Sharmin Sultana
Biographic Data
| ID | 4215218 |
|---|---|
| NAME | Sharmin Sultana |
| GIVEN NAMES | Sharmin |
| FAMILY NAME | Sultana |
| SIGNATURE | SULTANA S |
| AFFILIATIONS | American University |
| ORCID | 0000-0002-1602-925X |
| VERIFIED | Yes |
| TOTAL WORKS | 15 |
| TOTAL CITATIONS | 2 |
| AUTHOR COUNT | 15 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2014 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 1 |
AI-Driven Predictive Analytics for Intelligent Healthcare Monitoring and Early Disease Detection
Incorporation of AI and ML into healthcare monitoring systems has driven the enhancement of the most significant progress in patient care, such as early detection, personalized care, and cost efficiency. This paper presents a new AI solution of a predictive analytics framework specifically designed for healthcare systems with an emphasis on the respiratory imbalance severity. Our experimental setup includes a combination of different machine lear…
Prevalence and experience of violence against persons with disabilities in Bangladesh: Findings from a nationwide mixed-method study
Current prevalence of disability in Bangladesh stands at 7.14%. Due to various misconceptions, stigma, and lack of policies, they are more vulnerable to violence and abuse from perpetrators. However, there is a paucity of research on the prevalence of emotional, physical, and sexual violence in the country. To address this knowledge gap, the current study aims to estimate the prevalence and explore the experiences of emotional abuse, physical, an…
MIS Frameworks for Monitoring and Enhancing U.S. Energy Infrastructure Resilience
This research examines how MIS frameworks strengthen energy infrastructure resilience through consolidated use of predictive models alongside data analytics and crisis management resources. There are multi factors, such as escalating natural disasters and elevated cyber threats with aging infrastructure systems, constantly push. The U.S. energy system toward declining resilience levels. The strategic decision-making and performance enhancement no…
From Data to Value: Leveraging Business Analytics for Sustainable Management Practices
The research explores how business analytics supports sustainable management by aligning organizational objectives with sustainable development goals. It highlights the importance of environmental and social responsibilities for organizations. Business analytics provides valuable insights by turning collected data into actionable value. The study uses online survey data and case study analysis to analyze secondary data from industries like manufa…
Explainable AI in Healthcare: Leveraging Machine Learning and Knowledge Representation for Personalized Treatment Recommendations
In this research, an advanced framework is presented which combines Explainable Artificial Intelligence (XAI), machine learning algorithms and knowledge representation techniques to improve personalized treatment recommendations in healthcare. Random Forest, XGBoost and Deep Neural Networks (DNN) are used in this study to predict optimal treatment plans; thereby, SHAP (Shapley Additive Explanations) and LIME (Local Interpretable Model-Agnostic Ex…
Implementing MIS Solutions to Support the National Energy Dominance Strategy
This research demonstrates how MIS transforms energy independence through combined database integration of national energy boards with environmental regulatory agencies and smart grid technology systems. Numerous countries are now adopting Energy Dominance Strategies to boost home energy production decreasing import dependency preserving environmental sustainability during rising worldwide energy requirements. Management Information Systems funct…
Challenges Encountered by Healthcare Professionals as Frontline Fighters during the Covid-19 Pandemic in Bangladesh: A Qualitative Study
Throughout the pandemic, healthcare professionals (HCPs) around the world encountered numerous challenges. This study was conducted in the middle of the pandemic, from June to November 2021, and explored the multiple issues that HCPs faced in Dhaka, Bangladesh. Thirty doctors and nurses, covering a wide range of workplaces and experiences, were interviewed. A qualitative investigation was performed to assess the influence that diverse organizatio…
A Comparative Review of Machine Learning Algorithms in Supermarket Sales Forecasting with Big Data
Consumers now have more options and comparison shopping when making purchases thanks to the new retail industry's quick expansion. This has increased rivalry among supermarket chains and continuously compressed profit margins. This research uses big data analytics to compare several ML approaches for forecasting grocery sales. The purpose of the research is to assess how well different ML algorithms predict sales. This paper uses supermarket sale…
Exploring the triggering factors for mental stress of university students amid Covid-19 in Bangladesh: A perception-based study
An Extra-European Reader’s Rereading of The Professor
