Browsing 2023 by Author "Amin, M Ashraful"
Now showing items 1-6 of 6
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Assessing Early Stage Design of a mHealth App for Gestational Diabetes Mellitus Management in Bangladeshi Women
(The International Diabetes Federation (IDF), 2023, 2023-10)There is significant concern over the rising incidence of Gestational Diabetes Mellitus (GDM) among expectant mothers in Bangladesh [1]. Limited healthcare facilities in rural areas hinder prompt diagnosis and efficient ... -
Kidney Tumor Recognition from Abdominal CT Images using Transfer Learning
(Independent University, Bangladesh (IUB), 2023-10)Kidney tumor is a health concern that affects kidney cells and may leads to mortality depending on their type. Benign tumors can be unproblematic whereas malignant tumors pose the threat of kidney cancer. Early detection ... -
Medical Personal Protective Equipment detection using YOLOv7
(Independent University, Bangladesh, 2023-06)In recent years, healthcare and safety have been a major focus of deep learning research. This paper focuses on the detection of Medical Personal Protective Equipment (MPPE) in the healthcare sector using YOLOv7. Improper ... -
Morphological Classification of Radio Galaxies using Semi-Supervised Group Equivariant CNNs
(Independent University, Bangladesh, 2023-05)Out of the estimated few trillion galaxies, only around a million have been detected through radio frequencies, and only a tiny fraction, approximately a thousand, have been manually classified. We have addressed this ... -
A Study into The Limitations of CNN Recognition on Isolated Bengali Compound Characters
(Independent University, Bangladesh, 2023-07)There are over 265 million Bangla native and non-native speakers, however, the advancements in Bangla Optical Character Recognition is falling behind when compared with other languages because of a broader set of complex ... -
Using an Ensemble Machine Learning Model with Explainable AI (XAI) to Diagnose Gestational Diabetes Mellitus
(The International Diabetes Federation (IDF), 2023, 2023-10)The emergence of gestational diabetes mellitus (GDM) in pregnant women is a serious health concern and an alarming issue. According to the most recent data from the International Diabetes Federation (IDF), in 2021, 16.7 ...
