Journal Name: Frontiers in Health Informatics
Journal ISSN: 2676-7104 (Online)

Frontiers in Health Informatics

is an on-line English peer-reviewed journal for practitioners, researchers and students who are interested in the field of medical informatics and information technology in healthcare sectors. The Journal aims to publish novel and high quality relevant information written by peers to researchers and readers involved in all fields of health informatics and related interdisciplinaries, strives to keep pace with the rapid growth of publications, and move on to the edge of knowledge in this field.

The Editor welcomes original articles on current practice, research projects or the development of new resources or services. Review articles are also welcome. The scope of the journal encompasses (but is not restricted to): - Information systems; - Library and information sciences;- Image Processing; - Computer-aided medical decision support systems; - Educational computer based programs;  -Health technology assessment; -Other related fields; Please read the instructions carefully for details on the submission of manuscripts, the journal's requirements and standards as well as information concerning the procedure after a manuscript has been accepted for publication in Front Health Inform.

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All future submissions for the journal should be directed to the new website at healthinformaticsjournal.com

Announcements

Call for Papers

2024-06-16

Call for Papers for the New Issue.

Last Date of Submission: September 30th, 2024

Current Issue

Vol. 13 No. 2 (2024)

Published: 2024-08-05

Articles

Beacons of Hope: SIOVS and CBM

Shahzad Memon, Fariha Sher Wali, Ahdi Hassan, Waqas Ali Surhio Mohsin Iqbal Haroon, Jalil Ahmed Rajper

01 - 06

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DOI: https://doi.org/10.52783/fhi.2

Evaluation of Serum β2-Microglobulin in Oral Potentially Malignant Lesions and Oral Squamous Cell Carcinoma

Aneesa B. Sayed, Anup Hendre, Anand Gudur, Satish Kakade, N Laxman

07 - 12

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DOI: https://doi.org/10.52783/fhi.3

Integrating Artificial Intelligence with Digital Health Platforms for Predictive Analytics to Enhance Patient Outcomes in Chronic Disease Management and Personalized Healthcare

Vinay Yadav, Dharmesh Dhabliya, Jambi Ratna Raja Kumar, Sanjay Kumar Sharma, Anish Kumar Dhablia, Vinit Khetani

13 - 24

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DOI: https://doi.org/10.52783/fhi.4

Feature Extraction and Fusion of ECG Signals Using MFCC and DWT for Cardiovascular Disease Diagnosis

Vaibhav Vasudevarao Gijare, Sushant Kumar

25 - 33

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DOI: https://doi.org/10.52783/fhi.5

Optimized Lightweight VGG16 for Effective Brain Tumor Detection and Classification

Rahul Namdeo Jadhav, G. Sudhagar

34 - 42

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DOI: https://doi.org/10.52783/fhi.6

Amalgam Based Cardiovascular Disease Prediction Using Xception with XGBoost Model

Kamini Mohite, Chaitanya S. Kulkarni, Ranjeet Vasant Bidwe, Amol Kamble, Deepak Mane, Anand Magar, Sunil Sangve

43 - 55

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DOI: https://doi.org/10.52783/fhi.7

A Federated Learning Approach for Non-Co-Located Datasets: Enhancing Data Governance and Privacy

Jyoti L. Bangare, Nilesh P. Sable, Parikshit N. Mahalle, Gitanjali R. Shinde

56 - 70

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DOI: https://doi.org/10.52783/fhi.8

A Robust Autism Brain MRI Classification with GLCM Features and Machine Learning

Mamata V. Lohar, Suvarna S. Chorage

71 - 82

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DOI: https://doi.org/10.52783/fhi.9

Measuring Endodontic Working Length Using Artificial Intelligence

Vaishali Latke, Vaibhav Narawade

83 - 96

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DOI: https://doi.org/10.52783/fhi.10

Lightweight Deep Learning Model for Autism Spectrum Disorder Detection and Expression Recognition in Children Using Facial Images

