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An Automated Decision Support System to Analyze Malignancy Patterns of Breast Masses Employing Medically Relevant Features of Ultrasound Images.
J Imaging Inform Med. 2024 Feb;37(1):45-59. doi: 10.1007/s10278-023-00925-7. Epub 2024 Jan 12.
J Imaging Inform Med. 2024.
PMID: 38343240
Free PMC article.
An Automated Broncho-Arterial (BA) Pair Segmentation Process and Assessment of BA Ratios in Children with Bronchiectasis Using Lung HRCT Scans: A Pilot Study.
Azam S, Montaha S, Rafid AKMRH, Karim A, Jonkman M, De Boer F, McCallum G, Masters IB, Chang A.
Azam S, et al. Among authors: rafid akmrh.
Biomedicines. 2023 Jun 30;11(7):1874. doi: 10.3390/biomedicines11071874.
Biomedicines. 2023.
PMID: 37509513
Free PMC article.
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Automated Detection of Broncho-Arterial Pairs Using CT Scans Employing Different Approaches to Classify Lung Diseases.
Azam S, Rafid AKMRH, Montaha S, Karim A, Jonkman M, De Boer F.
Azam S, et al. Among authors: rafid akmrh.
Biomedicines. 2023 Jan 5;11(1):133. doi: 10.3390/biomedicines11010133.
Biomedicines. 2023.
PMID: 36672641
Free PMC article.
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An Effective Ensemble Machine Learning Approach to Classify Breast Cancer Based on Feature Selection and Lesion Segmentation Using Preprocessed Mammograms.
Rafid AKMRH, Azam S, Montaha S, Karim A, Fahim KU, Hasan MZ.
Rafid AKMRH, et al.
Biology (Basel). 2022 Nov 11;11(11):1654. doi: 10.3390/biology11111654.
Biology (Basel). 2022.
PMID: 36421368
Free PMC article.
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MNet-10: A robust shallow convolutional neural network model performing ablation study on medical images assessing the effectiveness of applying optimal data augmentation technique.
Montaha S, Azam S, Rafid AKMRH, Hasan MZ, Karim A, Hasib KM, Patel SK, Jonkman M, Mannan ZI.
Montaha S, et al. Among authors: rafid akmrh.
Front Med (Lausanne). 2022 Aug 16;9:924979. doi: 10.3389/fmed.2022.924979. eCollection 2022.
Front Med (Lausanne). 2022.
PMID: 36052321
Free PMC article.
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A shallow deep learning approach to classify skin cancer using down-scaling method to minimize time and space complexity.
Montaha S, Azam S, Rafid AKMRH, Islam S, Ghosh P, Jonkman M.
Montaha S, et al. Among authors: rafid akmrh.
PLoS One. 2022 Aug 4;17(8):e0269826. doi: 10.1371/journal.pone.0269826. eCollection 2022.
PLoS One. 2022.
PMID: 35925956
Free PMC article.
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BreastNet18: A High Accuracy Fine-Tuned VGG16 Model Evaluated Using Ablation Study for Diagnosing Breast Cancer from Enhanced Mammography Images.
Montaha S, Azam S, Rafid AKMRH, Ghosh P, Hasan MZ, Jonkman M, De Boer F.
Montaha S, et al. Among authors: rafid akmrh.
Biology (Basel). 2021 Dec 17;10(12):1347. doi: 10.3390/biology10121347.
Biology (Basel). 2021.
PMID: 34943262
Free PMC article.
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