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Author

Pronab Ghosh

Institution: Lakehead University
ORCID: 0000-0002-5524-2328
Observed ORCID: 0000-0002-5524-2328
OpenAlex ID: A5043454773
Efficient Prediction of Cardiovascular Disease Using Machine Learning Algorithms With Relief and LASSO Feature Selection Techniques
2021 · Pronab Ghosh, Sami Azam, et al. · IEEE Access · 582
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AlzheimerNet: An Effective Deep Learning Based Proposition for Alzheimer’s Disease Stages Classification From Functional Brain Changes in Magnetic Resonance Images
2023 · F M Javed Mehedi Shamrat, Shamima Akter, et al. · IEEE Access · 207
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LungNet22: A Fine-Tuned Model for Multiclass Classification and Prediction of Lung Disease Using X-ray Images
2022 · F. M. Javed Mehedi Shamrat, Sami Azam, et al. · Journal of Personalized Medicine · 121
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BreastNet18: A High Accuracy Fine-Tuned VGG16 Model Evaluated Using Ablation Study for Diagnosing Breast Cancer from Enhanced Mammography Images
2021 · Sidratul Montaha, Sami Azam, et al. · Biology · 108
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Optimization of Prediction Method of Chronic Kidney Disease Using Machine Learning Algorithm
2020 · Pronab Ghosh, F. M. Javed Mehedi Shamrat, et al. · International Joint Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP) · 102
A Performance Based Study on Deep Learning Algorithms in the Effective Prediction of Breast Cancer
2021 · Pronab Ghosh, Sami Azam, et al. · International Joint Conference on Neural Networks (IJCNN) · 67
A Comparative Study of Different Machine Learning Tools in Detecting Diabetes
2021 · Pronab Ghosh, Sami Azam, et al. · Procedia Computer Science · 67
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SkinNet-16: A deep learning approach to identify benign and malignant skin lesions
2022 · Pronab Ghosh, Sami Azam, et al. · Frontiers in Oncology · 61
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Implementation of Machine Learning Algorithms to Detect the Prognosis Rate of Kidney Disease
2020 · F. M. Javed Mehedi Shamrat, Pronab Ghosh, et al. · International Conference for Innovation in Technology (INOCON) · 61
Early Prediction of Chronic Kidney Disease: A Comprehensive Performance Analysis of Deep Learning Models
2022 · Chaity Mondol, F. M. Javed Mehedi Shamrat, et al. · Algorithms · 46
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Expert cancer model using supervised algorithms with a LASSO selection approach
2021 · Pronab Ghosh, Asif Karim, et al. · International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering · 38
Use of Efficient Machine Learning Techniques in the Identification of Patients with Heart Diseases
2021 · Pronab Ghosh, Sami Azam, et al. · International Conference on Information System and Data Mining (ICISDM) · 37
A shallow deep learning approach to classify skin cancer using down-scaling method to minimize time and space complexity
2022 · Sidratul Montaha, Sami Azam, et al. · PLoS ONE · 34
Personalization of Job Circular Announcement to Applicants Using Decision Tree Classification Algorithm
2020 · F. M. Javed Mehedi Shamrat, Zarrin Tasnim, et al. · International Conference for Innovation in Technology (INOCON) · 33
An Intelligent Thyroid Diagnosis System Utilizing Multiple Ensemble and Explainable Algorithms With Medical Supported Attributes
2023 · Ananda Sutradhar, Mustahsin Al Rafi, et al. · IEEE Transactions on Artificial Intelligence · 26
A Comparative Study of Different Deep Learning Model for Recognition of Handwriting Digits
2021 · Asif Karim, Pronab Ghosh, et al. · SSRN Electronic Journal · 22
Advancing thyroid care: An accurate trustworthy diagnostics system with interpretable AI and hybrid machine learning techniques
2024 · Ananda Sutradhar, Sharmin Akter, et al. · Heliyon · 21
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Advances in Artificial Intelligence and Blockchain Technologies for Early Detection of Human Diseases
2024 · Shumaiya Akter Shammi, Pronab Ghosh, et al. · IEEE Transactions on Computational Social Systems · 18
BOO-ST and CBCEC: two novel hybrid machine learning methods aim to reduce the mortality of heart failure patients
2023 · Ananda Sutradhar, Mustahsin Al Rafi, et al. · Scientific Reports · 13
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A Robust Deep Learning based Prediction System of Heart Disease using a Combination of Five Datasets
2021 · Ritu Biswas, Abhijith Reddy Beeravolu, et al. · International Conference on Computer Theory and Applications (ICCTA) · 13
A Machine Learning based Proposition for Automated and Methodical Prediction of Liver Disease
2022 · Shorove Tajmen, Asif Karim, et al. · International Conference on Computer and Communications Management (ICCCM) · 11
A Variable Length Key Based Cryptographic Approach on Cloud Data
2019 · Pronab Ghosh, Md. Zahid Hasan, et al. · 9
Human Face Recognition Using Eigenface, SURF Method
2022 · F. M. Javed Mehedi Shamrat, Pronab Ghosh, et al. · Lecture notes in networks and systems · 7
An Intelligent Embedded AC Automation Model with Temperature Prediction and Human Detection
2021 · F. M. Javed Mehedi Shamrat, Pronab Ghosh, et al. · Advances in intelligent systems and computing · 7
MammoSegNet: a convolutional network analysis for segmenting tumor tissue masses in digital mammograms of breast cancer patients
2025 · F M Javed Mehedi Shamrat, Tariqul Islam, et al. · Neural Computing and Applications · 5
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Works count: 37
Citation count: 1,727
H-index: 18
I10-index: 21
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