Nilofer Attar, Shilpa Paygude

97 - 108

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DOI: https://doi.org/10.52783/fhi.11

Cataract Diseases Prediction Using Deep Learning

Jayashri Bagade, Sanjeevkumar Angadi, Saili Sable, Amol Golhar, Harshad Bankar, Sanket Bendale

109 - 128

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DOI: https://doi.org/10.52783/fhi.12

Enhanced Heart Disease Prediction Through Meta-Features and Optimized Diagnostic Techniques

Monali Gulhane, T. Sajana

129 - 141

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DOI: https://doi.org/10.52783/fhi.13

Classifying Brain Tumors from MRI Images Using Object Detection and CNN

R. B. Kakkeri, K. M. Gaikwad, Sunil L. Bangare, Pallavi Ahire, Manoj L. Bangare, Pushpa M. Bangare

142 - 150

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DOI: https://doi.org/10.52783/fhi.14

Precision Segmentation of Iris and Sclera: Mitigating Noise and Occlusions in Biometric Identification

Kanchan K. Doke, D. R. Ingle

151 - 162

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DOI: https://doi.org/10.52783/fhi.15

Design of an efficient IoT based Pacemaker for Heart Function Enhancement using Triple band ACS feed Antenna

Mohitkumar Gaikwad, Dolly Thankachan

163 - 176

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DOI: https://doi.org/10.52783/fhi.16

Exponential Chef based Optimization Enabled Deep Learning for Polyp Frame Detection and Polyp Segmentation using Colonoscopy Videos

Sunita B. Borse, Mrunal Bewoor

177 - 187

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DOI: https://doi.org/10.52783/fhi.17

Machine Learning Models for Early Detection of Hepatic Disorders Using Clinical Data

Chandrakant D. Kokane, M. K. Kodmelwar, Suhas Chavan, Anand Daulatabad, Vilas Deotare, Himani H. Patel

188 - 203

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DOI: https://doi.org/10.52783/fhi.18

Integrating AI with Health Informatics for Early Detection of Pancreatic Cancer

Hemchandra V. Nerlekar, Kavita Moholkar, Dhanaji Wagh, Sunil L. Bangare, Mahendra Alate, Yatin Gandhi

204 - 217

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DOI: https://doi.org/10.52783/fhi.19

Automated Detection of Tuberculosis Using Deep Learning Algorithms on Chest X-rays

Prakash Patil, Bhavesh Kataria, Vivek Redkar, Archana S. Banait, Shilpa C. Patil, Vinit Khetani

218 - 229

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DOI: https://doi.org/10.52783/fhi.20

Implementation of Convolutional Neural Networks for Lung Cancer Detection from CT Scans

Prashant Rajaram Patil, Balasaheb Balkhande, Anil Bhattad, Navnath B. Pokale, Trupti S. Bhosale, Suvarna Patil

230 - 246

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DOI: https://doi.org/10.52783/fhi.21

A Hybrid Deep Learning Approach for Accurate Alzheimer's Disease Diagnosis Using MRI Data

Amol Bhoite, D. M. Kanade, Iype Cherian, M. E. Maniyar, Patil Dilip P., Pradnya Suhas Kubal

247 - 563

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DOI: https://doi.org/10.52783/fhi.22

Machine Learning-Based Predictive Modeling for Early Detection of Liver Cirrhosis

Jadhav Nitin B, Archana S. Banait, Desai Jabbar V., Ranjit M. Gawande, Satish V. Kakade, Sonal Dhole

264 - 280

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DOI: https://doi.org/10.52783/fhi.23

Integrating Machine Learning Models for Predictive Analytics in Chronic Kidney Disease Management

Abhijeet Nashte, Kajal Abhaysing Chavhan, Ganesh Thorat, Jayashri Bagade, Dheeraj Mane, Shraddha Shingne

281 - 298

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DOI: https://doi.org/10.52783/fhi.24