Nineteenth century English novel and the British colonial history share a very special relationship. Though mostly the novels of this period played an important role in constructing the ideology that helped the process of imperialism start and retain, the interaction among different agencies regarding colonial project in any particular novel is very complicated. The paper seeks to re-read the first written but posthumously published novel by Char…
Navigating the crisis landscape: Engaging the ministry of health and United Nations agencies to make abortion care available to Rohingya refugees
This study demonstrates demand for abortion care exists among refugees. It also illustrates that these needs could have been easily overlooked in the complex environment of competing priorities during an emergency. When safe abortion services were made available, with relative ease and institutional support, women sought assistance, saving them from complications of unsafe abortions
Expanding Access to Comprehensive Abortion Care in Humanitarian Contexts: Case Study from the Rohingya Refugee Camps in Bangladesh
The need for comprehensive sexual and reproductive health (SRH) care can be especially acute during humanitarian crises, as women and girls are at increased vulnerability of experiencing sexual violence, unintended pregnancy and pregnancy-related complications. However, in such settings, the chaos of displacement and basic survival may supplant the importance of SRH care, and individuals may also have diminished access to safe services. Abortion …
Antipyretic and anti-nociceptive effects of methanol extract of leaves of Fimbristylis miliacea in mice model
Service Delivery Correlates of Choosing Short-Acting Contraceptives at the Time of Uterine Evacuation in Bangladesh
CONTEXT: The World Health Organization recommends that contraceptives be offered on the day of a uterine evacuation procedure (i.e., induced abortion or postabortion care for an incomplete abortion). Short-acting methods can be initiated on the day of the uterine evacuation, regardless of procedure type. METHODS: Survey data from a facility-based sample of 479 Bangladeshi women aged 18-49 who did not intend to become pregnant in the four months f…
Self medicated antibiotics in Bangladesh: A cross-sectional health survey conducted in the Rajshahi City
The results of this study confirm that antibiotic self-medication is a relatively frequent problem in Bangladesh. Drug Administration of Bangladesh should implement the regulatory controls immediately on the distribution and selling of antibiotics in order to reduce the frequency of antibiotic misuse
Expanding Access to Comprehensive Abortion Care in Humanitarian Contexts: Case Study from the Rohingya Refugee Camps in Bangladesh
The need for comprehensive sexual and reproductive health (SRH) care can be especially acute during humanitarian crises, as women and girls are at increased vulnerability of experiencing sexual violence, unintended pregnancy and pregnancy-related complications. However, in such settings, the chaos of displacement and basic survival may supplant the importance of SRH care, and individuals may also have diminished access to safe services. Abortion …
Self medicated antibiotics in Bangladesh: A cross-sectional health survey conducted in the Rajshahi City
The results of this study confirm that antibiotic self-medication is a relatively frequent problem in Bangladesh. Drug Administration of Bangladesh should implement the regulatory controls immediately on the distribution and selling of antibiotics in order to reduce the frequency of antibiotic misuse
Service Delivery Correlates of Choosing Short-Acting Contraceptives at the Time of Uterine Evacuation in Bangladesh
CONTEXT: The World Health Organization recommends that contraceptives be offered on the day of a uterine evacuation procedure (i.e., induced abortion or postabortion care for an incomplete abortion). Short-acting methods can be initiated on the day of the uterine evacuation, regardless of procedure type. METHODS: Survey data from a facility-based sample of 479 Bangladeshi women aged 18-49 who did not intend to become pregnant in the four months f…
Antipyretic and anti-nociceptive effects of methanol extract of leaves of Fimbristylis miliacea in mice model
An Extra-European Reader’s Rereading of The Professor
Nineteenth century English novel and the British colonial history share a very special relationship. Though mostly the novels of this period played an important role in constructing the ideology that helped the process of imperialism start and retain, the interaction among different agencies regarding colonial project in any particular novel is very complicated. The paper seeks to re-read the first written but posthumously published novel by Char…
Navigating the crisis landscape: Engaging the ministry of health and United Nations agencies to make abortion care available to Rohingya refugees
This study demonstrates demand for abortion care exists among refugees. It also illustrates that these needs could have been easily overlooked in the complex environment of competing priorities during an emergency. When safe abortion services were made available, with relative ease and institutional support, women sought assistance, saving them from complications of unsafe abortions
Expanding Access to Comprehensive Abortion Care in Humanitarian Contexts: Case Study from the Rohingya Refugee Camps in Bangladesh
