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Prediction of Addiction to Drugs and Alcohol Using Machine Learning

Arif, Md. Ariful Islam; Sany, Saiful Islam; Sharmin, Farah; Rahman, Md. Sadekur; Habib, Md. Tarek (International Journal of Electrical and Computer Engineering, 2021)

Nowadays addiction to drugs and alcohol has become a significant threat to the youth of the society as Bangladesh’s population. So, being a conscientious member of society, we must go ahead to prevent these young minds ...
Prediction of Chronic Insomnia using Machine Learning Techniques

Islam, Md. Muhaiminul; Masum, Abu Kaisar Mohammad; Abujar, Sheikh; Hossain, Syed Akhter (Scopus, 2020)

The world is changed extremely over the last decade by the power of technology. Consequently, human lives are undergoing multiple changes that have both positive and negative effects on human health. A lot of virtual ...
Prediction of Heart Diseases Using Machine Learning Approaches

Ahmad, Ahmad Ayid; Polat, Huseyin (Daffodil International University, 2022-07-17)

Now days, we can see the number of heart disease cases increasing highly. Especially old people affected by this. It is so much concerning for the world. We thought about this kind of disease that how we could predict this ...
Prediction of Internet User Satisfaction Levels in Bangladesh Using Data Mining and Analysis of Influential Factors

Bijoy, Md. Hasan Imam; Akhi, Sumiya Alam; Nayeem, Ali Ashraf; Rahman, Md. Mahbubur; Mia, Md. Jueal (Daffodil International University, 2022-04-02)

Today the world has already acknowledged as a global village by the inter-net which has technologically evolved into a significant performance instrument for individuals, businesses, and countries seeking to achieve ...
Prediction of Pneumonia Disease of Newborn Baby Based on Statistical Analysis of Maternal Condition Using Machine Learning Approach

Hasan, Md. Mehedi; Faruk, Md. Omar; Biki, Bidesh Biswas; Riajuliislam, Md; Alam, Khairul; Shetu, Syeda Farjana (2021 11th International Conference on Cloud Computing, Data Science & Engineering (Confluence), IEEE, 2021-03-15)

Pneumonia is one of the common diseases amongst children in Bangladesh. Many children die from pneumonia in Bangladesh. Pneumonia is an infection that infects the air sacs in one or both lungs. In Bangladesh, nearly 50,000 ...
Prediction of Possible Asthma Attack from Air Pollutants

Hoq, Md Nazmul; Alam, Rakibul; Amin, Ashraful (2nd International Conference on Electrical, Computer and Communication Engineering, ECCE 2019, IEEE, 2019-04-04)

Asthma is a chronic, often devastating, condition that has no cure and causes a remarkable economic burden to the associated family as well as to the government and state. But it can be controlled and managed with personal ...
Prediction of Potato Disease from Leaves Using Deep Convolution Neural Network towards a Digital Agricultural System

Al-Amin, Md.; Bushra, Tasfia Anika; Hoq, Md Nazmul (1st International Conference on Advances in Science, Engineering and Robotics Technology 2019, ICASERT 2019, IEEE, 2019-12-19)

Potato is one of the most used crops in the world and 2 nd most important crop in Bangladesh. Our economy is largely affected by the production of potato. But its production is hampered due to different diseases of potato ...
Prediction of Rice Disease from Leaves Using Deep Convolution Neural Network towards a Digital Agricultural System

Al-Amin, Md.; Karim, Dewan Ziaul; Bushra, Tasfia Anika (2019 22nd International Conference on Computer and Information Technology, ICCIT 2019, IEEE, 2020-03-19)

Rice is considered as the main food for about 140 million people in Bangladesh. Rice, as a food, does not only fulfill the protein or calorie intake of an average person, but also rice production plays a vital role in terms ...
Prediction of Thyroid Disease (Hypothyroid) in Early Stage Using Feature Selection and Classification Techniques

Riajuliislam, Md; Rahim, Khandakar Zahidur; Mahmud, Antara (International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD), 2021-04-12)

Thyroid disease is one of the most common diseases among the female mass in Bangladesh. Hypothyroid is a common variation of thyroid disease. It is clearly visible that hypothyroid disease is mostly seen in female patients. ...
Prediction of whiteness index of cotton using bleaching process variables by fuzzy inference system

Naser, Abu; Haque, Md. Ahsanul; Smriti, Shamima Akter; Hussain, Manwar; Farzana, Nawshin; Siddiqa, Fahmida; Islam, Md. Azharul (2018-02-28)

A fuzzy prediction model has been built based on hydrogen peroxide concentration, temperature and time of bleaching as the input variables and knitted fabric whiteness index as the output variable. The process parameters ...
A Predictive Analysis Framework of Heart Disease Using Machine Learning Approaches

Molla, Shourav; Shamrat, F. M. Javed Mehedi; Rafi, Raisul Islam; Umaima, Umme; Umaima, Umme; Hossain, Shahed; Mahmud, Imran (Daffodil International University, 22-06-29)

