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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)

International Peer Reviewed & Refereed Journals, Open Access Journal

IJCRT Peer-Reviewed (Refereed) Journal as Per New UGC Rules.

ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013

Call For Paper - Volume 14 | Issue 3 | Month- March 2026

Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 7.97 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(CrossRef DOI)

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Volume 13 | Issue 1

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  Paper Title: A STUDY ON CUSTOMER SATISFACTION TOWARDS SAMSUNG MOBILES WITH REFERENCE TO COIMBATORE CITY

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT2501617

  Your Paper Publication Details:

  Published Paper ID: - IJCRT2501617

  Register Paper ID - 276138

  Title: A STUDY ON CUSTOMER SATISFACTION TOWARDS SAMSUNG MOBILES WITH REFERENCE TO COIMBATORE CITY

  Author Name(s): YUVA SRI A, Dr M R Lavanya

 Publisher Journal name: IJCRT

 Volume: 13

 Issue: 1

 Pages: f407-f419

 Year: January 2025

 Downloads: 161

 Abstract

This study examines customer satisfaction with Samsung mobile phones in Coimbatore City, focusing on product features, quality, and service. As the mobile phone market continues to expand, Samsung's innovation in technology has contributed significantly to customer loyalty. Using a descriptive research design, the study surveyed 150 respondents in November 2024 to explore factors influencing satisfaction, including camera quality, display, durability, and network connectivity. The findings show that camera quality, display, and durability were highly valued, with network connectivity being the most important factor for overall satisfaction. Additionally, there was a significant relationship between customer satisfaction and age, particularly concerning mobile features, but customer service satisfaction was independent of age. The study concludes that Samsung's technological innovations and user experience are key drivers of customer satisfaction in a competitive market.


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Customer satisfaction, Product features, Quality, Service, Innovation and technology, Customer loyalty, Camera quality, Display, Durability, Network connectivity, Age and satisfaction, Customer service satisfaction, Technological innovations, User experience.

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  Paper Title: The Impact Of Depression In Young Adults

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT2501616

  Your Paper Publication Details:

  Published Paper ID: - IJCRT2501616

  Register Paper ID - 276085

  Title: THE IMPACT OF DEPRESSION IN YOUNG ADULTS

  Author Name(s): Konda Siva Krishna, Gogineni. Lohitha, Juturu. Revathi Devi, Sunkara. Sai Sravanthi, Nadakuduru. Hemanjali

 Publisher Journal name: IJCRT

 Volume: 13

 Issue: 1

 Pages: f398-f406

 Year: January 2025

 Downloads: 170

 Abstract

Young adults are greatly impacted by depression in a variety of areas. In the classroom, it might interfere with focus, drive, and attendance, which can result in poorer marks and a higher dropout rate. Depression can cause social problems such as loneliness, strained relationships, and trouble making and keeping meaningful connections. On an emotional level, it can worsen anxiety, diminish self-worth, and raise the possibility of suicidal thoughts and self-harm. Furthermore, because young adults may try to self-medicate, depression can make them more susceptible to substance usage. Through an analysis of its effects on academic performance, social functioning, emotional well-being, and substance use, this project seeks to understand the complex effects of depression on young adults. The results will help create effective preventative and intervention techniques and advance knowledge of the difficulties young adults with depression confront.


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Depression, Quality of life, Young adults, Physical and Mental health

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  Paper Title: मैथिलीशरण गुप्त : जीवन व स्त्री-दृष्टि

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT2501615

  Your Paper Publication Details:

  Published Paper ID: - IJCRT2501615

  Register Paper ID - 275598

  Title: मैथिलीशरण गुप्त : जीवन व स्त्री-दृष्टि

  Author Name(s): Dr. Umasankar Swarnkar

 Publisher Journal name: IJCRT

 Volume: 13

 Issue: 1

 Pages: f389-f397

 Year: January 2025

 Downloads: 159

 Abstract

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  Paper Title: 'E' Waste : Challenges For Pollution Free Sustainable Development

