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Results for “"Saikat Islam Khan"”

16+ results

Accurate brain tumor detection using deep convolutional neural network

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Md. Saikat Islam Khan, Anichur Rahman, Tanoy Debnath, Md. Razaul Karim et al.

Journal: Computational and Structural Biotechnology JournalYear: 2022Citations: 380

Detection and Classification of a brain tumor is an important step to better understanding its mechanism. Magnetic Reasoning Imaging (MRI) is an experimental medical imaging technique that helps the radiologist find the tumor region. However, it is a time taking process and requires expertise to tes...

Life SciencesNeuroscienceNeurologyOpen Access
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Federated learning-based AI approaches in smart healthcare: concepts, taxonomies, challenges and open issues

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Anichur Rahman, Md. Sazzad Hossain, Ghulam Muhammad, Dipanjali Kundu et al.

Journal: Cluster ComputingYear: 2022Citations: 355

Federated Learning (FL), Artificial Intelligence (AI), and Explainable Artificial Intelligence (XAI) are the most trending and exciting technology in the intelligent healthcare field. Traditionally, the healthcare system works based on centralized agents sharing their raw data. Therefore, huge vulne...

Physical SciencesComputer ScienceArtificial IntelligenceOpen Access
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The Gut Microbiota (Microbiome) in Cardiovascular Disease and Its Therapeutic Regulation

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Md. Mominur Rahman, Fahadul Islam, Md. Harun- Or-Rashid, Abdullah Al Mamun et al.

Journal: Frontiers in Cellular and Infection MicrobiologyYear: 2022Citations: 240

In the last two decades, considerable interest has been shown in understanding the development of the gut microbiota and its internal and external effects on the intestine, as well as the risk factors for cardiovascular diseases (CVDs) such as metabolic syndrome. The intestinal microbiota plays a pi...

Life SciencesBiochemistry, Genetics and Molecular BiologyMolecular BiologyOpen Access
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Multifunctional roles and pharmacological potential of β-sitosterol: Emerging evidence toward clinical applications

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Zidan Khan, Nikhil Nath, Abdur Rauf, Talha Bin Emran et al.

Journal: Chemico-Biological InteractionsYear: 2022Citations: 229

Currently, available therapeutic medications are both costly as well as not entirely promising in terms of potency. So, new candidates from natural resources are of research interest to find new alternative therapeutics. A well-known combination is a β-sitosterol, a plant-derived nutrient with antic...

Life SciencesBiochemistry, Genetics and Molecular BiologyMolecular Biology
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Water quality prediction and classification based on principal component regression and gradient boosting classifier approach

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Md. Saikat Islam Khan, Nazrul Islam, Jia Uddin, Sifatul Islam et al.

Journal: Journal of King Saud University - Computer and Information SciencesYear: 2021Citations: 213

Estimating water quality has been one of the significant challenges faced by the world in recent decades. This paper presents a water quality prediction model utilizing the principal component regression technique. Firstly, the water quality index (WQI) is calculated using the weighted arithmetic in...

Physical SciencesEnvironmental ScienceWater Science and TechnologyOpen Access
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Propolis: An update on its chemistry and pharmacological applications

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Rajib Hossain, Cristina Quispe, Rasel Ahmed Khan, Abu Saim Mohammad Saikat et al.

Journal: Chinese MedicineYear: 2022Citations: 188

Abstract Propolis, a resinous substance produced by honeybees from various plant sources, has been used for thousands of years in traditional medicine for several purposes all over the world. The precise composition of propolis varies according to plant source, seasons harvesting, geography, type of...

Life SciencesAgricultural and Biological SciencesInsect ScienceOpen Access
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Machine learning and deep learning-based approach in smart healthcare: Recent advances, applications, challenges and opportunities

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Anichur Rahman, Tanoy Debnath, Dipanjali Kundu, Md. Saikat Islam Khan et al.

Journal: AIMS Public HealthYear: 2024Citations: 179

In recent years, machine learning (ML) and deep learning (DL) have been the leading approaches to solving various challenges, such as disease predictions, drug discovery, medical image analysis, etc., in intelligent healthcare applications. Further, given the current progress in the fields of ML and...

Health SciencesHealth ProfessionsHealth Information ManagementOpen Access
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The Multifunctional Role of Herbal Products in the Management of Diabetes and Obesity: A Comprehensive Review

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Md. Mominur Rahman, Md. Rezaul Islam, Sheikh Shohag, Md. Emon Hossain et al.

