineering and communications technologies · 4
Multiple Major Ocular Disease Classification Using Deep Learning Methods: A Comprehensive Review
2024 · Md. Shafayat Tazoar, Oishi Jyoti, et al. · International Conference on Advancement in Electrical and Electronic Engineering (ICAEEE) · 3
Explainable Automated Brain Tumor Detection Using CNN
2024 · Mohammad Asif Hasan, Hasan Sarker, et al. · Lecture notes in networks and systems · 3
Malaria Detection from RBC Images Using Multi-Functional CNN with Explainable AI
2025 · Md. Mahatab Sakib, Md. Omaer Goni, et al. · International Conference on Computer and Information Technology (ICCIT) · 1
A Novel Deep Learning Framework for Gestational Age Estimation from Fetal Brain MRI Data
2025 · Sumaiya Khatun, Md. Omaer Faruq Goni, et al. · International Conference on Computer and Information Technology (ICCIT)
Beyond the Leaf: Intelligent Lightweight Disease Detection in Tea Plants with Spatial Convolutional Neural Networks and Explainable AI
2025 · Reazul Hasan Prince, Md. Omaer Faruq Goni, et al. · International Conference on Sustainable Technologies for Industry 5.0 (STI)
Works count: 26
Citation count: 1,370
H-index: 14
I10-index: 16
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