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT2501614

  Your Paper Publication Details:

  Published Paper ID: - IJCRT2501614

  Register Paper ID - 275194

  Title: 'E' WASTE : CHALLENGES FOR POLLUTION FREE SUSTAINABLE DEVELOPMENT

  Author Name(s): Renu Rastogi

 Publisher Journal name: IJCRT

 Volume: 13

 Issue: 1

 Pages: f380-f388

 Year: January 2025

 Downloads: 133

 Abstract

The information technology has revolutionized the way we live, work and communicate bringing countless benefits and wealth to all its users. The creation of innovative and new technologies and the globalization of the economy have made a whole range of products available and affordable to the people changing their lifestyles significantly. The onset of technological advancement of electrical and electronic appliances is so rapid that new products quickly replace existing models or make certain items of electronic equipment redundant, useless or nonfunctioning, thereby generating a constant source of e-waste generation. Unfortunately, electronic discards are one of the fastest growing segments of our nation's waste stream. E Waste contain toxic substances and non-biodegradable and accumulates in the environment, in the soil, air, water and living things. Improper disposal of e-waste is unbelievably dangerous to the global environment, which is why it is so important to spread awareness on this growing problem and the threatening aftermath. To avoid these toxic effects of e-waste, it is crucial to properly re-cycle, so that items can be recycled, refurbished, resold, or reused.


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Pollution, E Waste, Sustainable development.

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  Paper Title: Microgreens as Functional Food: Potential for Preventing Chronic Diseases

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT2501613

  Your Paper Publication Details:

  Published Paper ID: - IJCRT2501613

  Register Paper ID - 276084

  Title: MICROGREENS AS FUNCTIONAL FOOD: POTENTIAL FOR PREVENTING CHRONIC DISEASES

  Author Name(s): Hinal H. Ghevariya, Nayan K. Jain

 Publisher Journal name: IJCRT

 Volume: 13

 Issue: 1

 Pages: f375-f379

 Year: January 2025

 Downloads: 149

 Abstract

Microgreens, often referred to as "vegetable confetti," are the young, edible seedlings of vegetables and herbs harvested at the cotyledonary leaf stage. Renowned for their vibrant colors, robust flavors, and rich nutritional content, microgreens are increasingly recognized for their potential role in preventing chronic diseases such as cardiovascular diseases, cancer, diabetes, and neurodegenerative disorders. This review critically examines the nutritional composition of microgreens, highlighting their dense concentrations of vitamins, minerals, and bioactive compounds like glucosinolates, polyphenols, and carotenoids. Notably, microgreens often surpass their mature counterparts in nutrient and phytochemical content, making them valuable in addressing dietary deficiencies and promoting health. This review critically examines the role of microgreens as functional foods in chronic disease prevention. By exploring their nutrient-rich profiles, bioactive compounds, and evidence-based health benefits, we highlight their potential to mitigate global challenges like cardiovascular diseases, cancer, diabetes, and neurodegenerative disorders along with obesity and osteoporosis Additionally, this analysis emphasizes the significance of microgreens in fostering healthier dietary habits and advancing research in nutritional biochemistry and disease prevention. In conclusion, this paper highlights the importance of microgreens as a functional food and encourages their inclusion in diets to help prevent chronic diseases. Furthermore, it emphasizes the need for additional research into their bioavailability and long-term health effects, stressing their potential to improve public health and clinical nutrition.


