A5102510106- Machine Learning and Data Classification
- Ethnobotanical and Medicinal Plants Studies
- Pharmacological Effects of Natural Compounds
- Music and Audio Processing
- Ginger and Zingiberaceae research
- Natural Language Processing Techniques
- Topic Modeling
- Machine Learning and Algorithms
- Data Stream Mining Techniques
- Essential Oils and Antimicrobial Activity
- Natural Antidiabetic Agents Studies
- Speech and Audio Processing
- SARS-CoV-2 and COVID-19 Research
- Machine Learning in Healthcare
- Antibiotic Use and Resistance
- Phytochemistry and Biological Activities
- Pharmacological Effects of Medicinal Plants
- Phytochemicals and Antioxidant Activities
- Respiratory and Cough-Related Research
- Sphingolipid Metabolism and Signaling
- Metabolomics and Mass Spectrometry Studies
- Global Maternal and Child Health
- Caching and Content Delivery
- Medicinal Plants and Neuroprotection
- Emotion and Mood Recognition
Jahangirnagar University
2024-2025
Khulna University
2019-2024
University of Maryland, Baltimore
2023
Kumamoto University
2019-2022
Auburn University
2021
Noakhali Science and Technology University
2013-2020
Bangladesh University of Engineering and Technology
2017
University of Dhaka
2016
ABSTRACT Background and Aims This article explores antibiotic resistance as a critical public health issue in Bangladesh, emphasizing its growing threat to the nation's healthcare system. As developing country, Bangladesh faces unique challenges managing this crisis, with posing significant risks due multidimensional problems both individual broader population. Methods We searched for relevant pieces of literature that discuss problem from global national perspective. Based on importance our...
We thank Dr. Jeff Clyde G. Corpuz for his insightful comment, "Antibiotic Resistance in the Philippines: A Public Health Crisis and Call Urgent Action," on our article [1] which draws critical parallels between antibiotic resistance (AR) challenges Philippines Bangladesh. appreciate emphasis shared drivers of AR, such as self-medication, agricultural misuse, fragmented regulatory frameworks, fully endorse call multisectoral, "One Health" interventions. This correspondence seeks to amplify...
ABSTRACT Background and Aim Climate change refers to long‐term shifts in weather patterns is one of the greatest global threats. Bangladesh among most vulnerable countries, facing severe climate‐induced events. Understanding climate crucial for identifying risks, developing adaptation strategies, mitigating impacts. University students, as future leaders, play a vital role addressing change. This study assesses their knowledge, attitudes, perceptions Bangladesh. Methods A cross‐sectional was...
The genus Zingiber consists of about 85 species and many these are used as food, spices, medicines. One the species, montanum (J. Koenig) Link ex A. Dietr. is native to Southeast Asia has been extensively traditional medicines food. aim this review was collect critically analyze scientific information bioactive compounds pharmacological activities Z. with focus on one main components, zerumbone (ZER). Various studies have reported analysis volatile constituents essential oils from montanum....
Viral epidemics of variable frequency and severity have wreaked havoc panic across the world. The Nipah virus (NiV), which has been linked to multiple outbreaks, mostly in South Southeast Asia, is regarded as one deadliest In Bangladesh, seasonal outbreaks encephalitis caused by NiV occurred annually since 2003. particular, numerous characteristics that highlight its potential a pandemic danger, such human-to-human transmission capability propensity infect humans directly from natural...
The study was conducted to evaluate the in vitro antimicrobial activity, cytotoxic, and membrane stabilization activities, vivo antiemetic antipyretic potentials of ethanolic extract, n-hexane ethyl acetate soluble fractions Spilanthes paniculata leaves for first time widely used traditional treatments Bangladesh. In activity assay, a significant reduction (P < 0.05) observed temperature mice tested. At dose 400 mg/kg-body weight, fraction showed effect (36.7 ± 0.63°C ) as like standard...
The present study aimed at assessing the effect of methanol extract Erioglossum rubiginosum, a widely used shrub like plant in folkloric medicine, experimentally induced inflammation, using human red blood cell (HRBC) membrane stabilization as method. leaves E. rubiginosum and its pet-ether, carbon tetrachloride, chloroform aqueous soluble partitionates were subjected to assays for lysis erythrocytes % inhibition hypotonic solution heat lysis, acetyl salicylic acid standard drug, an vitro...
Aeginetia indica, a perennial herb from the Orobanchaceae family, generally grows as root parasite and is widely distributed in forests of South South-Asian countries. The plant has valuable uses herbal medicine against various diseases, such diabetes, liver arthritis. present study was designed to investigate antidiabetic hepatoprotective effects methanol extract whole A. indica mouse model followed by isolation bioactive compounds their in-silico studies. were evaluated paracetamol-induced...
The rise of big data has amplified the need for efficient, user-friendly automated machine learning (AutoML) tools. However, intricacy understanding domain-specific and defining prediction tasks necessitates human intervention making process time-consuming while preventing full automation. Instead, envision an intelligent agent capable assisting users in conducting AutoML through intuitive, natural conversations without requiring in-depth knowledge underlying (ML) processes. This agent's key...
Zingiber montanum (J. Koenig) Link ex A. Dietr. (Zingiberaceae) is known as “Banada” in Bangladesh, and the rhizomes are frequently used traditional medicines for treatment of constipation, dyspepsia, flatulence, stomach bloating, mosquito repellant. In this study, dried were extracted successively with 95% 50% ethanol combined extract was then subjected to various column chromatographic methods isolate one sesquiterpenoid derivative, zerumbone (1) five kaempferol derivatives, i.e.,...
As big data becomes ubiquitous across domains, and more stakeholders aspire to make the most of their data, demand for machine learning tools has spurred researchers explore possibilities automated (AutoML). AutoML aim accessible non-machine experts (domain experts), improve efficiency learning, accelerate research. But although automation are among AutoML's main selling points, process still requires human involvement at a number vital steps, including understanding attributes...
Human Computer Interaction (HCI) relies on accurate speech emotion identification. Speech Emotion Recognition (SER) analyzes voice signals to classify emotions. English based has been extensively studied, while Bangla SER not. The study integrates a one-dimensional convolution neural network with long short-term memory (LSTM) architecture into fully linked for SER. categorization requires feature inclusion, which this method achieves. We included Additive White Gaussian Noise (AWGN), signal...
Globally, over 81 million people use e-cigarettes, and the majority of them are young adults. Using e-cigarettes causes different types adverse health effects both in adults elderly people. Over time, using has detrimental consequences on lung function, brain development numerous other illnesses.
Software Defined Networking (SDN) decouples the control plane from data plane, thereby enhancing flexibility in network management. Earlier works on SDN modeling only focused packet-level arrivals without considering flow-level arrivals. However, a model cannot correctly reflect probability of sending packets to controller. In this paper, we propose an analytical (TCP connection) and simultaneously. We use method termed as 4D state model, which uses four-dimensional states. have derived...
Zerumbone is a multifunctional compound which shows various biological activities, such as antitumor activity, anti-inflammatory antiulcer etc. However, to use functional foods or medicines, its pharmaceutical properties solubility should be improved. In the present study, we prepared inclusion complexes with cyclodextrin (CyD) derivatives, and evaluated their solubility, release profile of drug cytotoxic activity. Among 11 CyDs, sulfobutylether (SBE)-β-CyD showed highest solubilizing effect...
In this research paper, a wireless stethoscope has introduced that can communicate with smartphone to receive children's heart sound. Along an automated method recognizes children sound abnormalities. That isolation of is based on time-frequency characteristics. Where it preceded using Mel-frequency Cepstral Coefficients (MFCCs) signal processing method. The processed sounds are extracted five feature extraction algorithms. Then classified four support vector machines (SVM) kernel. Total 60...
This paper introduces an automated approach to identify the existence of Resistant Obstructive Sleep Apnea depending on breathing signal. The behavior sounds is carried by decision making sound interval that detect respiratory signal when breathe and hold breathing. We have used capability recording a microphone analyzed frequency presence. Whether data abnormal has been with Audacity software. Respiratory signals are successfully made 89.4% accuracy.
Abstract Background Caesarean delivery plays a significant role in reducing both maternal and child mortality rates. However, overuse of this method can have negative health consequences. This study aimed to provide evidence-based recommendations for healthcare policy reform using the Bangladesh Sample Vital Statistics 2022 report from Bureau (BBS). Methods utilized secondary data Registration System (SVRS) obtained The SVRS, established 1980, collects on vital events, such as births,...
<title>Abstract</title> ChatGPT and Gemini AI are two of the most advanced enhanced large language models widely used worldwide for various purposes. These built to facilitate human civilization with their generative capability produce solutions suggestions different purposes, in a human-like conversation type predictive texts. This study aimed identify potential differences between these case possessing medical knowledge. A set multiple-choice questions (MCQ) was adapted from medicine...