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Pronab Ghosh
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Efficient Prediction of Cardiovascular Disease Using Machine Learning Algorithms with Relief and LASSO Feature Selection Techniques
P. Ghosh, S. Azam, M. Jonkman, A. Karim, F. M. J. M. Shamrat, E. Ignatious ...
IEEE Access, 2021
3702021
Optimization of Prediction Method of Chronic Kidney Disease Using Machine Learning Algorithm
P. Ghosh, F. M. J. M. Shamrat, S. Shultana, S. Afrin, A. Nabila, A. A. Khan
The 15th International Joint Symposium on Artificial Intelligence and …, 2021
78*2021
BreastNet18: a high accuracy fine-tuned VGG16 model evaluated using ablation study for diagnosing breast cancer from enhanced mammography images
S Montaha, S Azam, AKMRH Rafid, P Ghosh, MZ Hasan, M Jonkman, ...
Biology 10 (12), 1347, 2021
642021
A Performance Based Study on Deep Learning Algorithms in the Effective Prediction of Breast Cancer
P Ghosh, S Azam, MH Khan, A Karim, M Jonkman, A Anwar
International Joint Conference on Neural Network (IJCNN 2021), 2021
602021
LungNet22: A Fine-Tuned Model for Multiclass Classification and Prediction of Lung Disease Using X-ray Images
FMJM Shamrat, S Azam, A Karim, R Islam, Z Tasnim, P Ghosh, F De Boer
Journal of Personalized Medicine 12 (5), 680, 2022
582022
Expert Cancer Model Using Supervised Algorithms with a LASSO Selection Approach
Pronab Ghosh, Asif Karim, Syeda Tanjila Atik, Saima Afrin, Mohd Saifuzzaman
International Journal of Electrical and Computer Engineering (IJECE) 11 (3 …, 2021
57*2021
AlzheimerNet: An effective deep learning based proposition for alzheimer’s disease stages classification from functional brain changes in magnetic resonance images
FMJM Shamrat, S Akter, S Azam, A Karim, P Ghosh, Z Tasnim, KM Hasib, ...
IEEE Access 11, 16376-16395, 2023
532023
Implementation of Machine Learning Algorithms to Detect the Prognosis Rate of Kidney Disease
F. M. J. M. Shamrat, P. Ghosh, M. H. Sadek, M. A. Kazi, S. Shultana
IEEE International Conference for Innovation in Technology, 2020
53*2020
A Comparative Study of Different Machine Learning Tools in Detecting Diabetes
P Ghosh, S Azam, A Karim, MM Hassan, MK Roy, M Jonkman
International Conference on Knowledge-Based and Intelligent Information …, 2021
492021
Use of efficient machine learning techniques in the identification of patients with heart diseases
P Ghosh, S Azam, A Karim, M Jonkman, MDZ Hasan
Proceedings of the 2021 5th International Conference on Information System …, 2021
402021
Personalization of Job Circular Advertisement to Candidates Using Decision Tree Classification Algorithm
F. M. J. M. Shamrat, Z. Tasnim, P. Ghosh, A. Majumder, M. Z. Hasan
IEEE International Conference for Innovation in Technology, 1-5, 2020
39*2020
SkinNet-16: A Deep Learning Approach to Identify Benign and Malignant Skin Lesions
P Ghosh, S Azam, R Quadir, A Karim, FM Shamrat, S Kumar Bhowmik, ...
Frontiers in Oncology, 3889, 2022
292022
A Comparative Study of Different Deep Learning Model for Recognition of Handwriting Digits
P Ghosh, AA Anjum, A Karim, MS Junayed, MZ Hasan, MK Hasib, ...
International Conference on IoT Based Control Networks and Intelligent …, 2021
24*2021
A shallow deep learning approach to classify skin cancer using down-scaling method to minimize time and space complexity
S Montaha, S Azam, AKMRH Rafid, S Islam, P Ghosh, M Jonkman
PloS one 17 (8), e0269826, 2022
202022
Early Prediction of Chronic Kidney Disease: A Comprehensive Performance Analysis of Deep Learning Models
C Mondol, FMJM Shamrat, MR Hasan, S Alam, P Ghosh, Z Tasnim, ...
Algorithms 15 (9), 308, 2022
152022
A variable length key based cryptographic approach on cloud data
P Ghosh, MZ Hasan, ST Atik, MI Jabiullah
2019 International Conference on Information Technology (ICIT), 285-290, 2019
112019
An intelligent embedded AC automation model with temperature prediction and human detection
FM Javed Mehedi Shamrat, P Ghosh, I Mahmud, NI Nobel, M Dipu Sultan
Emerging Technologies in Data Mining and Information Security: Proceedings …, 2021
92021
A Robust Deep Learning based Prediction System of Heart Disease using a combination of Five Datasets
R Biswas, AR Beeravolu, A Karim, S Azam, MT Hasan, MS Alam, P Ghosh
31st IEEE International Conference on Computer Theory and Applications …, 2022
82022
A Machine Learning based Proposition for Automated and Methodical Prediction of Liver Disease
S Tajmen, A Karim, AH Mridul, S Azam, P Ghosh, AA Dhaly, MN Hossain
Proceedings of the 10th International Conference on Computer and …, 2022
52022
An Intelligent Thyroid Diagnosis System Utilising Multiple Ensemble and Explainable Algorithms with Medical Supported Attributes
A Sutradhar, M Al Rafi, P Ghosh, FMJM Shamrat, M Moniruzzaman, ...
IEEE Transactions on Artificial Intelligence, 2023
42023
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