Mohammad Muhit
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View article: Prevalence, associated factors, and machine learning-based prediction of depression, anxiety, and stress among university students: a cross-sectional study from Bangladesh
Prevalence, associated factors, and machine learning-based prediction of depression, anxiety, and stress among university students: a cross-sectional study from Bangladesh Open
Integrating machine learning with conventional analyses enhances the identification and prediction of factors associated with depression, anxiety, and stress among university students. These findings support the implementation of campus-ba…
View article: Cost-effectiveness of livelihood interventions for families of children with cerebral palsy in rural Bangladesh
Cost-effectiveness of livelihood interventions for families of children with cerebral palsy in rural Bangladesh Open
Background Families of children with Cerebral Palsy (CP) often experience extreme poverty, compounded by limited livelihood opportunities and the added demands of caregiving, which further restrict their ability to earn an income. Targeted…
View article: Association of risk factors with mental illness in a rural community: insights from machine learning models
Association of risk factors with mental illness in a rural community: insights from machine learning models Open
Background Mental health conditions, particularly depression and anxiety, are highly prevalent and impose substantial health burdens globally. Despite advancements in machine learning, there is limited application of these methods in predi…
View article: Childhood disabilities, household poverty, and inequality: A population‐based case–control study in rural Bangladesh
Childhood disabilities, household poverty, and inequality: A population‐based case–control study in rural Bangladesh Open
Aim To explore the relationship between household poverty, inequality, and disability among children in rural Bangladesh. Method This was a matched case–control study in Shahjadpur, northern Sirajganj, Bangladesh. Children aged younger tha…
View article: Psychometric validation of the Bangla Digital Addiction Scale for Teenagers and its associated factors among adolescents: MeLiSA study
Psychometric validation of the Bangla Digital Addiction Scale for Teenagers and its associated factors among adolescents: MeLiSA study Open
Background Digital addiction among adolescents is an escalating concern with profound psychological implications, yet validated tools to measure it and studies exploring its relationship remain limited. Aims To validate the Bangla Digital …
View article: Mental and Behavioral Factors Associated With Food Addiction Among University Students: A Bangladeshi Study
Mental and Behavioral Factors Associated With Food Addiction Among University Students: A Bangladeshi Study Open
Background Food addiction, characterized by the compulsive consumption of highly palatable foods, poses significant health risks, particularly among university students. This study investigates the prevalence of food addiction among Bangla…
View article: Lifetime and past-year suicidal behaviors among adolescents in Bangladesh: A two-stage stratified cluster sampling study
Lifetime and past-year suicidal behaviors among adolescents in Bangladesh: A two-stage stratified cluster sampling study Open
Adolescence is a critical period marked by significant physical and psychological changes, yet there is limited understanding of suicidal behaviors among adolescents in Bangladesh. To address this gap, the MeLiSA study utilizing a two-stag…
View article: The mPower (Mother’s Power) Initiative: Improving Health Behavior Through Peer Support and Health Literacy for Mothers of Children with Cerebral Palsy in Rural Bangladesh
The mPower (Mother’s Power) Initiative: Improving Health Behavior Through Peer Support and Health Literacy for Mothers of Children with Cerebral Palsy in Rural Bangladesh Open
Background/Objectives: Cerebral palsy (CP) affects a substantial number of children, particularly in low- and middle-income countries such as Bangladesh. Maternal health literacy is critical to the health and well-being of children with CP…
View article: Feature Contributions and Predictive Accuracy in Modeling Adolescent Daytime Sleepiness Using Machine Learning: The MeLiSA Study
Feature Contributions and Predictive Accuracy in Modeling Adolescent Daytime Sleepiness Using Machine Learning: The MeLiSA Study Open
Background: Excessive daytime sleepiness (EDS) among adolescents poses significant risks to academic performance, mental health, and overall well-being. This study examines the prevalence and risk factors of EDS in adolescents in Banglades…
View article: Epidemiology of cerebral palsy among children in Ghana
Epidemiology of cerebral palsy among children in Ghana Open
Background: The epidemiology of cerebral palsy (CP) is poorly described in Ghana. These data are crucial for evidence-based intervention for children with CP in the country.Objectives: We aimed to describe the epidemiology of CP among chil…
View article: Nutritional status of children with cerebral palsy in Ghana
Nutritional status of children with cerebral palsy in Ghana Open
Our study contributes important data and a framework to develop guidelines and evidence-based interventions for children with CP in Ghana.