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Microgreens, Bioactive Compounds, functional food, antioxidant activity, Phytochemicals

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  Paper Title: An Analysis Of Digital Payment Systems In India

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT2501612

  Your Paper Publication Details:

  Published Paper ID: - IJCRT2501612

  Register Paper ID - 276079

  Title: AN ANALYSIS OF DIGITAL PAYMENT SYSTEMS IN INDIA

  Author Name(s): Gade Sai Kiranmayee, P.V. Tejasree

 Publisher Journal name: IJCRT

 Volume: 13

 Issue: 1

 Pages: f366-f374

 Year: January 2025

 Downloads: 174

 Abstract

The concord of origin and ancient currency has undergone significant changes over the decades. Despite these changes, the role of currency in facilitating exchange has remained constant. The barter system has given way to money, and now digital payments are transforming the way we conduct transactions. This paper examines the importance of e-payments, various modes of e-payment systems, and the satisfaction level of customers using digital payments. The study also explores the current and future e-payment systems in India. The findings of the study reveal that digital payments are playing a crucial role in controlling tax evasion and detecting illegal transactions. However, security threats, hacking, and server issues remain major concerns. The study suggests that the government must provide a hack-free and threat-free digital system to promote the adoption of digital payments. The paper concludes that the transformation to digital currency is essential for India's globalization process, and a cashless economy can help control illegal activities like money laundering and corruption.


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Digital Payment, Cashless Economy, Security threats

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  Paper Title: Islamic Banking in India: Opportunities & Prospects

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT2501611

  Your Paper Publication Details:

  Published Paper ID: - IJCRT2501611

  Register Paper ID - 276124

  Title: ISLAMIC BANKING IN INDIA: OPPORTUNITIES & PROSPECTS

  Author Name(s): DR. MANOJ KUMAR

 Publisher Journal name: IJCRT

 Volume: 13

 Issue: 1

 Pages: f356-f365

 Year: January 2025

 Downloads: 150

 Abstract

Abstract 'Islamic Banking' system is based on the principles of Islamic law (also known Shariah) and guided by Islamic economics. Two basic principles behind Islamic banking are the sharing of profit and loss and, significantly, the prohibition of the collection and payment of interest. The basic principle of Islamic banking is based on risk sharing, which is a component of trade rather than risk-transfer which is seen in conventional banking. Islamic banking is found in most parts of the world. Islamic Banking has a huge market potential in India as India is the third largest Muslim populated country in the world. In case of India, Banking regulation Act 1949 needs to be suitably modified to introduce Islamic Banking. This paper explores the opportunities and prospects of Islamic banks in India. SWOC analysis will helps to logically examine the chances if this concept would grow or struggling in India. Key words: Islamic Banking, Conventional Banking, Interest, Banking regulation Act-1949, India


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Key words: Islamic Banking, Conventional Banking, Interest, Banking regulation Act-1949, India

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  Paper Title: Ideological Construction In The History Of Bengali Literature: Dinesh Chandra Sen In Focus

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT2501610

  Your Paper Publication Details:

