Journal IJCRT UGC-CARE, UGCCARE( ISSN: 2320-2882 ) | UGC Approved Journal | UGC Journal | UGC CARE Journal | UGC-CARE list, New UGC-CARE Reference List, UGC CARE Journals, International Peer Reviewed Journal and Refereed Journal, ugc approved journal, UGC CARE, UGC CARE list, UGC CARE list of Journal, UGCCARE, care journal list, UGC-CARE list, New UGC-CARE Reference List, New ugc care journal list, Research Journal, Research Journal Publication, Research Paper, Low cost research journal, Free of cost paper publication in Research Journal, High impact factor journal, Journal, Research paper journal, UGC CARE journal, UGC CARE Journals, ugc care list of journal, ugc approved list, ugc approved list of journal, Follow ugc approved journal, UGC CARE Journal, ugc approved list of journal, ugc care journal, UGC CARE list, UGC-CARE, care journal, UGC-CARE list, Journal publication, ISSN approved, Research journal, research paper, research paper publication, research journal publication, high impact factor, free publication, index journal, publish paper, publish Research paper, low cost publication, ugc approved journal, UGC CARE, ugc approved list of journal, ugc care journal, UGC CARE list, UGCCARE, care journal, UGC-CARE list, New UGC-CARE Reference List, UGC CARE Journals, ugc care list of journal, ugc care list 2020, ugc care approved journal, ugc care list 2020, new ugc approved journal in 2020, ugc care list 2021, ugc approved journal in 2021, Scopus, web of Science.
How start New Journal & software Book & Thesis Publications
Submit Your Paper
Login to Author Home
Communication Guidelines

WhatsApp Contact
Click Here

  IJCRT Search Xplore - Search all paper by Paper Name , Author Name, and Title

Volume 13 | Issue 7 |

Volume 13 | Issue 7 | Month  
Downlaod After Publication
1) Table of content index in PDF
2) Table of content index in HTML 2)Table of content index in HTML
3) Front Page                     3) Front Page
4) Back Page                     4) Back Page
5) Editor Board Member 5)Editor Board Member
6) OLD Style Issue 6)OLD Style Issue
Chania Chania
IJCRT Journal front page IJCRT Journal Back Page

  Paper Title: FORMULATION AND EVALUATION OF ANTIMICROBIAL FACEWASH FROM COCONUT LEAVES

  Author Name(s): Mr. Ayush Shrenik Upadhye, Mr. Sanyam Vardhaman Thole, Ms. Manasi Keshav Tate, Ms. Gauri Abasaheb Undare, Ms. Poonam Rajendra Bramhane

  Published Paper ID: - IJCRT2507037

  Register Paper ID - 289670

  Publisher Journal Name: IJPUBLICATION, IJCRT

  DOI Member ID: 10.6084/m9.doi.one.IJCRT2507037 and DOI :

  Author Country : Indian Author, India, 416203 , KOLHAPUR, 416203 , | Research Area: Pharmacy All

Published Paper URL: http://ijcrt.org/viewfull.php?&p_id=IJCRT2507037
Published Paper PDF: download.php?file=IJCRT2507037
Published Paper PDF: http://www.ijcrt.org/papers/IJCRT2507037.pdf

  Your Paper Publication Details:

  Title: FORMULATION AND EVALUATION OF ANTIMICROBIAL FACEWASH FROM COCONUT LEAVES

 DOI (Digital Object Identifier) :