View article: Prevalence and factors associated with digital addiction among students taking university entrance tests: a GIS-based study
Prevalence and factors associated with digital addiction among students taking university entrance tests: a GIS-based study Open
Background The surge in digital media consumption, coupled with the ensuing consequences of digital addiction, has witnessed a rapid increase, particularly after the initiation of the COVID-19 pandemic. Despite some studies exploring speci…
View article: Predicting Suicidal Behaviors in Individuals With Diabetes Using Machine Learning Techniques
Predicting Suicidal Behaviors in Individuals With Diabetes Using Machine Learning Techniques Open
Background: Diabetes management poses significant challenges worldwide, with individuals often facing increased risks of mental health issues, including suicidal behaviors. While traditional statistical methods have been used to assess ris…
View article: Latin American Cerebral Palsy Register (LATAM-CPR): study protocol to develop a collaborative register with surveillance of children with cerebral palsy in Latin American countries
Latin American Cerebral Palsy Register (LATAM-CPR): study protocol to develop a collaborative register with surveillance of children with cerebral palsy in Latin American countries Open
Introduction Cerebral palsy (CP) is one of the leading causes of childhood disability globally with a high burden in low-income and middle-income countries (LMICs). Preliminary findings from the global LMIC CP Register (GLM CPR) suggest th…
View article: Dietary Intake, Feeding Pattern, and Nutritional Status of Children with Cerebral Palsy in Rural Bangladesh
Dietary Intake, Feeding Pattern, and Nutritional Status of Children with Cerebral Palsy in Rural Bangladesh Open
(1) Background: Data on immediate causes of malnutrition among children with Cerebral Palsy (CP) are limited in low- and middle-income countries (LMICs). We aimed to assess the dietary intake pattern, feeding characteristics, and nutrition…
View article: Associated Impairments among Children with Cerebral Palsy in Rural Bangladesh—Findings from the Bangladesh Cerebral Palsy Register
Associated Impairments among Children with Cerebral Palsy in Rural Bangladesh—Findings from the Bangladesh Cerebral Palsy Register Open
Background: We aimed to describe the burden, severity, and underlying factors of associated impairments among children with cerebral palsy (CP) in rural Bangladesh. Methods: This study reports findings from the Bangladesh Cerebral Palsy Re…
View article: Motor impairment and ohrqol of children and adolescents with cerebral palsy with presence of dental caries
Motor impairment and ohrqol of children and adolescents with cerebral palsy with presence of dental caries Open
Background To investigate the association between motor impairment and oral health-related quality of life (OHRQoL) of children and adolescents with cerebral palsy (CP) suffering from dental caries in a low-resource setting. Methods A tota…
View article: The Sexual and Reproductive Health of Adolescents with Cerebral Palsy in Rural Bangladesh: A Qualitative Analysis
The Sexual and Reproductive Health of Adolescents with Cerebral Palsy in Rural Bangladesh: A Qualitative Analysis Open
Adolescents with disability in the Global South have unique sexual and reproductive health (SHR) experiences and needs; however, they are rarely included in SRH discourse. This qualitative study, conducted in rural Bangladesh, used semi-st…
View article: Improving epilepsy control among children with cerebral palsy in rural Bangladesh: a prospective cohort-based study
Improving epilepsy control among children with cerebral palsy in rural Bangladesh: a prospective cohort-based study Open
Objective To define the prevalence and seizure subtypes among children with cerebral palsy (CP) in rural Bangladesh and explore barriers to optimum epilepsy control. Design Prospective cohort study. Setting The study was conducted in Shahj…
View article: Nutrition Interventions for Children with Cerebral Palsy in Low- and Middle-Income Countries: A Scoping Review
Nutrition Interventions for Children with Cerebral Palsy in Low- and Middle-Income Countries: A Scoping Review Open
Background: Malnutrition is substantially higher among children with cerebral palsy (CP) in low- and middle-income countries (LMICs) when compared with the general population. Access to appropriate interventions is crucial for better manag…
View article: A Social Business Model of Early Intervention and Rehabilitation for People with Disability in Rural Bangladesh
A Social Business Model of Early Intervention and Rehabilitation for People with Disability in Rural Bangladesh Open
Background: Despite the high burden of childhood disability in low-and middle-income countries (LMICs), the opportunity for early intervention and rehabilitation is very limited. Studies have found that community-based rehabilitation servi…
View article: Epidemiology of Malnutrition among Children with Cerebral Palsy in Low- and Middle-Income Countries: Findings from the Global LMIC CP Register
Epidemiology of Malnutrition among Children with Cerebral Palsy in Low- and Middle-Income Countries: Findings from the Global LMIC CP Register Open
Background: This study aimed to describe the epidemiology of malnutrition among children with cerebral palsy (CP) in low- and middle-income countries (LMICs). Methods: Data from children with confirmed CP aged <18 years registered into the…
View article: Outcome of Community-Based Early Intervention and Rehabilitation for Children with Cerebral Palsy in Rural Bangladesh: A Quasi-Experimental Study
Outcome of Community-Based Early Intervention and Rehabilitation for Children with Cerebral Palsy in Rural Bangladesh: A Quasi-Experimental Study Open
We evaluated the outcome of a community-based early intervention and habilitation for children with cerebral palsy (CP) in Bangladesh. Children registered on the Bangladesh CP Register (BCPR) were recruited in two groups for this study: Gr…
View article: Epidemiology of eye diseases among children with disability in rural Bangladesh: a population‐based cohort study
Epidemiology of eye diseases among children with disability in rural Bangladesh: a population‐based cohort study Open
Aim To describe the epidemiology of eye diseases among children with disability in rural Bangladesh. Method We established a population‐based cohort of children with disability using the key informant method. Children younger than 18 years…
View article: Nutritional Status of Children with Cerebral Palsy in Gorkha, Nepal: Findings from the Nepal Cerebral Palsy Register
Nutritional Status of Children with Cerebral Palsy in Gorkha, Nepal: Findings from the Nepal Cerebral Palsy Register Open
Background: The study aimed to define the burden and underlying risk factors of malnutrition among children with cerebral palsy (CP) in Gorkha district, Nepal. Methods: The first population-based register of children with CP in Gorkha, Nep…