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

por Montaha, Sidratul, Azam, Sami, Rafid, A. K. M. Rakibul Haque, Islam, Sayma, Ghosh, Pronab, Jonkman, Mirjam
Publicado 2022

Automated Detection of Broncho-Arterial Pairs Using CT Scans Employing Different Approaches to Classify Lung Diseases

por Azam, Sami, Rafid, A.K.M. Rakibul Haque, Montaha, Sidratul, Karim, Asif, Jonkman, Mirjam, De Boer, Friso
Publicado 2023

An Effective Ensemble Machine Learning Approach to Classify Breast Cancer Based on Feature Selection and Lesion Segmentation Using Preprocessed Mammograms

por Rafid, A. K. M. Rakibul Haque, Azam, Sami, Montaha, Sidratul, Karim, Asif, Fahim, Kayes Uddin, Hasan, Md. Zahid
Publicado 2022

An Automated Broncho-Arterial (BA) Pair Segmentation Process and Assessment of BA Ratios in Children with Bronchiectasis Using Lung HRCT Scans: A Pilot Study

por Azam, Sami, Montaha, Sidratul, Rafid, A. K. M. Rakibul Haque, Karim, Asif, Jonkman, Mirjam, De Boer, Friso, McCallum, Gabrielle, Masters, Ian Brent, Chang, Anne
Publicado 2023

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

por Montaha, Sidratul, Azam, Sami, Rafid, A. K. M. Rakibul Haque, Hasan, Md. Zahid, Karim, Asif, Hasib, Khan Md., Patel, Shobhit K., Jonkman, Mirjam, Mannan, Zubaer Ibna
Publicado 2022