Deep Learning-Driven Real-time Monitoring and Detection of Epileptic Seizures

M.B. Bagwan, K .M .Gaikwad, Nelson Nishant Kumar Lyngdoh, R. B. Kakkeri, Swapna Ajay Shedge, Rupesh Mahajan

299 - 312

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DOI: https://doi.org/10.52783/fhi.25

Machine Learning-Based Breast Cancer Detection Using Histopathological Images

Jyoti L. Bangare, Nilofer Kittad, Sarika N. Joglekar

313 - 326

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DOI: https://doi.org/10.52783/fhi.26

Leveraging Deep Learning for Early Detection and Classification of Parkinson's Disease

Nilofer Kittad, Jyoti L. Bangare, Sulakshana Nagpurkar

327 - 340

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DOI: https://doi.org/10.52783/fhi.27

Implementing AI Algorithms for Predicting Diabetes Risk in Patients Using Health Informatics Data

Chandrakant D. Kokane, Rakhi Subhash Pagar, Kishor R Pathak, Yogesh Ramdas Shepal, Deepali Kolte-Patil, Sonali Patil

341 - 356

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DOI: https://doi.org/10.52783/fhi.28

Automated Detection of Pulmonary Diseases Using Deep Learning on Chest X-ray Images

Sarika T. Deokate, Megha Kadam, Sarita Avinash Patil, Satpalsing Devising Rajput, Shrinivas T. Shirkande, Yogendra Patil

357 - 372

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DOI: https://doi.org/10.52783/fhi.29

Harnessing ResNet50 and DenseNet201 for Enhanced Lymphoma Diagnosis via Feature Extraction

Deepthi.S, Malepati Chandra Sekhar

373 - 381

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DOI: https://doi.org/10.52783/fhi.30

A Comprehensive Overview of Automated Stress Recognition and Emotion Detection Systems using EEG signal

Ashvini Bamanikar, Ritesh V., Lalit V Patil, Surendra. A. Mahajan

382 - 391

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DOI: https://doi.org/10.52783/fhi.31

Enhanced ECG Signal Detection using ID-CNN with Attention Mechanism

Achamma Thomas, Prasad Lokulwar, Vibha Bora

392 - 398

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DOI: https://doi.org/10.52783/fhi.32

Deep Learning-Based Framework for Identifying COVID-19 Pneumonia in Chest X-Ray Imaging

Bharti Sahu, Bhagwan Phulpagar, Pramod Patil

399 - 418

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DOI: https://doi.org/10.52783/fhi.33

Refining Deep Learning Precision in Cardiovascular Risk Assessment: Leveraging Meta-Heuristic Optimization Techniques for Hyperparameter and Architecture Fine-Tuning

Narawade Vaibhav Eknath, Krishna Prasad K

419 - 437

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DOI: https://doi.org/10.52783/fhi.34

A Deep Learning Approach to Predicting Stroke Outcomes from Brain Imaging Data

Vidya Chitre, Dilip Motwani, Varsha Bhosale, Suchita Walke

438 - 452

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DOI: https://doi.org/10.52783/fhi.35

Real-time Cardiac Arrhythmia Detection Using Machine Learning and Wearable Devices

Nilesh P. Sable, Tanaji Anandrao Dhaigude, Shinde Babaso A, Sagar Shinde, Pramod B Dhamdhere, Priya Shelke

453 - 466

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DOI: https://doi.org/10.52783/fhi.36

Deep Learning for Accurate Detection of Multiple Sclerosis in MRI Scans

Nidhi Ranjan, Balasaheb Balkhande, Sanjivani Deokar, Torana Kamble, Chaitrali Chaudhari, Shrinivas T. Shirkande

467 - 480

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DOI: https://doi.org/10.52783/fhi.37

Leukemia Diagnosis using Transfer Learning: An Efficient Approach

Ratnamala Mantri (Paswan), Rais Abdul Hamid Khan, Suramya Jadhav

481 - 496

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DOI: https://doi.org/10.52783/fhi.38

