Nitun Kumar Podder

• Master of Engineering
• Pabna University of Science and Technology

Emotion recognition in speech is essential for enhancing human-computer interaction (HCI) systems. Despite progress in Bangla speech emotion recognition, challenges remain, including low accuracy, speaker dependency, and poor generalization across emotional expressions. Previous approaches often rely on traditional machine learning or basic deep le...

Comorbidity is the co-existence of one or more diseases that occur concurrently or after the primary disease. Patients may have developed comorbidities for COVID-19 that cause harm to the patient’s organs. Besides, patients with existing comorbidities are at high risk, since mortality rates are strongly influenced by comorbidities or former health...

Glioblastoma (GBM) is the most common fatal cancer whose median survival time is estimated to be 12 to 18 months. GBM occurs in the frontal and temporal lobes of the brain and spread quickly. It’s necessary to trace down GBM because people who are affected by GBM have a great risk to occur comorbidities like Arteries, Leukemia, Pancreatic Neoplasms...

Machine learning (ML) algorithms employ a wide variety of methods such as statistical, probabilistic and optimization that allow machines to learn and predict based on historical data. For these capabilities, ML is substantially used in different cancer prediction. The exact prediction is essential for the planning of cancer treatment. This work ai...

Several studies have been done to identify comorbidities of COVID-19. In this work, we developed an analytical bioinformatics framework to reveal COVID-19 comorbidities, their genomic associations, and molecular mechanisms accomplishing transcriptomic analyses of the RNA-seq datasets provided by the Gene Expression Omnibus (GEO) database, where nor...

Colorectal Cancer (CRC) is the most malignant tumor of the large intestine. In the beginning, some non-cancerous clumps of cells called polyps grow inside the intestine and over the time some of those polyps become CRC. People who are affected by CRC have a significant risk of occurring comorbidities like amyotrophic lateral sclerosis, attention de...

Background: Cardiovascular disease (CVD) is the combination of coronary heart disease, myocardial infarction, rheumatic heart disease, and peripheral vascular disease of the heart and blood vessels. It is one of the leading deadly diseases that causes one-third of the deaths yearly in the globe. Additionally, the risk factors associated with it ma...

Diabetes is a communal illness with a tremendous impact on health and people with diabetes are at suggestively advanced risk for making many types of genetic dysfunction, particularly cancers like liver, uterine, lung, and colon cancer. To precise individuals with diabetes have specifically high levels of insulin in their blood, which could make fo...

COVID-19 is an infectious illness concerning coronavirus that is transmitted through droplets propagated by an infected person exhales, coughs, or sneezes. People affected by coronavirus have a risk to occur respiratory diseases (RDs). The longevity of COVID-19 may appear a vital risk of manifesting RDs. To address these issues, we explored transcr...

The coronavirus disease (COVID-19) caused by SARS-COV-2, a highly infectious pathogen, genetically similar to SARS-COV is an unprecedented worldwide health crisis. Rapidly accumulating clinical research revealed that COVID-19 is manifested by various neurological symptoms and also affects the brain in many ways including direct infection to systemi...

Gastric cancer is a cancer in which malignant cell develops in the inner lining of stomach. The mortality risk of gastric cancer increases when several related diseases arise with it as comorbidity. Nowadays, the severities of gastric cancer and its comorbidity is a global health concern. To deal with this issue we implemented a standard analytical...

Background Type 2 diabetes (T2D) is an interminable illness that makes many types of genetic dysfunction in the human body, particularly to the nerves, veins, kidneys, liver and uterus. T2D existence in a longer period of time may create the risk of building some comorbidities, however the indication of this risk is inadequately comprehended. To ad...