 Pubished in Volume: 13  | Issue: 7  | Year: July 2025

 Publisher Name : IJCRT | www.ijcrt.org | ISSN : 2320-2882

 Subject Area: Pharmacy All

 Author type: Indian Author

 Pubished in Volume: 13

 Issue: 7

 Pages: a358-a370

 Year: July 2025

 Downloads: 141

  E-ISSN Number: 2320-2882

 Abstract

The increasing demand for natural and effective skincare products has led to the development of facewashes incorporating antimicrobial agents derived from plant-based sources. This study focuses on the formulation, characterization and evaluation of a facewash enriched with antimicrobial ingredients, including extracts from coconut leaves, known for their potent antimicrobial activity. The facewash formulation combines surfactants with natural extracts such as coconut leaf extract, to enhance skin health and combat microbial growth. The antimicrobial activity was assessed using standard methods against common skin pathogens, including Escherichia coli. Results demonstrated significant antimicrobial efficacy, alongside favourable pH balance, viscosity, and skin compatibility. The facewash exhibited strong cleansing performance with minimal irritation, suggesting its potential as an effective, natural alternative for daily skincare routines.


Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Antimicrobial activity, Coconut leaf, Tamarind seeds, Semisynthetic, Skin compatible.

  License

Creative Commons Attribution 4.0 and The Open Definition


  Paper Title: A Retrospective Case Series on Homoeopathic Management of Dental Conditions Using Boenninghausen's Repertory

  Author Name(s): Dr. Arti Kapoor, Dr.Sudha Saraswathi

  Published Paper ID: - IJCRT2507036

  Register Paper ID - 290367

  Publisher Journal Name: IJPUBLICATION, IJCRT

  DOI Member ID: 10.6084/m9.doi.one.IJCRT2507036 and DOI :

  Author Country : Indian Author, India, 282005 , Agra, 282005 , | Research Area: Humanities All

Published Paper URL: http://ijcrt.org/viewfull.php?&p_id=IJCRT2507036
Published Paper PDF: download.php?file=IJCRT2507036
Published Paper PDF: http://www.ijcrt.org/papers/IJCRT2507036.pdf

  Your Paper Publication Details:

  Title: A RETROSPECTIVE CASE SERIES ON HOMOEOPATHIC MANAGEMENT OF DENTAL CONDITIONS USING BOENNINGHAUSEN'S REPERTORY

 DOI (Digital Object Identifier) :

 Pubished in Volume: 13  | Issue: 7  | Year: July 2025

 Publisher Name : IJCRT | www.ijcrt.org | ISSN : 2320-2882

 Subject Area: Humanities All

 Author type: Indian Author

 Pubished in Volume: 13

 Issue: 7

 Pages: a349-a357

 Year: July 2025

 Downloads: 141

  E-ISSN Number: 2320-2882

 Abstract

Homeopathy offers a holistic and individualized approach to dental pain management, particularly when conventional treatments are contraindicated or offer limited benefit. Boenninghausen's Therapeutic Pocket Book (TBR2) was chosen in this study due to its logical structure, emphasis on modalities and concomitants, and ease of application in busy outpatient settings where rapid yet precise prescribing is required. This retrospective audit evaluated 35 dental cases managed between 2021 and 2024 using individualized homeopathic prescriptions based on TBR2 repertorization. The most commonly encountered diagnoses were dental abscess (37%), neuralgic toothache (34%), and gingivitis (17%). Remedies such as Belladonna (26%), Hepar sulphuris calcareum (20%), and Mercurius solubilis (17%) were most frequently prescribed. Clinical improvement was observed in 88.5% of cases, with 74% of patients reporting moderate to marked relief within 48 to 72 hours. The average time to initial improvement was 2.3 days. The findings suggest that TBR2 provides an efficient and reliable framework for remedy selection in acute and suba


Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Homeopathy, Dental Pain, Boenninghausen's Repertory, Case Series, Integrative Dentistry

  License

Creative Commons Attribution 4.0 and The Open Definition


  Paper Title: Analysis Of Digital Marketing Strategies Used By Selvas Kids Wear India Pvt Ltd

  Author Name(s): Dr.P.Vimal Kumar, Mr.Tarun.J

  Published Paper ID: - IJCRT2507035

  Register Paper ID - 290569

  Publisher Journal Name: IJPUBLICATION, IJCRT

  DOI Member ID: 10.6084/m9.doi.one.IJCRT2507035 and DOI :