  Published Paper ID: - IJCRT2501610

  Register Paper ID - 276143

  Title: IDEOLOGICAL CONSTRUCTION IN THE HISTORY OF BENGALI LITERATURE: DINESH CHANDRA SEN IN FOCUS

  Author Name(s): Paramita Chakraborty

 Publisher Journal name: IJCRT

 Volume: 13

 Issue: 1

 Pages: f348-f355

 Year: January 2025

 Downloads: 194

 Abstract

Dinesh Chandra Sen (1866-1939), a stalwart name in the history of Bengali literature, structured the first successful book of the history of Bengali literature. His book was 'Bangabhasha O Sahitya' published in 1896. The publisher of the book was Chaitanya Press from Dhaka of undivided Bengal. It was a British Colony then. Many of our scholars had been loud in their voices for the native version of the then-Indian colonial history. Rather the so-called National History is called by Bankim Chandra Chatterjee. Bankim wrote in Calcutta Review "if a Saheb shoots down a bird they register it, but we Indians, rather Bengali do not register or save or write our history." It was a historical remark which was made for the sake of nationalism. Bengali people have an advantage in that ground particularly. Kolkata, the British named Calcutta was the Rajdhani of British rulers. In that context, Bengali people were forced to know English as a great literature and as a language to communicate with their Masters. Babu Bankim Chandra was one of those in the privileged group. He was a servant in upper-class posts like Collector, the District Magistrate, etc., and a product of Nationalist Institute like Calcutta University. Here is the irony of the culture, because Dinesh Chandra was the privileged product of that mentioned University. However, Dinesh Chandra was not a student at Calcutta University. He was one of the Nationalist Project maker team of Sir Ashutosh Mukherjee. I prefer to say the circumstances were highly Nationalist and every scholar was a key figure in that Desi project of the so-called Nation. However, their agenda was different and unique. Dinesh Chandra was not the first historian of Bengali literature. This credit goes to Ramgati Nyayratna (1831-1894). Ramagati wrote the first history book on Bengali literature entitled 'Bangala Bhasha O Bangala Sahitya Bishayak Prostab'. The book was published in 1872, just the next year after the above-mentioned published essay written by Bankim Chandra Chatterjee. So, the History went on in her way. There was a compromising situation for both the rulers and the ruled. the Nationalism of Bengali people emerged in this vulnerable time frame of Nationalist history. Dinesh Chandra Sen and his written histories of Bangla literature is one of those examples. He wrote his remarkable history book entitled 'Bangabhasha O Sahitya' in 1896. The framing of the Nationalism was mostly in the 19th Century. The book was also not exceptional from them. But it was different in its own way as the critics claimed. Dinesh Chandra structures his history in a different view but with the same details. 'Bangabhasha O Sahitya' was a dedicated project of Dinesh Chandra Sen to satisfy the Nationalist minds of Bengali people. This book was a conscious project made by the great Nationalist historian Dinesh Chandra Sen. He maintained his ideology till his death.


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History of Bengali Literature, Nationalism, Dinesh Chandra Sen, Sukumar Sen, Asitkumar Bandyopadhyay, Bamkim Chandra Chatterjee

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  Paper Title: MeFit: Depression Detection Using Smart Watch

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT2501609

  Your Paper Publication Details:

  Published Paper ID: - IJCRT2501609

  Register Paper ID - 274396

  Title: MEFIT: DEPRESSION DETECTION USING SMART WATCH

  Author Name(s): Akash Biswas, Keerti Didwania, Riya Goenka

 Publisher Journal name: IJCRT

 Volume: 13

 Issue: 1

 Pages: f343-f347

 Year: January 2025

 Downloads: 143

 Abstract

This project centers on the creation of an integrated system leveraging smartwatch technology and a web application to detect and monitor depression. The primary goal is to offer individuals a proactive and accessible means of identifying potential signs of depression through continuous smartwatch monitoring. The web application serves as a central platform for data analysis, providing users with insightful feedback and personalized recommendations for mental well-being. By combining wearable technology and web-based analytics, this initiative strives to enhance early detection, monitoring, and management of depression, fostering a more informed and supportive approach to mental health. Furthermore, the integrated system introduces a paradigm shift by not only focusing on early detection but also actively engaging users in their mental health journey. The platform encourages a collaborative approach, allowing individuals to set personalized goals and receive tailored recommendations for interventions based on their unique data patterns. This two-tiered strategy, encompassing both early detection and proactive management, aims to create a comprehensive mental health solution that goes beyond identification, fostering a society that is better equipped to support and prioritize the mental well-being of its individuals.


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Depression Detection, Machine learning, Flutter, Random Forest Algorithm

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  Paper Title: An Experimental Study to Assess the Effect of Topical Heat Application on Dysmenorrhea among Women of age group between 18-30 years in Selected Rural Population at Uttar Pradesh

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT2501608

  Your Paper Publication Details:

  Published Paper ID: - IJCRT2501608

  Register Paper ID - 276073

  Title: AN EXPERIMENTAL STUDY TO ASSESS THE EFFECT OF TOPICAL HEAT APPLICATION ON DYSMENORRHEA AMONG WOMEN OF AGE GROUP BETWEEN 18-30 YEARS IN SELECTED RURAL POPULATION AT UTTAR PRADESH

  Author Name(s): Rana Kamar, Prof. Umesh Kumar Sharma

 Publisher Journal name: IJCRT

 Volume: 13

 Issue: 1

 Pages: f324-f342

 Year: January 2025

 Downloads: 129

 Abstract

Menstruation is a typical physiological event in women that shows her procreative potential. Dysmenorrhea is the most prevalent menstrual condition, affecting 50% of women of childbearing age, and 10% of these women feel incapacitating pain for 1-3 days each month. Dysmenorrhea is a prominent factor in the absence from school, restriction of daily living activities, and lack of social engagement in 60-90% of adolescent girls in India. An experimental study using randomized control trial design was done. The sample size for the study was 60 women. The study findings revealed that most of the women in were having moderate dysmenorrhea. It has been seen that the mean post pain level as evident by numeric pain rating scale in experimental group (2.13) was higher than mean pre pain level as evident by numeric pain rating scale (6.03). The obtained t value 20.55 was significant at 0.01 levels. This shows that mean difference between pre-administration and post administration of heat application was true and topical heat application was effective in pain reduction in experimental group.


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Dysmenorrhoea, Dried ginger powder

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  Paper Title: Effect of Ocimum sanctum (Tulsi) Extract on the Growth and Economic Parameters of the Silkworm Bombyx mori L

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT2501607

  Your Paper Publication Details:

  Published Paper ID: - IJCRT2501607

  Register Paper ID - 275955

  Title: EFFECT OF OCIMUM SANCTUM (TULSI) EXTRACT ON THE GROWTH AND ECONOMIC PARAMETERS OF THE SILKWORM BOMBYX MORI L

  Author Name(s): M.JOSEPH LAL, Dr .S . SUMATHI

 Publisher Journal name: IJCRT

 Volume: 13

 Issue: 1

 Pages: f311-f323

 Year: January 2025

 Downloads: 163

 Abstract

Tulsi (Ocimum sanctum), often referred to as the "Queen of Herbs," is renowned in ancient texts as a spiritual and healing plant. Widely utilized in Ayurveda, Siddha, Unani, Greek, and Roman medicine, Tulsi is revered for its medicinal properties and is a significant part of Hindu spiritual practices. In sericulture, enhancing the quality of silk Fiber is of paramount importance, as silk is a luxury material with high demand. This study investigates the effect of supplementing mulberry leaves with ethanolic extracts of O. sanctum on the growth and economic parameters of silkworms ( Bombyx mori L.), particularly during the fifth instar. The supplementation significantly improved larval growth, cocoon weight, shell weight, and silk quality compared to the control group. Among the tested concentrations, 5% ethanolic extract demonstrated the most pronounced effects. Feeding silkworms with fortified mulberry leaves resulted in superior commercial traits, indicating that O. sanctum extract can serve as a natural growth enhancer in sericulture. This research highlights the potential of O. sanctum supplementation as an eco-friendly, cost-effective strategy to improve silkworm productivity and silk quality, benefiting the sericulture industry.


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Ocimum sanctum plant extract, silk parameters, cocoon parameters, silk worm (Bombyx Mori L), larval developments

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  Paper Title: Proyecta Minds

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT2501606

  Your Paper Publication Details:

  Published Paper ID: - IJCRT2501606

  Register Paper ID - 274981

  Title: PROYECTA MINDS

  Author Name(s): Uday Saptale, Mohan Chhapari, Chaitanya Teke, Aarya Khedekar, Aryan Gidde

 Publisher Journal name: IJCRT

 Volume: 13

 Issue: 1

 Pages: f306-f310

 Year: January 2025

 Downloads: 143

 Abstract

This project introduces a web-based platform designed to facilitate real-time collaboration among college students. It enables users to create profiles, post collaboration requests, and connect with peers possessing complementary skills for project development. The platform features tools for task management, resource sharing, and progress tracking, alongside a built-in virtual code editor powered by Docker containers for seamless coding and execution. By simplifying team formation and project management, the platform fosters innovation, teamwork, and skill development, enhancing the collaborative learning experience and preparing students for academic and professional success.


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Real, Time, Project, Collaboration

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  Paper Title: Hybrid Attention Network For Citrus Citrus Disease Identification

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT2501605

  Your Paper Publication Details:

  Published Paper ID: - IJCRT2501605

  Register Paper ID - 276011

  Title: HYBRID ATTENTION NETWORK FOR CITRUS CITRUS DISEASE IDENTIFICATION

  Author Name(s): Rutika Vaidya, Mrunmayee Surate, Vedant Wagh, Tushar Ballakar, Mangesh Bhandare

 Publisher Journal name: IJCRT

 Volume: 13

 Issue: 1

 Pages: f300-f305

 Year: January 2025

 Downloads: 141

 Abstract

Our research has focused on using a more restricted dataset to devise appropriate deep learning models to identify citrus diseases. Such constructed dataset was achieved by capturing leaf images stricken with diseases such as CYVCV, Canker, and Melanose and encompassing the diversity that real orchards enjoy. Basically our R&D work has used the ResNet-50 platform for developing two new, state-of-the-all data. FdaNet uses wavelet transformations to effectively emphasize attention mechanisms while for HaNet the task has taken place through implementing frequency and channel attention together with convolution kernels for higher feature extraction. Both these models would help in terms of good performance by outperforming current state-of-the-art ventures regarding higher accuracy and reliability.


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The project focuses on using hybrid attention networks and deep learning techniques, such as CNNs, to accurately identify citrus diseases through image processing. It integrates AI and precision agriculture to enhance crop disease management, contributing to smarter and more sustainable farming practices.

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  Paper Title: THE EFFECT OF REMOTE WORK ON TEAM MANAGEMENT AND COMMUNICATION

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT2501604

  Your Paper Publication Details:

  Published Paper ID: - IJCRT2501604

  Register Paper ID - 276094

  Title: THE EFFECT OF REMOTE WORK ON TEAM MANAGEMENT AND COMMUNICATION

  Author Name(s): MOHAMMED ILHAM, JAHNAVI RAI, MEHUL MAHESHWARI, Mohammed Adnan, SANDHYA S

 Publisher Journal name: IJCRT

 Volume: 13

 Issue: 1

 Pages: f293-f299

 Year: January 2025

 Downloads: 151

 Abstract

Working remotely has become a hallmark of the contemporary workplace, presenting both obstacles in team chemistry and communication as well as benefits for flexibility. This paper examines the various ways that distant labor affects organizational management, with a focus on managerial techniques, employee productivity, and communication impediments. We offer solutions to these problems by utilizing technology and creating a unified virtual world, drawing on recent research. The results indicate that in order to improve remote cooperation, firms should adopt new tools and strike a balance between flexibility and structured communication.


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  Paper Title: Phytogenic TiO2 Nanoparticles Synthesized from Cichorium intybus: Antimicrobial Profiling and Wound Healing Potentially

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT2501603

  Your Paper Publication Details:

  Published Paper ID: - IJCRT2501603

  Register Paper ID - 276061

  Title: PHYTOGENIC TIO2 NANOPARTICLES SYNTHESIZED FROM CICHORIUM INTYBUS: ANTIMICROBIAL PROFILING AND WOUND HEALING POTENTIALLY

  Author Name(s): Devi Ougha, Mantesh Kumari Yadav, Manjeet Kilhore

 Publisher Journal name: IJCRT

 Volume: 13

 Issue: 1

 Pages: f275-f292

 Year: January 2025

 Downloads: 158

 Abstract


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Titanium metal , Nanoparticles, Ecofriendly, green synthesis

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  Paper Title: Advancing Thyroid Diagnosis with a Dynamic Selection Hybrid Machine Learning Approach

