المؤلفون: F M Javed Mehedi Shamrat, Mohd Yamani Idna Idris, Xujuan Zhou, Majdi Khalid, Sharmin Sharmin, Zeseya Sharmin, Kawsar Ahmed, Mohammad Ali Moni

المصدر: Heliyon, Vol 10, Iss 19, Pp e38596- (2024)

مصطلحات موضوعية: Pollen grain classification, Image processing, Deep learning, PollenNet model, Explainable AI, Science (General), Q1-390, Social sciences (General), H1-99

وصف الملف: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2405844024146270; https://doaj.org/toc/2405-8440

URL الوصول: https://doaj.org/article/1c7ff0d4314541c8b9059e7098b4f522

المؤلفون: Ananda Sutradhar, Sharmin Akter, F M Javed Mehedi Shamrat, Pronab Ghosh, Xujuan Zhou, Mohd Yamani Idna Bin Idris, Kawsar Ahmed, Mohammad Ali Moni

المصدر: Heliyon, Vol 10, Iss 17, Pp e36556- (2024)

مصطلحات موضوعية: Thyroid disease, Machine learning, SMOTE-ENN, Ensemble methods, And explainable AI, Science (General), Q1-390, Social sciences (General), H1-99

وصف الملف: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S240584402412587X; https://doaj.org/toc/2405-8440

URL الوصول: https://doaj.org/article/e2b123d9c5724246b22f6b8599d5f41c

المؤلفون: F M Javed Mehedi Shamrat, Rashiduzzaman Shakil, Sharmin, Nazmul Hoque ovy, Bonna Akter, Md Zunayed Ahmed, Kawsar Ahmed, Francis M. Bui, Mohammad Ali Moni

المصدر: Healthcare Analytics, Vol 5, Iss , Pp 100303- (2024)

مصطلحات موضوعية: Convolutional neural network, Diabetic retinopathy network, Diagnostic analytics, Classification, Feature map, Computer applications to medicine. Medical informatics, R858-859.7

وصف الملف: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2772442524000054; https://doaj.org/toc/2772-4425

URL الوصول: https://doaj.org/article/492d041e53fb45569f93e0bc02c1a49d

المؤلفون: Ananda Sutradhar, Mustahsin Al Rafi, F M Javed Mehedi Shamrat, Pronab Ghosh, Subrata Das, Md Anaytul Islam, Kawsar Ahmed, Xujuan Zhou, A. K. M. Azad, Salem A. Alyami, Mohammad Ali Moni

المصدر: Scientific Reports, Vol 13, Iss 1, Pp 1-16 (2023)

مصطلحات موضوعية: Medicine, Science

وصف الملف: electronic resource

Relation: https://doaj.org/toc/2045-2322

URL الوصول: https://doaj.org/article/e1d56422569b4c19aa89960088b8b0cc

المؤلفون: Tanzim Hossain, F M Javed Mehedi Shamrat, Xujuan Zhou, Imran Mahmud, Md. Sakib Ali Mazumder, Sharmin Sharmin, Raj Gururajan

المصدر: PeerJ Computer Science, Vol 10, p e1950 (2024)

مصطلحات موضوعية: Gastrointestinal (GI) diseases, Endoscopic images, Deep learning, Multi-Fusion Convolutional Neural Network (MF-CNN), Auxiliary fusing layers (AuxFL), Fusion residual block (FuRB), Electronic computers. Computer science, QA75.5-76.95

وصف الملف: electronic resource

Relation: https://peerj.com/articles/cs-1950.pdf; https://peerj.com/articles/cs-1950/; https://doaj.org/toc/2376-5992

URL الوصول: https://doaj.org/article/9ca3afd21d6c41949d06937afd3d249b

المؤلفون: F M Javed Mehedi Shamrat, Shamima Akter, Sami Azam, Asif Karim, Pronab Ghosh, Zarrin Tasnim, Khan Md. Hasib, Friso De Boer, Kawsar Ahmed

المصدر: IEEE Access, Vol 11, Pp 16376-16395 (2023)

مصطلحات موضوعية: Alzheimer's disease, AlzheimerNet, deep learning, MRI imaging, multiclassification, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

وصف الملف: electronic resource

Relation: https://ieeexplore.ieee.org/document/10043854/; https://doaj.org/toc/2169-3536