  Author Country : Indian Author, India, 638051 , Erode , 638051 , | Research Area: Commerce All

Published Paper URL: http://ijcrt.org/viewfull.php?&p_id=IJCRT2507035
Published Paper PDF: download.php?file=IJCRT2507035
Published Paper PDF: http://www.ijcrt.org/papers/IJCRT2507035.pdf

  Your Paper Publication Details:

  Title: ANALYSIS OF DIGITAL MARKETING STRATEGIES USED BY SELVAS KIDS WEAR INDIA PVT LTD

 DOI (Digital Object Identifier) :

 Pubished in Volume: 13  | Issue: 7  | Year: July 2025

 Publisher Name : IJCRT | www.ijcrt.org | ISSN : 2320-2882

 Subject Area: Commerce All

 Author type: Indian Author

 Pubished in Volume: 13

 Issue: 7

 Pages: a343-a348

 Year: July 2025

 Downloads: 127

  E-ISSN Number: 2320-2882

 Abstract

This study explores the digital marketing strategies employed by Selvas Kids Wear India Pvt. Ltd., a prominent children's apparel brand in India. With the rise of digital platforms, the company has strategically adopted methods such as social media marketing, influencer collaborations, email campaigns, SEO, and pay-per-click advertising to strengthen brand awareness, customer engagement, and sales performance. Through primary data collected from 155 respondents and secondary sources, the research analyzes consumer behavior, interaction patterns, and campaign effectiveness. Statistical tools including ANOVA, Chi-square, and rank analysis were used to evaluate demographic influences and marketing outcomes. Key findings indicate that social media and influencer marketing are the most impactful, while email campaigns and WhatsApp engagement play supporting roles. Challenges such as low customer retention and high cart abandonment rates are noted, with recommendations for improving personalization, user experience, and referral programs. The study concludes that digital strategies are crucial for growth in the competitive kidswear market.


Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Kids Fashion India

  License

Creative Commons Attribution 4.0 and The Open Definition


  Paper Title: Colour Appearance Models for Printing Media: Influence of Substrates on Perceived Colour

  Author Name(s): Amit Sharma

  Published Paper ID: - IJCRT2507034

  Register Paper ID - 290596

  Publisher Journal Name: IJPUBLICATION, IJCRT

  DOI Member ID: 10.6084/m9.doi.one.IJCRT2507034 and DOI : https://doi.org/10.56975/ijcrt.v13i7.290596

  Author Country : Indian Author, India, - , -, - , | Research Area: Science and Technology

Published Paper URL: http://ijcrt.org/viewfull.php?&p_id=IJCRT2507034
Published Paper PDF: download.php?file=IJCRT2507034
Published Paper PDF: http://www.ijcrt.org/papers/IJCRT2507034.pdf

  Your Paper Publication Details:

  Title: COLOUR APPEARANCE MODELS FOR PRINTING MEDIA: INFLUENCE OF SUBSTRATES ON PERCEIVED COLOUR

 DOI (Digital Object Identifier) : https://doi.org/10.56975/ijcrt.v13i7.290596

 Pubished in Volume: 13  | Issue: 7  | Year: July 2025

 Publisher Name : IJCRT | www.ijcrt.org | ISSN : 2320-2882

 Subject Area: Science and Technology

 Author type: Indian Author

 Pubished in Volume: 13

 Issue: 7

 Pages: a335-a342

 Year: July 2025

 Downloads: 131

  E-ISSN Number: 2320-2882

 Abstract

Accurate colour reproduction in print media is critically influenced by the physical properties of the substrate, yet traditional colour appearance models (CAMs) often overlook these effects. This study investigates how four common paper substrates--glossy, matte, coated, and uncoated--modulate perceived colour attributes such as chroma, lightness, and overall visual quality. Using a multifaceted methodology combining spectrophotometric measurement, psychophysical evaluation, and spatial fidelity analysis, we quantify the perceptual impact of substrate characteristics on printed colour. Empirical results reveal significant perceptual and statistical differences among substrates, with glossy and coated papers producing higher visual clarity and colour fidelity. Modifications to the CIECAM02 model incorporating substrate-specific parameters led to substantial improvements in predictive accuracy, reducing mean absolute error (MAE) by over 60% across all media. The study also introduces the concept of perceptual resilience--the ability of a substrate to maintain colour consistency under varying illumination--highlighting its potential for colour-critical applications. These findings suggest that integrating material-aware parameters into CAMs enhances their real-world reliability and positions the research within the broader imperative of sustainable, high-fidelity print production.


Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Colour Appearance Models, Substrate Gloss, Print Media, CIECAM02, iCAM06, Spectral Reflectance, Visual Perception, Printing Technology, Chroma, Lightness, Observer Evaluation, Colour Fidelity, Substrate-Specific Calibration, Perceptual Resilience, Sustainable Printing

  License

Creative Commons Attribution 4.0 and The Open Definition


  Paper Title: A Look into the Institutional Establishment of Rabindranath Tagore

  Author Name(s): Retina Ray

  Published Paper ID: - IJCRT2507033

  Register Paper ID - 290394

  Publisher Journal Name: IJPUBLICATION, IJCRT

  DOI Member ID: 10.6084/m9.doi.one.IJCRT2507033 and DOI :

  Author Country : Indian Author, India, 736101 , Coochbehar, 736101 , | Research Area: Arts1 All

Published Paper URL: http://ijcrt.org/viewfull.php?&p_id=IJCRT2507033
Published Paper PDF: download.php?file=IJCRT2507033
Published Paper PDF: http://www.ijcrt.org/papers/IJCRT2507033.pdf

  Your Paper Publication Details:

  Title: A LOOK INTO THE INSTITUTIONAL ESTABLISHMENT OF RABINDRANATH TAGORE

 DOI (Digital Object Identifier) :

 Pubished in Volume: 13  | Issue: 7  | Year: July 2025

 Publisher Name : IJCRT | www.ijcrt.org | ISSN : 2320-2882

 Subject Area: Arts1 All

 Author type: Indian Author

 Pubished in Volume: 13

 Issue: 7

 Pages: a331-a334

 Year: July 2025

 Downloads: 135

  E-ISSN Number: 2320-2882

 Abstract

Rabindranath Tagore founded a Brahmacharya Vidyalaya in Santiniketan in 1901 with the admirable goal of promoting the pupils' mental well-being. Rabindranath Tagore established an educational institution with several key principles, including outdoor courses, diverse instruction, and closeness to nature. It is clear that raising the degree of student happiness is the aim of all these rules. A century earlier, Tagore had employed similar positive psychology ideas in his educational trials. The current study's modest purpose is to trace Tagore's educational achievements in vocational and technical education. Vocational training is also vitally important for the pupils. The students will be able to support themselves through it. In order to have the opportunity to establish themselves in their lives, the students must receive training in their respective disciplines. Vocationalization of education is quite prevalent in India's 21st-century educational system. Since they are in school, students typically receive vocational training as part of their education.


Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Rabindranath Tagore, Santiniketan, Vocational Education, Skill Education

  License

Creative Commons Attribution 4.0 and The Open Definition


  Paper Title: A STUDY THE HAPPINESS QUOTIENT OF SCHOOL TEACHERS AT MIDDLE STAGE SCHOOLS IN DELHI

  Author Name(s): Dr Sonia Anand

  Published Paper ID: - IJCRT2507032

  Register Paper ID - 290554

  Publisher Journal Name: IJPUBLICATION, IJCRT

  DOI Member ID: 10.6084/m9.doi.one.IJCRT2507032 and DOI : https://doi.org/10.56975/ijcrt.v13i7.290554