Heart disease is among the leading causes for death globally. Thus, early identification and treatment are indispensable to prevent the disease. In this work, we propose a framework based on machine learning algorithms ...
A Predictive Analysis of Chronic Kidney Disease by Exploring Important Features

Rahman, Mafizur; Islam, Linta; Rana, Masud; Tazim, Malika Zannat; Sorna, Jannatul Ferdous; Alvi, Syada Tasmia (Daffodil International University, 2022-01-09)

Chronic Kidney Disease is an incurable disease which causes damages to the functions of a kidney gradually. Only proper treatment can prevent the disease from getting worse. Because of proper knowledge about kidney disorders, ...
A Predictive Hypertension Model for Patients with Dyslipidemia and Type 2 Diabetes Mellitus

Ahmad, Wan Muhamad Amir W.; Adnan, Mohamad Nasarudin; Rahman, Nuzlinda Abdul; Ghazali, Farah Muna Mohamad; Aleng, Nor Azlida; Yudin, Zainab Mat; Alam, Mohammad Khursheed (Bangladesh Medical Research Council, 2023-05-15)

Background:Hypertension is a public health problem used to describe high blood pressure where the blood vessels are persistently increased in force. According to WHO, hypertension has been reported in one in four men and ...
Predictive Model Techniques with Energy Efficiency for IoT-Based Data Transmission in Wireless Sensor Networks

Bharathi, R.; Kannadhasan, S.; Padminidevi, B.; Maharajan, M. S.; Nagarajan, R.; Tonmoy, Mahtab Mashuq (Daffodil International University, 2022-12-20)

Wireless sensor networks are limited by the vast majority of goods with limited resources. Power consumption, network longevity, throughput, routing, and network security are only a few of the research issues that have ...
Predictors of Parental Knowledge of Tobacco Effects on Health and Parental Perceptions on Tobacco Control Measures at Household Level in Selected Urban Residential Areas of Dhaka City, Bangladesh

Haque, Md. Imdadul; Islam, Md. Rabiul; Hasan, Md. Zobaer; Ali, Md. Mokter; Kabir, Russell; Harun, Md. Golam Dostogir (Scopus, 2021)

The study aimed to investigate parental knowledge of tobacco effects on health and parental perceptions on tobacco control measures at households in Dhaka city, Bangladesh. Out of 1436 tobacco-using parents, a total of 400 ...
Preference for Home Births in Rural Bangladesh

Islam, M.M.; Shahjahan, M.; Rahman, M.M. (Journal of Public Health and Development, Scopus, 2021-05-19)

Despite the renewed commitment to increase the rate of health facility-based delivery, more than half of all deliveries still take place at home in rural Bangladesh with the support of traditional birth attendants (TBAs), ...
Preparation and evaluation of SEDDS of simvastatin by in vivo, in vitro and ex vivo technique

Karim, Fahim Tamzeedul; Azad, A. K.; Anwar, Rafi; Miah, Muhammad Masum; Rahman, Md. Shamim; Islam, S. M. Ashraful (Taylor and Francis, 2014-08-20)

The objective of this work was to formulate a Self Emulsifying Drug Delivery System (SEDDS) of simvastatin, a poorly soluble drug and to evaluate by in vivo, in vitro and ex vivo techniques. Oils and surfactants were ...
Preparation of a Novel Nanocomposite and Its Antibacterial Effectiveness against Enterococcus faecalis—An In Vitro Evaluation

Jose, Jerry; Teja, Kavalipurapu Venkata; Janani, Krishnamachari; Alam, Mohammad Khursheed; Khattak, Osama; Salloum, Mahmoud Gamal; Magar, Shilpa S; Magar, Shaliputra P; Rajeshkumar, Shanmugam; Palanivelu, Ajitha; Srivastava, Kumar Chandan; Shrivastava, Deepti (Daffodil International University, 2022-04-07)

The interest in the use of green-mediated synthesis of nanoparticles (NPs) is shown to have increased due to their biocompatibility and reduction of overall production costs. The current study aimed to evaluate a novel ...
Preparation of New Flexible Antenna Based on Sol-Gel Synthesized MgxCa(0.9-x)Zn0.10Fe2O4 Nanoparticle for Microwave Imaging Applications

Rahman, Md Atiqur; Islam, Mohammad Tariqul; Hossain, Amran; Singh, Mandeep Jit; Albadran, Saleh Mohammad; Soliman, Mohamed S.; Samsuzzaman, Md (Daffodil International University, 22-08-24)

This article prepares, MgxCa(0.90-x)Zn0.10Fe2O4 nanoparticle-based new flexible microwave substrate materials to build flexible antennas. The MgxCa(0.90-x)Zn0.10Fe2O4 nanoparticles are synthesized using the sol-gel chemical ...
Preprocessing of Continuous Bengali Speech for Feature Extraction

Hasan, Md. Mehedi; Ali, Hasmot; Hossain, Md. Fahad; Abujar, Sheikh (Scopus, 2020)

As Voice is the most suitable form of communication, voice-based applications are playing a vital role in modern technology for the last few decades. It is not only the trend of modern and efficient technology but also a ...

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