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT2501602

  Your Paper Publication Details:

  Published Paper ID: - IJCRT2501602

  Register Paper ID - 276059

  Title: ADVANCING THYROID DIAGNOSIS WITH A DYNAMIC SELECTION HYBRID MACHINE LEARNING APPROACH

  Author Name(s): Aala Ravikiran, N. KRISHNA VALLI, J. JAHNAVI, M. KRISHNASAI

 Publisher Journal name: IJCRT

 Volume: 13

 Issue: 1

 Pages: f261-f274

 Year: January 2025

 Downloads: 155

 Abstract

Thyroid issues, including hyperthyroidism and hypothyroidism, affect millions of people around the globe and are notoriously challenging to diagnose accurately due to the complex interplay of clinical, biochemical, and imaging data. In this paper, we introduce a novel Dynamic Selection Hybrid Model (DSHM) that leverages advanced machine learning techniques to enhance the accuracy, efficiency, and personalization of thyroid treatment. To optimize predictive performance and adapt to evolving clinical data, the proposed model combines the strengths of various machine learning algorithms, such as decision trees, support vector machines (SVM), and deep learning networks, within a dynamic feature selection framework. Our hybrid approach features a two-stage process for selecting relevant characteristics: dynamic filtering and ensemble-based selection. These methods adapt to the available data, ensuring that the most pertinent features are utilized for accurate thyroid diagnosis and treatment recommendations. The model takes into account individual differences in thyroid conditions by responding to emerging data patterns and integrating clinical, laboratory, and demographic information for a more thorough and personalized evaluation. Additionally, the use of ensemble learning enhances robustness and minimizes the risk of overfitting, leading to improved generalization and predictive accuracy. This research not only enhances the role of machine learning in healthcare but also marks a significant advancement in the use of intelligent systems for personalized thyroid treatment, providing a more flexible and dependable solution.


Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Thyroid care, machine learning, dynamic feature selection, hybrid model, predictive modelling, medical diagnosis, healthcare analytics, personalized medicine, clinical decision support, ensemble learning, disease prediction, hyperthyroidism, hypothyroidism, support vector machine, decision trees

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Creative Commons Attribution 4.0 and The Open Definition

  Paper Title: Breaking Barriers: Strategies And Outcomes Of Women And Minorities In Leadership Roles

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT2501601

  Your Paper Publication Details:

  Published Paper ID: - IJCRT2501601

  Register Paper ID - 276095

  Title: BREAKING BARRIERS: STRATEGIES AND OUTCOMES OF WOMEN AND MINORITIES IN LEADERSHIP ROLES

  Author Name(s): Mrs.B.Shanthi, Mrs.T.Shobana Devi

 Publisher Journal name: IJCRT

 Volume: 13

 Issue: 1

 Pages: f258-f260

 Year: January 2025

 Downloads: 143

 Abstract

This study explores the systemic challenges faced by women and minorities in attaining and thriving in leadership roles. Drawing on industry case studies, statistical trends, and qualitative data from diverse leaders, it identifies key barriers, effective interventions, and the measurable outcomes of inclusive leadership. The research underscores that equity-driven practices foster innovation, improve organizational performance, and bridge societal divides.


Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Systemic challenges, Women, Minorities, Statistical trends, Qualitative data, Diverse leaders, Effective interventions

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  Paper Title: Critical study of various concepts of personality in Shaddarshanas

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT2501600

  Your Paper Publication Details:

  Published Paper ID: - IJCRT2501600

  Register Paper ID - 276098

  Title: CRITICAL STUDY OF VARIOUS CONCEPTS OF PERSONALITY IN SHADDARSHANAS

  Author Name(s): Anshika Sen, Dr. Kanta Prasad Pokhriyal

 Publisher Journal name: IJCRT

 Volume: 13

 Issue: 1

 Pages: f254-f257

 Year: January 2025

 Downloads: 152

 Abstract

Critical study of various concepts of personality in Shaddarshanas


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Creative Commons Attribution 4.0 and The Open Definition