  Author Country : Indian Author, India, 131001 , Sonipat, 131001 , | Research Area: Others area

Published Paper URL: http://ijcrt.org/viewfull.php?&p_id=IJCRT2507032
Published Paper PDF: download.php?file=IJCRT2507032
Published Paper PDF: http://www.ijcrt.org/papers/IJCRT2507032.pdf

  Your Paper Publication Details:

  Title: A STUDY THE HAPPINESS QUOTIENT OF SCHOOL TEACHERS AT MIDDLE STAGE SCHOOLS IN DELHI

 DOI (Digital Object Identifier) : https://doi.org/10.56975/ijcrt.v13i7.290554

 Pubished in Volume: 13  | Issue: 7  | Year: July 2025

 Publisher Name : IJCRT | www.ijcrt.org | ISSN : 2320-2882

 Subject Area: Others area

 Author type: Indian Author

 Pubished in Volume: 13

 Issue: 7

 Pages: a325-a330

 Year: July 2025

 Downloads: 159

  E-ISSN Number: 2320-2882

 Abstract

In the world happiness report 2025, India is ranked 118th out of 147 countries, according to the World happiness report. While this is the improvement from the previous year, India's ranking still falls behind many countries. Despite of ranking deep-rooted spiritual beliefs which contribute to a sense of belonging and resilience. India's happiness is also linked with cultural values, strong family structures and spiritual values. Happiness curriculum is also introduced by govt of Delhi at middle stage level. The investigator wants to know the teachers who guide their students will increase in their happiness Quotient or not. The purpose of the study is to know about happiness quotient of school teachers at middle stage schools in Delhi.


Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Happiness quotient, Happiness Curriculum, Happiness

  License

Creative Commons Attribution 4.0 and The Open Definition


  Paper Title: Redesigning the Future: Integrating Labour Market Requirements into Indian Engineering Curricula.

  Author Name(s): UDAY KUMAR, Prof. Dr. Sharad Prawal

  Published Paper ID: - IJCRT2507031

  Register Paper ID - 290566

  Publisher Journal Name: IJPUBLICATION, IJCRT

  DOI Member ID: 10.6084/m9.doi.one.IJCRT2507031 and DOI : https://doi.org/10.56975/ijcrt.v13i7.290566

  Author Country : Indian Author, India, 801503 , PATNA, 801503 , | Research Area: Social Science All

Published Paper URL: http://ijcrt.org/viewfull.php?&p_id=IJCRT2507031
Published Paper PDF: download.php?file=IJCRT2507031
Published Paper PDF: http://www.ijcrt.org/papers/IJCRT2507031.pdf

  Your Paper Publication Details:

  Title: REDESIGNING THE FUTURE: INTEGRATING LABOUR MARKET REQUIREMENTS INTO INDIAN ENGINEERING CURRICULA.

 DOI (Digital Object Identifier) : https://doi.org/10.56975/ijcrt.v13i7.290566

 Pubished in Volume: 13  | Issue: 7  | Year: July 2025

 Publisher Name : IJCRT | www.ijcrt.org | ISSN : 2320-2882

 Subject Area: Social Science All

 Author type: Indian Author

 Pubished in Volume: 13

 Issue: 7

 Pages: a316-a324

 Year: July 2025

 Downloads: 273

  E-ISSN Number: 2320-2882

 Abstract

This Article Presents A Critical Analysis Of The Alignment Between Current Engineering Curricula In India And The Evolving Demands Of The Labour Market Based On Recent Data From 2022 To 2024 .The Study Identifies Persistent Skill Gaps Low Employability And Underwhelming Adoption Of Curriculum Reforms Despite Major National Initiatives Like Nep 2020 And Future Skills Prime Through A Combination Of Literature Review Data Analysis And Policy Review .The Article Outlines Strategic Recommendations For Aligning Academic Outcomes With Industry Expectations.


Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Engineering education, Employability, Curriculum Reform, Skill Gap, Labour Market Alignment.

  License

Creative Commons Attribution 4.0 and The Open Definition


  Paper Title: A Case Study: Chronic Plaque Psoriasis Treated by Individualized Homeopathic Medicine Psorinum.

  Author Name(s): Dr. Yashwanth Reddy R, Dr. Mohammed Sadiq N. Mujawar

  Published Paper ID: - IJCRT2507030

  Register Paper ID - 290557

  Publisher Journal Name: IJPUBLICATION, IJCRT

  DOI Member ID: 10.6084/m9.doi.one.IJCRT2507030 and DOI :

  Author Country : Indian Author, India, 403103 , Shiroda, 403103 , | Research Area: Humanities All

Published Paper URL: http://ijcrt.org/viewfull.php?&p_id=IJCRT2507030
Published Paper PDF: download.php?file=IJCRT2507030
Published Paper PDF: http://www.ijcrt.org/papers/IJCRT2507030.pdf

  Your Paper Publication Details:

  Title: A CASE STUDY: CHRONIC PLAQUE PSORIASIS TREATED BY INDIVIDUALIZED HOMEOPATHIC MEDICINE PSORINUM.

 DOI (Digital Object Identifier) :

 Pubished in Volume: 13  | Issue: 7  | Year: July 2025

 Publisher Name : IJCRT | www.ijcrt.org | ISSN : 2320-2882

 Subject Area: Humanities All

 Author type: Indian Author

 Pubished in Volume: 13

 Issue: 7

 Pages: a312-a315

 Year: July 2025

 Downloads: 143

  E-ISSN Number: 2320-2882

 Abstract

Psoriasis has a prevalence ranging from 0.44% to 2.8% in India, with a slight male preponderance. It most commonly affects individuals in their third or fourth decade of life. Conventional medicine often resorts to symptomatic or supportive therapy. Homoeopathy offers a unique individualized approach to healing. This case study presents a 26 years old woman with symptomatically confirmed Plaque Psoriasis, who was successfully treated with Psorinum based on her characteristic skin and constitutional symptoms1,2. The post-treatment images confirmed complete recovery.


Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Psoriasis, Psorinum, Homoeopathy.

  License

Creative Commons Attribution 4.0 and The Open Definition


  Paper Title: Memory, Grief, and Narrative Imagination: A Modern Film-Theoretical Reading of Pixar's Up

  Author Name(s): Dr. Vaishali Shivkumar Biradar

  Published Paper ID: - IJCRT2507029

  Register Paper ID - 290586

  Publisher Journal Name: IJPUBLICATION, IJCRT

  DOI Member ID: 10.6084/m9.doi.one.IJCRT2507029 and DOI : https://doi.org/10.56975/ijcrt.v13i7.290586

  Author Country : Indian Author, India, 395001 , Surat, 395001 , | Research Area: Other area not in list

Published Paper URL: http://ijcrt.org/viewfull.php?&p_id=IJCRT2507029
Published Paper PDF: download.php?file=IJCRT2507029
Published Paper PDF: http://www.ijcrt.org/papers/IJCRT2507029.pdf

  Your Paper Publication Details:

  Title: MEMORY, GRIEF, AND NARRATIVE IMAGINATION: A MODERN FILM-THEORETICAL READING OF PIXAR'S UP

 DOI (Digital Object Identifier) : https://doi.org/10.56975/ijcrt.v13i7.290586

 Pubished in Volume: 13  | Issue: 7  | Year: July 2025

 Publisher Name : IJCRT | www.ijcrt.org | ISSN : 2320-2882

 Subject Area: Other area not in list

 Author type: Indian Author

 Pubished in Volume: 13

 Issue: 7

 Pages: a308-a311

 Year: July 2025

 Downloads: 155

  E-ISSN Number: 2320-2882

 Abstract

This article offers a critical and theoretically grounded analysis of Pixar Animation Studios' Up (2009) through the lens of modern film appreciation theory. Exploring the film's narrative structures, visual design, and emotional thematics, it argues that Up exemplifies animation's capacity to negotiate memory, loss, and intergenerational desire for adventure within a popular cinematic framework. Drawing on theoretical approaches from David Bordwell, Murray Smith, and Paul Wells, the study analyzes Up's use of montage, character alignment, and genre hybridity to engage viewers affectively while staging ethical questions about grief and human connection. The paper contends that Up not only mobilizes familiar conventions of family animation but also disrupts narrative expectations through poignant affective sequences, generating complex cultural meanings about aging, memory, and hope. Ultimately, Up demonstrates Pixar's ability to blend mass appeal with sophisticated emotional storytelling, reinforcing animation's status as a culturally and ideologically resonant art form.


Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

animation studies, modern film theory, emotional narrative, spectacle, grief, adventure

  License

Creative Commons Attribution 4.0 and The Open Definition


  Paper Title: Enhancing ECG Arrhythmia Detection through 2D Convolutional Neural Networks and Emerging AI Trends

  Author Name(s): Pranavkumar Ajay Bhadane

  Published Paper ID: - IJCRT2507028

  Register Paper ID - 290584

  Publisher Journal Name: IJPUBLICATION, IJCRT

  DOI Member ID: 10.6084/m9.doi.one.IJCRT2507028 and DOI :

  Author Country : Indian Author, India, 400601 , THANE, 400601 , | Research Area: Science and Technology

Published Paper URL: http://ijcrt.org/viewfull.php?&p_id=IJCRT2507028
Published Paper PDF: download.php?file=IJCRT2507028
Published Paper PDF: http://www.ijcrt.org/papers/IJCRT2507028.pdf

  Your Paper Publication Details:

  Title: ENHANCING ECG ARRHYTHMIA DETECTION THROUGH 2D CONVOLUTIONAL NEURAL NETWORKS AND EMERGING AI TRENDS

 DOI (Digital Object Identifier) :

 Pubished in Volume: 13  | Issue: 7  | Year: July 2025

 Publisher Name : IJCRT | www.ijcrt.org | ISSN : 2320-2882

 Subject Area: Science and Technology

 Author type: Indian Author

 Pubished in Volume: 13

 Issue: 7

 Pages: a304-a307

 Year: July 2025

 Downloads: 125

  E-ISSN Number: 2320-2882

 Abstract

Electrocardiogram (ECG)-based arrhythmia detection plays a pivotal role in modern cardiac healthcare, offering early diagnosis of potentially fatal heart conditions. With the advent of deep learning, especially Convolutional Neural Networks (CNNs), automatic detection of arrhythmias has significantly improved. This paper provides a comprehensive review of recent advancements in ECG arrhythmia detection, emphasizing the application of 2D CNNs on time-frequency representations of ECG signals. We present our implementation of a 2D CNN-based model evaluated on the MIT-BIH Arrhythmia Database, achieving an accuracy of 86.12%. Additionally, we explore emerging approaches including transformer-based architectures (e.g., ECG-BERT), self-supervised learning, and federated learning. These innovations aim to enhance model generalization, address data scarcity, and ensure patient data privacy. The study concludes with proposed directions for future research, including real-time deployment on wearable devices and hybrid models combining CNNs with transformers.


Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Arrhythmia Detection, Deep Learning, 2D CNNs, Spectrograms, ECG-BERT, Time-Frequency Representations

  License

Creative Commons Attribution 4.0 and The Open Definition



Call For Paper November 2025
Indexing Partner
ISSN and 7.97 Impact Factor Details


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


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

Providing A digital object identifier by DOI.org How to get DOI?
For Reviewer /Referral (RMS) Earn 500 per paper
Our Social Link
Open Access
This material is Open Knowledge
This material is Open Data
This material is Open Content
Indexing Partner

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(DOI)

indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer