Mirza Muntasir Nishat, Fahim Faisal, Ishrak Jahan Ratul, Abdullah Al-Monsur et al.
Heart failure is a chronic cardiac condition characterized by reduced supply of blood to the body due to impaired contractile properties of the muscles of the heart. Like any other cardiac disorder, heart failure is a serious ailment limiting the activities and curtailing the lifespan of the patient...
Mirza Muntasir Nishat, Fahim Faisal, Rezuanur Rahman Dip, Sarker Md. Nasrullah et al.
INTRODUCTION: Chronic Kidney Disease refers to the slow, progressive deterioration of kidney functions. However, the impairment is irreversible and imperceptible up until the disease reaches one of the later stages, demanding early detection and initiation of treatment in order to ensure a good prog...
Mosfiqun Nahid Hassan, A. B. M. Alim Al Islam, Fahim Faisal, Farida Habib Semantha et al.
In recent years, people are getting more conscious of the environment they are living in. This consciousness is driving the need to develop a reliable environmental monitoring system. An environmental air quality monitoring system also has industrial application. In mining or in heavy industry, ther...
Md. Asfi-Ar-Raihan Asif, Mirza Muntasir Nishat, Fahim Faisal, Md. Fahim Shikder et al.
This paper presents a comprehensive study of investigating the performance of different machine learning algorithms in the diagnosis of thyroid disease. Detecting thyroid disease at an early stage is a task of utmost significance because fatal thyroid diseases like thyroid cancer can be fully cured ...
Md. Raqibur Rahman, Sanzana Tabassum, Ehtashamul Haque, Mirza Muntasir Nishat et al.
With the growing popularity and decreasing cost of solar power, crystalline solar panels have been widely adopted in residential and commercial applications. Increased production and prolonged usage of photovoltaic (PV) modules necessitate automatic detection of defects in utility-scale solar power ...
Fahim Faisal Niloy, Kishor Kumar Bhaumik, Simon S. Woo
Conventional forgery localizing methods usually rely on different forgery footprints such as JPEG artifacts, edge inconsistency, camera noise, etc., with cross-entropy loss to locate manipulated regions. However, these methods have the disadvantage of over-fitting and focusing on only a few specific...
Zubayer Kabir Eisham, Md. Monzurul Haque, Md. Samiur Rahman, Mirza Muntasir Nishat et al.
Multilevel image thresholding and image clustering, two extensively used image processing techniques, have sparked renewed interest in recent years due to their wide range of applications. The approach of yielding multiple threshold values for each color channel to generate clustered and segmented i...
Mirza Muntasir Nishat, Tasnimul Hasan, Sarker Md. Nasrullah, Fahim Faisal et al.
Parkinson's Disease is caused by a decline in the production of dopamine due to the degeneration of brain cells. Dopamine is responsible for the communication between parts of the brain associated with the control and fluency of body movements. Hence, the disease manifests with a spectrum of movemen...
Mirza Muntasir Nishat, Fahim Faisal, Anik Jawad Evan, Md. Moshiour Rahaman et al.
This paper delineates a conventional buck converter controlled by optimized PID controller where Genetic Algorithm (GA) is employed with a view to enhancing the performance by analyzing the performance parameters. Genetic Algorithm is a probabilistic search algorithm which is substantially used as a...
Ishrak Jahan Ratul, Abdullah Al-Monsur, Bushra Tabassum, Abrar Mohammad Ar-Rafi et al.
Cervical cancer is a vital public health issue that affects women worldwide. As it is a fatal disease, early risk prediction of cervical cancer can play an important role in prevention by raising public awareness of this disease. Early prediction using a Machine Learning (ML) model can be a benefici...
Ahnaf Akif Rahman, Muntequa Imtiaz Siraji, Lamim Ibtisam Khalid, Fahim Faisal et al.
The mental state of a person is a combination of very complex neural activities which determine the current state of mind. It depends on a lot of external factors as well as internal factors of the brain itself. It is possible to determine an individual's mental state by analyzing their EEG patterns...
Rahul Rao Vokerla, Bharanidharan Shanmugam, Sami Azam, Asif Karim et al.
In recent decades, Information Technology has contributed fundamentally to the development of financial markets, reforming the way in which financial institutions interact with each other. However, the established practices and norms of this sector may face an all-out overhaul as remarkable innovati...
Mirza Muntasir Nishat, Fahim Faisal, Rezuanur Rahman Dip, Md. Fahim Shikder et al.
This paper implies an investigative approach to study the performance of different boosting algorithms in predicting chronic kidney disease (CKD) more accurately. In recent years, CKD has reached a global prevalence with much severity which can lead to end-stage renal disease (ESRD) if not detected ...
Mirza Muntasir Nishat, Fahim Faisal, Tasnimul Hasan, Sarker Md. Nasrullah et al.
Ahnaf Akif Rahman, Fahim Faisal, Mirza Muntasir Nishat, Muntequa Imtiaz Siraji et al.
Epileptic seizure refers to a brief occurrence of signs in the brain caused by abnormally high or synchronized neuronal activity. With the utilization of EEG signal, the epileptic seizure can be identified. However, incorporating machine learning classifiers with this EEG data can significantly cont...