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Critical study of various concepts of personality in Shaddarshanas

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  Paper Title: Shiva as the Epistemic being: An Analytical Exploration of Divine Knowledge and Consciousness

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT2501599

  Your Paper Publication Details:

  Published Paper ID: - IJCRT2501599

  Register Paper ID - 274855

  Title: SHIVA AS THE EPISTEMIC BEING: AN ANALYTICAL EXPLORATION OF DIVINE KNOWLEDGE AND CONSCIOUSNESS

  Author Name(s): Nithyanand.pc

 Publisher Journal name: IJCRT

 Volume: 13

 Issue: 1

 Pages: f248-f253

 Year: January 2025

 Downloads: 133

 Abstract

This paper examines the notion of Shiva as an epistemic being, focusing on the relationship between divine knowledge and consciousness. Within various philosophical traditions, especially Kashmir Shaivism, Shiva is not only seen as a supreme deity but also as the ultimate consciousness and the source of all knowledge. The analysis investigates how Shiva embodies key epistemic principles such as self-awareness, transcendence, and omniscience, highlighting the dynamic interplay between the knower, the known, and the process of knowing. By exploring foundational texts like the Shiva Sutras and the works of scholars such as Abhinavagupta, the paper explores Shiva's role as both the origin and ultimate realization of knowledge, situating this within the broader context of epistemology. The study seeks to reveal how divine consciousness provides valuable insights into the nature of knowledge, perception, and understanding, proposing a new framework for rethinking the philosophical foundations of knowing.


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 Keywords

shaivism, pratyabhijna, sadaka, nirvikalpa, savikalpa.

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  Paper Title: A Review Study on Snayugata vata affecting Kurpara sandhi with special reference to Tennis Elbow

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT2501598

  Your Paper Publication Details:

  Published Paper ID: - IJCRT2501598

  Register Paper ID - 275915

  Title: A REVIEW STUDY ON SNAYUGATA VATA AFFECTING KURPARA SANDHI WITH SPECIAL REFERENCE TO TENNIS ELBOW

  Author Name(s): Dr.Vaibhavi Alman, Dr.Amit Shedge, Dr.Anupam Alman

 Publisher Journal name: IJCRT

 Volume: 13

 Issue: 1

 Pages: f243-f247

 Year: January 2025

 Downloads: 193

 Abstract

Now a days due to changing lifestyle, improper diet habits, professionally adopted postures, people are facing many physical as well as mental health issues . Tennis Elbow (Lateral epicondylitis) is a condition characterized by pain & tenderness at the lateral epicondyle of humerus due to non-specific inflammation at the origin of the extensor muscles of the forearm. Although , it is sometimes seen in tennis players, other activities such as squeezing clothes, carrying a suitcase etc.are frequently responsible . So besides tennis players , surgery staff, secretaries, violin players, politicians shaking hands & house wives, doing house hold works can also develop Tennis Elbow. The prevalence rate of Tennis elbow between 1 and 3%. On the basis of signs and symptoms , tennis elbow can be correlated with the condition of 'Snayugata Vata' described in Ayurveda . It is developed when the vata dosha aggravates due to aticheshta, ativyayam, etc. and gets localized in snayu of kurpara sandhi


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 Keywords

Snayugata vata, Tennis elbow

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About IJCRT

The International Journal of Creative Research Thoughts (IJCRT) aims to explore advances in research pertaining to applied, theoretical and experimental Technological studies. The goal is to promote scientific information interchange between researchers, developers, engineers, students, and practitioners working in and around the world.


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International Journal of Creative Research Thoughts (IJCRT)
ISSN: 2320-2882 | Impact Factor: 7.97 | 7.97 impact factor and ISSN Approved.
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ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
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ISSN and 7.97 Impact Factor Details


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ISSN
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
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