Mohammad Razuanul Hoque, Effi Haque, Md. Rezaul Karim
Cervical cancer is the fourth most common cancer among women worldwide, with approximately 70% of cases involving infection with human papillomavirus (HPV) genotypes 16 and 18. According to International Agency for Research on Cancer, more than 50 million Bangladeshi women are at risk of developing ...
Razuan Karim, Karl Andersson, Mohammad Shahadat Hossain, Jasim Uddin et al.
Bronchopneumonia is an acute or chronic inflammation of the lungs, in which the alveoli and/or interstitial are affected. Usually the diagnosis of Bronchopneumonia is carried out using signs and symptoms of this disease, which cannot be measured since they consist of various types of uncertainty. Co...
Zainal Abedin, Abu Sayeed Chowdhury, Mohammad Shahadat Hossain, Karl Andersson et al.
Wireless Sensor Networks (WSN) have been highly developed which can be used in agriculture to enable optimal irrigation scheduling. Since there is an absence of widely used available methods to support effective agriculture practice in different weather conditions, WSN technology can be used to opti...
Sristy Shidul Nath, Razuan Karim, Mahdi H. Miraz
The Internet is currently the largest platform for global communication including expressions of opinions, reviews, contents, images, videos and so forth. Moreover, social media has now become a very broad and highly engaging platform due to its immense popularity and swift adoption trend. Increased...
Mohammad Shahadat Hossain, Ahmed Afif Monrat, Mamun Hasan, Razuan Karim et al.
Mental disorder is a change of mental or behavioral pattern that causes sufferings and impairs the ability to function in ordinary life. In psychopathology, the assessment methods of mental disorder contain various types of uncertainties associated with signs and symptoms. This study identifies a me...
Md. Zainal Abedin, Kazy Noor e Alam Siddiquee, M. S. Bhuyan, Razuan Karim et al.
The following topics are dealt with: Internet of Things; wireless sensor networks; telecommunication traffic; Internet; mobile computing; quality of service; Linux; wireless LAN; medical computing; learning (artificial intelligence).
M. Al-Amin Shawon, Md Yousuf, Enayetur Raheem, Sium Ahmed et al.
Hepatocellular carcinoma (HCC) is the sixth most common cancer and the third most common cause of cancer mortality worldwide. Infection with hepatitis B virus (HBV) and/or hepatitis C virus (HCV) is the most predominant cause of HCC. Concerns arise for the presence of additional risk factors, as the...
Prashengit Dhar, Md. Zainal Abedin, Razuan Karim, Fatema-Tuj-Johora et al.
License plate recognition (LPR) is a technology for the authentication of a vehicle by locating and recognizing the license plate number in an image through computer vision techniques and machine learning models. To develop intelligent traffic management such as vehicle monitoring, LPR is a key comp...
Razuan Karim, Mohammad Shahadat Hossain, Md. Saifuddin Khalid, Rashed Mustafa et al.
Razuan Karim, Tanjim Mahmud, Mohammad Sohrab Hossain, Md. Sazzad Hossain et al.
J. Joy, Fahim Faysal Sakib, Md. Sajjadul Islam Juel, Mustary Rahman Prottasha et al.
Software defect prediction (SDP) is one of the significant activities for the quality and reliability of software systems. Ensemble learning techniques have recently become very popular because they combine the strength of more than one base Machine Learning model to achieve improved accuracy. In th...
Musaddiq Al Karim, Yeasmin Ara, Razuan Karim
Skin cancer is the most prevalent form of cancer worldwide. Early diagnosis is essential for improving patient outcomes. This work benchmarks three state-of-the-art deep learning models, namely GoogLeNet-InceptionV3, EfficientNetV2B3, and Swin Transformer, for skin cancer classification using the de...
Papri Saha, Md. Sazib Ahmed, Razuan Karim
Falls cause severe health issues among the aging population, requiring viable, real-time fall detection systems to be deployed in clinical settings. This study introduces an explainable, uncertainty-calibrated fall detector deployed at the edge, addressing the major shortcomings of existing methodol...
Tahmid Enam Shrestha, Mah-Isha Khan, Razuan Karim
Acute Lymphoblastic Leukaemia (ALL) is an aggressive form of blood cancer that originates in the bone marrow and spreads into the bloodstream, which has been a deadly illness for patients. Timely diagnosis is essential for successful treatment and improved recovery outcomes. While several studies ha...
Fahim Faysal Sakib, Md. Sajjadul Islam Juel, Zinniya Tafannum, J. Joy et al.
Software Bug Prediction (SBP) is essential to control overall software quality. As systems become complex, faults increase, and early prediction is needed to enhance quality and reduce expenses. This paper provides a technical study of thirteen Machine Learning (ML) techniques for predicting softwar...
Mirza Asif Mahmud, Khandaker Tabin Hasan, Razuan Karim
The stability and adaptability of the intrusion detection systems (IDS) are of prime importance in the current scenario of continuous combat between cyber attackers and defenders in cyber-crime activity. Those dedicated rule-based systems have made considerable advancements in detecting established ...