Journal: MoleculesYear: 2022Citations: 156

Obesity and diabetes are the most demanding health problems today, and their prevalence, as well as comorbidities, is on the rise all over the world. As time goes on, both are becoming big issues that have a big impact on people's lives. Diabetes is a metabolic and endocrine illness set apart by hyp...

Health SciencesMedicineEndocrinology, Diabetes and MetabolismOpen Access
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A renewed concept on the MAPK signaling pathway in cancers: Polyphenols as a choice of therapeutics

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Juhaer Anjum, Saikat Mitra, Rajib Das, Roksana Alam et al.

Journal: Pharmacological ResearchYear: 2022Citations: 125

Abnormalities in the mitogen-activated protein kinase (MAPK) signaling pathway are a key contributor to the carcinogenesis process and have therefore been implicated in several aspects of tumorigenesis, including cell differentiation, proliferation, invasion, angiogenesis, apoptosis, and metastasis....

Health SciencesMedicineBiochemistry
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Diallyl Disulfide: A Bioactive Garlic Compound with Anticancer Potential

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Saikat Mitra, Rajib Das, Talha Bin Emran, Rafiuddin Khan Labib et al.

Journal: Frontiers in PharmacologyYear: 2022Citations: 114

Cancer is a life-threatening disease caused by the uncontrolled division of cells, which culminates in a solid mass of cells known as a tumor or liquid cancer. It is the leading cause of mortality worldwide, and the number of cancer patients has been increasing at an alarming rate, with an estimated...

Life SciencesAgricultural and Biological SciencesPlant ScienceOpen Access
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Nutritional Value, Medicinal Importance, and Health-Promoting Effects of Dietary Mushroom (Pleurotus ostreatus)

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Kaisun Nesa Lesa, Mayeen Uddin Khandaker, Mohammad Rashed Iqbal Faruque, Rohit Sharma et al.

Journal: Journal of Food QualityYear: 2022Citations: 105

Pleurotus ostreatus is the second cultivated and most popular edible mushroom after Agaricus bisporus worldwide. As dietary supplements, nutraceuticals like Pleurotus ostreatus that go beyond the usual health benefits of mushrooms are becoming more popular. The objective of this study is to put toge...

Health SciencesMedicinePharmacologyOpen Access
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Normalized Approach to Find Optimal Number of Topics in Latent Dirichlet Allocation (LDA)

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Mahedi Hasan, Anichur Rahman, Md. Razaul Karim, Md. Saikat Islam Khan et al.

Journal: Advances in intelligent systems and computingYear: 2020Citations: 99
Physical SciencesComputer ScienceArtificial Intelligence
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Fucoxanthin: A Promising Phytochemical on Diverse Pharmacological Targets

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Mumtaza Mumu, Ayan Das, Talha Bin Emran, Saikat Mitra et al.

Journal: Frontiers in PharmacologyYear: 2022Citations: 93

Fucoxanthin (FX) is a special carotenoid having an allenic bond in its structure. FX is extracted from a variety of algae and edible seaweeds. It has been proved to contain numerous health benefits and preventive effects against diseases like diabetes, obesity, liver cirrhosis, malignant cancer, etc...

Life SciencesAgricultural and Biological SciencesAquatic ScienceOpen Access
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Pectin: A Bioactive Food Polysaccharide with Cancer Preventive Potential

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Talha Bin Emran, Fahadul Islam, Saikat Mitra, Shyamjit Paul et al.

Journal: MoleculesYear: 2022Citations: 92

Pectin is an acidic heteropolysaccharide found in the cell walls and the primary and middle lamella of land plants. To be authorized as a food additive, industrial pectins must meet strict guidelines set forth by the Food and Agricultural Organization and must contain at least 65% polygalacturonic a...

Life SciencesAgricultural and Biological SciencesPlant ScienceOpen Access
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MultiNet: A deep neural network approach for detecting breast cancer through multi-scale feature fusion

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Saikat Islam Khan, Ashef Shahrior, Md. Razaul Karim, Mahmodul Hasan et al.

Journal: Journal of King Saud University - Computer and Information SciencesYear: 2021Citations: 83

Breast cancer diagnosis from biopsy tissue images conducted manually by pathologists is costly, time-consuming, and disagreements among specialists. Nowadays, the advancement of the Computer-Aided Diagnosis (CAD) system allows pathologists to identify breast cancer more reliably and quickly.For this...

Physical SciencesComputer ScienceArtificial IntelligenceOpen Access
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