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SciProfiles: 1914199

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Employment (1)

Charles Darwin University: Darwin, Northern Territory, AU

2022 to present | research assistant (computer science)
Employment
Source: Self-asserted source
Sidratul Montaha

Education and qualifications (2)

University of Calgary: Calgary, CA

2023-09 to 2025-08 | Thesis based master (Computer Science)
Education
Source: Self-asserted source
Sidratul Montaha

Daffodil International University: Dhaka, BD

2018-04 to 2022-04 | Bachelor (Computer science and engineering)
Education
Source: Self-asserted source
Sidratul Montaha

Works (11)

Enhancing Autism Spectrum Disorder Classification with Lightweight Quantized CNNs and Federated Learning on ABIDE-1 Dataset

Mathematics
2024-09-16 | Journal article
DOI: 10.3390/math12182886
Contributors: Simran Gupta; Md. Rahad Islam Bhuiyan; Sadia Sultana Chowa; Sidratul Montaha; Rashik Rahman; Sk. Tanzir Mehedi; Ziaur Rahman
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Ergonomic Risk Prediction for Awkward Postures From 3D Keypoints Using Deep Learning

IEEE Access
2023 | Journal article
DOI: 10.1109/ACCESS.2023.3324659
Contributors: Md. Shakhaout Hossain; Sami Azam; Asif Karim; Sidratul Montaha; Ryana Quadir; Friso De Boer; Md. Altaf-Ul-Amin
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MCNN-LSTM: Combining CNN and LSTM to Classify Multi-Class Text in Imbalanced News Data

IEEE Access
2023 | Journal article
DOI: 10.1109/ACCESS.2023.3309697
Contributors: 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
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An Automated Broncho-Arterial (BA) Pair Segmentation Process and Assessment of BA Ratios in Children with Bronchiectasis Using Lung HRCT Scans: A Pilot Study

Biomedicines
2023-06-30 | Journal article
DOI: 10.3390/biomedicines11071874
Contributors: Sami Azam; Sidratul Montaha; A. K. M. Rakibul Haque Rafid; Asif Karim; Mirjam Jonkman; Friso De Boer; Gabrielle McCallum; Ian Brent Masters; Anne Chang
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Automated Detection of Broncho-Arterial Pairs Using CT Scans Employing Different Approaches to Classify Lung Diseases

Biomedicines
2023-01-05 | Journal article
DOI: 10.3390/biomedicines11010133
Contributors: Sami Azam; A.K.M. Rakibul Haque Rafid; Sidratul Montaha; Asif Karim; Mirjam Jonkman; Friso De Boer
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An Effective Approach to Address Processing Time and Computational Complexity Employing Modified CCT for Lung Disease Classification

Intelligent Systems with Applications
2022-11 | Journal article
DOI: 10.1016/j.iswa.2022.200147
Part of ISSN: 2667-3053
Contributors: Inam Ullah khan; Sami Azam; Sidratul Montaha ; Abdullah Al Mahmud; A.K.M. Rakibul Haque Rafid; Md. Zahid Hasan; Mirjam Jonkman
Source: Self-asserted source
Sidratul Montaha

A Robust Framework Combining Image Processing and Deep Learning Hybrid Model to Classify Cardiovascular Diseases Using a Limited Number of Paper-Based Complex ECG Images

Biomedicines
2022-11-07 | Journal article
DOI: 10.3390/biomedicines10112835
Part of ISSN: 2227-9059
Contributors: Kaniz Fatema; Sidratul Montaha ; MD.Awlad Hossen Rony; Sami Azam; Dr. MD Zahid Hasan; Mirjam Jonkman
Source: Self-asserted source
Sidratul Montaha

MNet-10: A robust shallow convolutional neural network model performing ablation study on medical images assessing the effectiveness of applying optimal data augmentation technique

Frontiers in Medicine
2022-08-16 | Journal article
DOI: 10.3389/fmed.2022.924979
Part of ISSN: 2296-858X
Contributors: Sidratul Montaha ; Sami Azam; A. K. M. Rakibul Haque Rafid; Md. Zahid Hasan; Asif Karim; Khan Md. Hasib; Shobhit K. Patel; Mirjam Jonkman; Zubaer Ibna Mannan
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Sidratul Montaha

A shallow deep learning approach to classify skin cancer using down-scaling method to minimize time and space complexity

PLOS ONE
2022-08-04 | Journal article | Author
DOI: 10.1371/journal.pone.0269826
Part of ISSN: 1932-6203
Contributors: Sidratul Montaha ; Sami Azam; A. K. M. Rakibul Haque Rafid; Sayma Islam; Pronab Ghosh; Mirjam Jonkman
Source: Self-asserted source
Sidratul Montaha
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TD-CNN-LSTM: A Hybrid approach combining CNN and LSTM to classify brain tumor on 3D MRI scans performing ablation study

IEEE Access
2022-06-03 | Journal article
DOI: 10.1109/access.2022.3179577
Part of ISSN: 2169-3536
Source: Self-asserted source
Sidratul Montaha
grade
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BreastNet18: A High Accuracy Fine-Tuned VGG16 Model Evaluated Using Ablation Study for Diagnosing Breast Cancer from Enhanced Mammography Images

Biology
2021-12-17 | Journal article
DOI: 10.3390/biology10121347
Part of ISSN: 2079-7737
Source: Self-asserted source
Sidratul Montaha
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