URL الوصول: https://doaj.org/article/a318d192ab8b4528bbd1dd6c6be8b81e

المؤلفون: Khan Md Hasib, Sami Azam, Asif Karim, Ahmed Al Marouf, F M Javed Mehedi Shamrat, Sidratul Montaha, Kheng Cher Yeo, Mirjam Jonkman, Reda Alhajj, Jon G. Rokne

المصدر: IEEE Access, Vol 11, Pp 93048-93063 (2023)

مصطلحات موضوعية: Big data, text classification, imbalanced data, machine learning, MCNN-LSTM, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

وصف الملف: electronic resource

Relation: https://ieeexplore.ieee.org/document/10233873/; https://doaj.org/toc/2169-3536

URL الوصول: https://doaj.org/article/69f37c9defb54adcbdfbfad607178b1b

المؤلفون: Md Shofiqul Islam, Fahmid Al Farid, F. M. Javed Mehedi Shamrat, Md Nahidul Islam, Mamunur Rashid, Bifta Sama Bari, Junaidi Abdullah, Muhammad Nazrul Islam, Md Akhtaruzzaman, Muhammad Nomani Kabir, Sarina Mansor, Hezerul Abdul Karim

المصدر: PeerJ Computer Science, Vol 10, p e2517 (2024)

مصطلحات موضوعية: SARS-CoV-2 detection, Deep learning, Preprocessing, X-ray image, CT image, Electronic computers. Computer science, QA75.5-76.95

وصف الملف: electronic resource

Relation: https://peerj.com/articles/cs-2517.pdf; https://peerj.com/articles/cs-2517/; https://doaj.org/toc/2376-5992

URL الوصول: https://doaj.org/article/614ae220112a4af7ac8e6a1b1e16df37

المؤلفون: Majdi Khalid, F. M. Javed Mehedi Shamrat, Hanan Alshanbari, Majed Farrash, Thamir M. Qadah

المصدر: IEEE Access, Vol 12, Pp 78641-78656 (2024)

مصطلحات موضوعية: Dynamic selection hybrid classifier, feature selection, explainable AI, thyroid disease, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

Relation: https://ieeexplore.ieee.org/document/10546976/; https://doaj.org/toc/2169-3536; https://doaj.org/article/58c194b817694b8c8307581f4bb1ffc1

الاتاحة: https://doi.org/10.1109/ACCESS.2024.3408869
https://doaj.org/article/58c194b817694b8c8307581f4bb1ffc1

المؤلفون: Md. Murad Hossin, F. M. Javed Mehedi Shamrat, Md Rifat Bhuiyan, Rabea Akter Hira, Tamim Khan, Shourav Molla

مصطلحات موضوعية: Breast cancer detection, Breast cancer Wisconsin, Explainable AI, Feature selection, Machine learning algorithms

Relation: https://doi.org/10.11591/eei.v12i4.4448; oai:zenodo.org:8141021

الاتاحة: https://doi.org/10.11591/eei.v12i4.4448

المؤلفون: Shourav Molla, F. M. Javed Mehedi Shamrat, Raisul Islam Rafi, Umme Umaima, Md. Ariful Islam Arif, Shahed Hossain, Imran Mahmud

مصطلحات موضوعية: Decision tree, Gradient boosting, Heart diseases, Random forest, Univariate feature selection

Relation: https://doi.org/10.11591/eei.v11i5.3942; oai:zenodo.org:7104133

الاتاحة: https://doi.org/10.11591/eei.v11i5.3942

المؤلفون: Md. Obaidur Rahman, F. M. Javed Mehedi Shamrat, Mohammod Abul Kashem, Most. Fahmida Akter, Sovon Chakraborty, Marzia Ahmed, Shobnom Mustary

المصدر: International Journal of Electrical and Computer Engineering (IJECE), 12(4), 3739-3751, (2022-08-01)

مصطلحات موضوعية: Cardiovascular disease, Electrocardiogram monitoring system, Internet of things, Linear regression, Message queuing telemetry transport server

Relation: oai:zenodo.org:6774891

الاتاحة: https://doi.org/10.11591/ijece.v12i4.pp3739-3751

المؤلفون: Chaity Mondol, F. M. Javed Mehedi Shamrat, Md. Robiul Hasan, Saidul Alam, Pronab Ghosh, Zarrin Tasnim, Kawsar Ahmed, Francis M. Bui, Sobhy M. Ibrahim

المصدر: Algorithms; Volume 15; Issue 9; Pages: 308

مصطلحات موضوعية: chronic kidney disease (CKD), OCNN, OANN, OLSTM, Adam, F-measure, precision, sensitivity