The need for comprehensive sexual and reproductive health (SRH) care can be especially acute during humanitarian crises, as women and girls are at increased vulnerability of experiencing sexual violence, unintended pregnancy and pregnancy-related complications. However, in such settings, the chaos of displacement and basic survival may supplant the importance of SRH care, and individuals may also have diminished access to safe services. Abortion …
Exploring the triggering factors for mental stress of university students amid Covid-19 in Bangladesh: A perception-based study
A Comparative Review of Machine Learning Algorithms in Supermarket Sales Forecasting with Big Data
Consumers now have more options and comparison shopping when making purchases thanks to the new retail industry's quick expansion. This has increased rivalry among supermarket chains and continuously compressed profit margins. This research uses big data analytics to compare several ML approaches for forecasting grocery sales. The purpose of the research is to assess how well different ML algorithms predict sales. This paper uses supermarket sale…
Prevalence and experience of violence against persons with disabilities in Bangladesh: Findings from a nationwide mixed-method study
Current prevalence of disability in Bangladesh stands at 7.14%. Due to various misconceptions, stigma, and lack of policies, they are more vulnerable to violence and abuse from perpetrators. However, there is a paucity of research on the prevalence of emotional, physical, and sexual violence in the country. To address this knowledge gap, the current study aims to estimate the prevalence and explore the experiences of emotional abuse, physical, an…
MIS Frameworks for Monitoring and Enhancing U.S. Energy Infrastructure Resilience
This research examines how MIS frameworks strengthen energy infrastructure resilience through consolidated use of predictive models alongside data analytics and crisis management resources. There are multi factors, such as escalating natural disasters and elevated cyber threats with aging infrastructure systems, constantly push. The U.S. energy system toward declining resilience levels. The strategic decision-making and performance enhancement no…
From Data to Value: Leveraging Business Analytics for Sustainable Management Practices
The research explores how business analytics supports sustainable management by aligning organizational objectives with sustainable development goals. It highlights the importance of environmental and social responsibilities for organizations. Business analytics provides valuable insights by turning collected data into actionable value. The study uses online survey data and case study analysis to analyze secondary data from industries like manufa…
Explainable AI in Healthcare: Leveraging Machine Learning and Knowledge Representation for Personalized Treatment Recommendations
In this research, an advanced framework is presented which combines Explainable Artificial Intelligence (XAI), machine learning algorithms and knowledge representation techniques to improve personalized treatment recommendations in healthcare. Random Forest, XGBoost and Deep Neural Networks (DNN) are used in this study to predict optimal treatment plans; thereby, SHAP (Shapley Additive Explanations) and LIME (Local Interpretable Model-Agnostic Ex…
Implementing MIS Solutions to Support the National Energy Dominance Strategy
This research demonstrates how MIS transforms energy independence through combined database integration of national energy boards with environmental regulatory agencies and smart grid technology systems. Numerous countries are now adopting Energy Dominance Strategies to boost home energy production decreasing import dependency preserving environmental sustainability during rising worldwide energy requirements. Management Information Systems funct…
Challenges Encountered by Healthcare Professionals as Frontline Fighters during the Covid-19 Pandemic in Bangladesh: A Qualitative Study
Throughout the pandemic, healthcare professionals (HCPs) around the world encountered numerous challenges. This study was conducted in the middle of the pandemic, from June to November 2021, and explored the multiple issues that HCPs faced in Dhaka, Bangladesh. Thirty doctors and nurses, covering a wide range of workplaces and experiences, were interviewed. A qualitative investigation was performed to assess the influence that diverse organizatio…
AI-Driven Predictive Analytics for Intelligent Healthcare Monitoring and Early Disease Detection
Incorporation of AI and ML into healthcare monitoring systems has driven the enhancement of the most significant progress in patient care, such as early detection, personalized care, and cost efficiency. This paper presents a new AI solution of a predictive analytics framework specifically designed for healthcare systems with an emphasis on the respiratory imbalance severity. Our experimental setup includes a combination of different machine lear…
Medicine (8 works) · Computer Science (5 works) · Environmental health (5 works) · Health care (5 works) · Political science (5 works) · Population (4 works) · Abortion (3 works) · Business (3 works) · Family planning (3 works) · Global Maternal and Child Health (3 works)