Evaluating the Impact of Telemedicine on Patient Care and Health Outcomes with Data-Driven Approaches in Remote Health Monitoring Systems

Suresh Limkar, Latika Rahul Desai, Lalita Kiran Wani, Smita Desai, Priti Shende, Jitendra Jawale

497 - 508

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DOI: https://doi.org/10.52783/fhi.39

"Empirical Analysis of Transformer Models and Pretrained Convolutional Neural Networks for Medicinal Plant Identification and Classification"

Sheetal S. Patil, Suhas H. Patil, Avinash M. Pawar, Gauri R. Rao, Rohini B. Jadhav, Dharmesh Dhabliya

509 - 522

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DOI: https://doi.org/10.52783/fhi.40

Pregnant Mothers Perception and Adherence in the Prevention of Mother-To-Child Hiv Transmission in Cilacap Regional Hospital 2020

Sohimah, Evy Apriani, Frisca DY, Susanti, Yogi Andhi L.

523 - 532

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DOI: https://doi.org/10.52783/fhi.41

Development of a Postpartum Mother Simulator Tool in Midwifery Education

Herlyssa, Elly Dwi Wahyuni, Juli Oktalia

533 - 542

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DOI: https://doi.org/10.52783/fhi.42

Association between Ocular Perfusion Pressure, Pressure to Cornea Index and Open-Angle Glaucoma – A Case-Control Study

Venkatesh. K, Divya. R, Tharani. G, S. Selvakumar

543 - 550

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DOI: https://doi.org/10.52783/fhi.43

Comparison of Middle Ear Cholesteatoma Recurrences after Canal Wall Down and Canal Wall Up Mastoidectomy Based on Diffusion-Weighted MRI

Dewi Gemala Wahab, Masyita Gaffar, Abdul Qadar Punagi, Andi Alfian Zainuddin

551 - 556

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DOI: https://doi.org/10.52783/fhi.44

The Prevalence and Molecular Detection of the Main Bacterial Pathogens among Patients with Chronic Otitis Media with Effusion

Ghaidaa Abdul Kareem Goodi, Kais Kassim Ghaima

557 - 568

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DOI: https://doi.org/10.52783/fhi.45

Study of Molecular Docking (Intraction and Connucation) of Drugs Metformin and Pioglitazone for Thyroid Dysfunction in Patients with Diabetes

Idries Muhson Abeed Al-Mashkor, Iqbal J. Al-assadi, Hanan A. Al-Hazam

569 - 586

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DOI: https://doi.org/10.52783/fhi.46

Comparative Study of Nanosilymarin Loaded on Chitosan versus Free Silymarin in CCl4-Induced Hepatotoxicity in Female Rats

Nisreen Yasir Jasim, Rashad Fadhil Ghadhban

587 - 598

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DOI: https://doi.org/10.52783/fhi.47

Enhanced Multimode DBN for Optimal Classification of Heterogeneous Cancer Images for HealthCare System

Neha Ahlawat, D. Franklin Vinod

599 - 606

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DOI: https://doi.org/10.52783/fhi.48

Parental Involvement in Constructing Practical Guidelines to Enhance Pre-School Age Development Using Developmental Surveillance and Promotion Manual

Kanittha Chodnock, Weathaka Wongmanee

607 - 614

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DOI: https://doi.org/10.52783/fhi.49

Development of Service System for Elderly Adults Living Alone Through Buriram Community Participation

Thittayawadee Intarangkul, Ronnachit Samattanakul, Mukjarin Suttisai

615 - 632

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DOI: https://doi.org/10.52783/fhi.50

Enhancing COVID-19 Impact Prediction through the Application of LSTM Networks in Deep Learning.

