Pronab Ghosh, Sami Azam, Mirjam Jonkman, Asif Karim et al.
Cardiovascular diseases (CVD) are among the most common serious illnesses affecting human health. CVDs may be prevented or mitigated by early diagnosis, and this may reduce mortality rates. Identifying risk factors using machine learning models is a promising approach. We would like to propose a mod...
F. M. Javed Mehedi Shamrat, Shamima Akter, Sami Azam, Asif Karim et al.
Alzheimer’s disease is largely the underlying cause of dementia due to its progressive neurodegenerative nature among the elderly. The disease can be divided into five stages: Subjective Memory Concern (SMC), Mild Cognitive Impairment (MCI), Early MCI (EMCI), Late MCI (LMCI), and Alzheimer’s Disease...
F. M. Javed Mehedi Shamrat, Sami Azam, Asif Karim, Kawsar Ahmed et al.
In this study, multiple lung diseases are diagnosed with the help of the Neural Network algorithm. Specifically, Emphysema, Infiltration, Mass, Pleural Thickening, Pneumonia, Pneumothorax, Atelectasis, Edema, Effusion, Hernia, Cardiomegaly, Pulmonary Fibrosis, Nodule, and Consolidation, are studied ...
Sidratul Montaha, Sami Azam, A. K. M. Rakibul Haque Rafid, Md. Zahid Hasan et al.
Identification of brain tumors and accurate grading at an early stage are crucial in cancer diagnosis, as a timely diagnosis can increase the chances of survival. Considering the challenges and risks of tumor biopsies, noninvasive imaging procedures such as Magnetic Resonance Imaging (MRI) are exten...
Shamima Akter, F. M. Javed Mehedi Shamrat, Sovon Chakraborty, Asif Karim et al.
COVID-19, regarded as the deadliest virus of the 21st century, has claimed the lives of millions of people around the globe in less than two years. Since the virus initially affects the lungs of patients, X-ray imaging of the chest is helpful for effective diagnosis. Any method for automatic, reliab...
F. M. Javed Mehedi Shamrat, Sami Azam, Asif Karim, Md. Rakibul Islam et al.
In recent years, lung disease has increased manyfold, causing millions of casualties annually. To combat the crisis, an efficient, reliable, and affordable lung disease diagnosis technique has become indispensable. In this study, a multiclass classification of lung disease from frontal chest X-ray i...
Mohammad Saidur Rhaman, Shahin Imran, Md. Masudul Karim, Jotirmoy Chakrobortty et al.
Key message 5-aminolevulinic acid (ALA) modulates various defense systems in plants and confers abiotic stress tolerance. Enhancement of crop production is a challenge due to numerous abiotic stresses such as, salinity, drought, temperature, heavy metals, and UV. Plants often face one or more abioti...
Mohammad Imtiaz Hossain, Kalai Selvi A P Yagamaran, Tanzila Afrin, Nasimuzzaman Limon et al.
The graduate unemployment rate is one of the current issues being discussed by higher education scholars. College and university students often face unemployment after spending their valuable time and money in order to receive educational advantages. It makes them are more vulnerable to unfavourable...
Zarrin Tasnim, Sovon Chakraborty, F. M. Javed Mehedi Shamrat, Ali Newaz Chowdhury et al.
In recent years, the area of Medicine and Healthcare has made significant advances with the assistance of computational technology. During this time, new diagnostic techniques were developed. Cancer is the world's second-largest cause of mortality, claiming the lives of one out of every six individu...
Masum Shah Junayed, Afsana Ahsan Jeny, Syeda Tanjila Atik, Nafis Neehal et al.
Skin diseases are very common and nowadays easy to get remedy from. But, sometimes properly diagnosing these diseases can be quite troublesome due to the stiff hard-to-discriminate nature of the symptoms they exhibit. Deep Neural Networks, since its recent advent, has started outperforming different...
Pronab Ghosh, Sami Azam, Khan Md. Hasib, Asif Karim et al.
Breast Cancer is one of the leading causes of death worldwide. Early detection is very important in increasing survival rates. Intensive research is therefore done to improve early detection of such cancers through the use of available technology. This includes various image processing techniques an...
Md. Forhad Hossain, Avijit Ghosh, Mohd Abdullah Al Mamun, Asif Ahammad Miazee et al.
Khan Md. Hasib, Sami Azam, Asif Karim, Ahmed Al Marouf et al.
Searching, retrieving, and arranging text in ever-larger document collections necessitate more efficient information processing algorithms. Document categorization is a crucial component of various information processing systems for supervised learning. As the quantity of documents grows, the perfor...
Pronab Ghosh, Sami Azam, Asif Karim, Mehedi Hassan et al.
A significant proportion of people around the world are currently suffering from the harmful effects of diabetes and a considerable number of them not being identified at an early stage. Over time this may result in serious health problem such as blindness and kidney failure. To accurately classify ...
Sayera Banu, Arman Hossain, Mohammad Khaja Mafij Uddin, Muhammad Reaj Uddin et al.
BACKGROUND: There are limited data on TB among prison inmates in Bangladesh. The aim of the study was to determine the prevalence of pulmonary tuberculosis (TB), its drug resistance and risk factors in Dhaka Central Jail, the largest prison in Bangladesh. METHODS: Cross sectional survey with, active...