وصف الملف: application/pdf

Relation: Evolutionary Algorithms and Machine Learning; https://dx.doi.org/10.3390/a15090308

الاتاحة: https://doi.org/10.3390/a15090308

المؤلفون: F. M. Javed Mehedi Shamrat, Sami Azam, Asif Karim, Rakibul Islam, Zarrin Tasnim, Pronab Ghosh, Friso De Boer

المصدر: Journal of Personalized Medicine; Volume 12; Issue 5; Pages: 680

مصطلحات موضوعية: LungNet22, X-ray image, VGG16, optimizer, CNN, lung disease, deep learning

وصف الملف: application/pdf

Relation: Methodology, Drug and Device Discovery; https://dx.doi.org/10.3390/jpm12050680

الاتاحة: https://doi.org/10.3390/jpm12050680

المؤلفون: Pronab Ghosh, Sami Azam, Ryana Quadir, Asif Karim, F. M. Javed Mehedi Shamrat, Shohag Kumar Bhowmik, Mirjam Jonkman, Khan Md. Hasib, Kawsar Ahmed

المصدر: Frontiers in Oncology, Vol 12 (2022)

مصطلحات موضوعية: skin cancer, principle component analysis, image processing, ROI, Otsu thresholding, machine learning, Neoplasms. Tumors. Oncology. Including cancer and carcinogens, RC254-282

Relation: https://www.frontiersin.org/articles/10.3389/fonc.2022.931141/full; https://doaj.org/toc/2234-943X; https://doaj.org/article/036851322660405db39e524f234a7981

الاتاحة: https://doi.org/10.3389/fonc.2022.931141
https://doaj.org/article/036851322660405db39e524f234a7981

المؤلفون: Saima Afrin, F. M. Javed Mehedi Shamrat, Tafsirul Islam Nibir, Mst. Fahmida Muntasim, Md. Shakil Moharram, M. M. Imran, Md Abdulla

مصطلحات موضوعية: 10.11591/eei.v10i6.3242

Relation: https://doi.org/10.11591/eei.v10i6.3242; oai:zenodo.org:5909232

الاتاحة: https://doi.org/10.11591/eei.v10i6.3242

المؤلفون: Shamima Akter, F. M. Javed Mehedi Shamrat, Sovon Chakraborty, Asif Karim, Sami Azam

المصدر: Biology; Volume 10; Issue 11; Pages: 1174

مصطلحات موضوعية: COVID-19, chest X-ray image, CNN, Mobilenetv2, modified MobileNetV2, performance evaluation

جغرافية الموضوع: agris

وصف الملف: application/pdf

Relation: Bioinformatics; https://dx.doi.org/10.3390/biology10111174

الاتاحة: https://doi.org/10.3390/biology10111174

المؤلفون: Pronab Ghosh, Sami Azam, Mirjam Jonkman, Asif Karim, F. M. Javed Mehedi Shamrat, Eva Ignatious, Shahana Shultana, Abhijith Reddy Beeravolu, Friso De Boer

المصدر: IEEE Access, Vol 9, Pp 19304-19326 (2021)

مصطلحات موضوعية: Heart disease, machine learning, CVD, relief feature selection, LASSO feature selection, decision tree, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

Relation: https://ieeexplore.ieee.org/document/9333574/; https://doaj.org/toc/2169-3536; https://doaj.org/article/91f6547c29a944b6a44e46978589b305

الاتاحة: https://doi.org/10.1109/ACCESS.2021.3053759
https://doaj.org/article/91f6547c29a944b6a44e46978589b305

المؤلفون: F M Javed Mehedi Shamrat

Relation: https://github.com/Shamrat777/Multi-Objective-Hybrid-Model-for-HF-Mortality/tree/v1.0; https://doi.org/10.5281/zenodo.14211500; https://doi.org/10.5281/zenodo.14211501; oai:zenodo.org:14211501

الاتاحة: https://doi.org/10.5281/zenodo.14211501

المؤلفون: Md Harun Or Rashid, S. M Shahriyar, F M Javed Mehedi Shamrat, Tanzil Mahbub, Zarrin Tasnim, Md Zunayed Ahmed

المصدر: 2023 7th International Conference on Trends in Electronics and Informatics (ICOEI).

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::8d9e59b9b44ef94095f81e9ca0ce737c
https://doi.org/10.1109/icoei56765.2023.10125783