Vinayak Ashok Bharadi, Bhushankumar Nemade, Sujata S. Alegavi, Ravita Mishra, Pravin Jangid, Namdeo Badhe

633 - 653

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DOI: https://doi.org/10.52783/fhi.51

Development of Portable Multi-Functional Tele-Healthcare System

Rekha S. Dange, Minakshi Wanjari

654 - 663

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DOI: https://doi.org/10.52783/fhi.52

Design of an Integrated Model Using XGBoost, ConvLSTM, and Multiple Agent DQN for Spatio-Temporal AQI prediction for Healthcare Enhancements

Harna M. Bodele, G. M. Asutkar, Kiran G. Asutkar

664 - 688

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DOI: https://doi.org/10.52783/fhi.53

Design of an Integrated Method for Blockchain-Based Secure Healthcare Cloud IoT Using Federated Learning and Homomorphic Operations

Rubana A.Khan, Bhavna Sharma, Nita M.Thakare

689 - 712

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DOI: https://doi.org/10.52783/fhi.54

Design of an Integrated Model Using Hybrid PSO-ABC and DQN for Energy-Efficient Healthcare Sensor Networks

Vaibhav V. Deshpande, Rajesh K. Shukla

713 - 733

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DOI: https://doi.org/10.52783/fhi.55

Knee Osteoarthritis Severity Grade Binary and Multiclass Classification Using ROI-Based Diverse Features

Ravindra D. Kale, Sarika Khandelwal

734 - 749

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DOI: https://doi.org/10.52783/fhi.56

Imbalance of Inflammatory Cytokine Response Induced by Acute Chloroform Toxicity In Vivo

Ozdan Akram Ghareeb, Sanaz Sheikhzadeh

750 - 755

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DOI: https://doi.org/10.52783/fhi.57

Exploring Machine Learning Approaches in Liver Disease Diagnosis

Rohini Temkar, Gresha Bhatia, Vidhi Chijwani, Ritesh Tahilramani, Nikita Narwani, Navin Idnani

756 - 763

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DOI: https://doi.org/10.52783/fhi.58

Sakhi - Predictive Modeling for Early Detection of Women’s Health Conditions using Machine Learning

Nupur Giri, Attreyee Mukherjee, Amogh Inamdar, Saumya Tripathi, Yashodhan Sharma

764 - 773

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DOI: https://doi.org/10.52783/fhi.59

Exploring the Phenomenon Mental Health's Toughness in This Case Behaviour of Self-Harm Among University Students: A Multifaceted Approach

Puji Gusri Handayani, Hafiz Hidayat, Frischa Meivilona Yendi, Lisa Putriani, Randi Saputra, Nanda Alfan Kurniawan

774 - 783

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DOI: https://doi.org/10.52783/fhi.60

Predictors and Outcomes of Patient Safety Culture: A Cross-Sectional Comparative Study in the Public Tertiary Traditional Chinese Medicine Hospitals in Sichuan Province, China

Na Zhang, Anees Janee Ali, WenJu Yang

784 - 797

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DOI: https://doi.org/10.52783/fhi.61

Prevalence of Radial Nerve Palsy Following Surgical Treatment of Closed Humeral Shaft Fractures: A Comparative Analysis of Outcomes with and without Radial Nerve Exploration

Khalid Ahmed Abbas Al-Ogaili, Karam Safaa Ali Al-Mutairi, Riyadh Shiltagh Al-Rudaini

798 - 805

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DOI: https://doi.org/10.52783/fhi.62

Machine Learning in Healthcare: Transformative Applications, Challenges, and Future Directions

Mohd Arfian Ismail, Ashraf Osman Ibrahim, Shermina Jebaraj

806 - 817

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DOI: https://doi.org/10.52783/fhi.63

Innovative Approach for Alzheimer's Disease Detection

Gresha Bhatia, Rohini Temkar, Amit Murkalmath, Rishi Kokil, Pavan Thakur, Ilham Syed

818 - 824

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DOI: https://doi.org/10.52783/fhi.64
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