F. M. Javed Mehedi Shamrat

Department of Computer System and Technology

28H指数

83论文数

2.8K被引数

收录论文 13

发表时间

MammoSegNet: a convolutional network analysis for segmenting tumor tissue masses in digital mammograms of breast cancer patients MammoSegNet：一种用于分割乳腺癌患者数字乳腺X光片中肿瘤组织肿块的卷积网络分析

neural computing applications

IF0

2025-09-19

OAAI

F M Javed Mehedi Shamrat; Tariqul Islam; Xujuan Zhou; Mohd Yamani Idna Idris; Pronab Ghosh; Md Shofiqul Islam; Rashiduzzaman Shakil; Ananda Sutradhar; Kawsar Ahmed; Raj Gururajan

An explainable multi-objective hybrid machine learning model for reducing heart failure mortality 一种用于降低心力衰竭死亡率的可解释多目标混合机器学习模型

PEERJ COMPUTER SCIENCE

IF2.5

2025-02-25

OAAI

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

Challenges issues and future recommendations of deep learning techniques for SARS-CoV-2 detection utilising X-ray and CT images: a comprehensive review

PEERJ COMPUTER SCIENCE

IF2.5

2024-12-24

OAAI

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

Advancing thyroid care: An accurate trustworthy diagnostics system with interpretable AI and hybrid machine learning techniques 推进甲状腺护理: 具有可解释AI和混合机器学习技术的准确可靠诊断系统

HELIYON

IF3.6

2024-09-01

OAAI

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

Development of a multi-fusion convolutional neural network (MF-CNN) for enhanced gastrointestinal disease diagnosis in endoscopy image analysis

PEERJ COMPUTER SCIENCE

IF2.5

2024-04-19

OAAI

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

A Dynamic Selection Hybrid Model for Advancing Thyroid Care With BOO-ST Balancing Method

IEEE ACCESS

IF3.6

2024-01-01

OAAI

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

BOO-ST and CBCEC: two novel hybrid machine learning methods aim to reduce the mortality of heart failure patients Boo-st和CBCEC: 两种新型混合机器学习方法旨在降低心力衰竭患者的死亡率

SCIENTIFIC REPORTS

IF3.9

2023-12-18

OAAI

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

High-precision multiclass classification of lung disease through customized MobileNetV2 from chest X-ray images

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2023-03-01

OAAI

Shamrat, F. M. Javed Mehedi; Azam, Sami; Karim, Asif; Ahmed, Kawsar; Bui, Francis M.; Boer, Friso De

AlzheimerNet: An Effective Deep Learning Based Proposition for Alzheimer's Disease Stages Classification From Functional Brain Changes in Magnetic Resonance Images AlzheimerNet: 一种有效的基于深度学习的阿尔茨海默病分期提案，从磁共振图像中的功能性大脑变化进行分类

IEEE ACCESS

IF3.6

2023-01-01

OAAI

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

MCNN-LSTM: Combining CNN and LSTM to Classify Multi-Class Text in Imbalanced News Data

IEEE ACCESS

IF3.6

2023-01-01

OAAI

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

SkinNet-16: A deep learning approach to identify benign and malignant skin lesions

FRONTIERS IN ONCOLOGY

IF3.3

2022-08-08

OAAI

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

LungNet22: A Fine-Tuned Model for Multiclass Classification and Prediction of Lung Disease Using X-ray Images

JOURNAL OF PERSONALIZED MEDICINE

IF3

2022-04-24

OAAI

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

Efficient Prediction of Cardiovascular Disease Using Machine Learning Algorithms With Relief and LASSO Feature Selection Techniques 使用具有Relief和LASSO特征选择技术的机器学习算法对心血管疾病进行有效预测

IEEE ACCESS

IF3.6

2021-01-01

165

OAAI

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

研究方向