Vol. 14 (2025)

Published: 2025-01-22

General Articles

Multiple Mean Comparison for Clusters of Gene Expression Data through the t-SNE Plot and PCA Dimension Reduction

Yiwen Cao, Jiajuan Liang

1-14
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The Effect of Interpersonal Communication on Prevention Behavior of Early Hypertension among Student at SMAN 6 and SMAN 19 Bone

Andi Alifah Aulya Sultan, Andi Zulkifli, Ridwan Amiruddin, Healthy Hidayanty, Suriah Suriah

15-27
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Assessing the Impact of Human and Technological Factors on Hospital Management Information System Utilization: A Case Study at Hospital X In Padang City Indonesia

Tosi Rahmaddian, Novia Zulfa Hanum, Intan Kamala Aisyiah, Nurmaines Adhyka, Sukarsi Rusti, Laiza Faaghna

28-37
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Comparative Analysis of Kolmogorov-Inspired CNN and Traditional CNN Models for Pneumonia Detection: A Study on Chest CT Images

Muhammet Sinan Basarslan, Nurgul Bulut, Handan Ankarali

38-44
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Predictors of Type-2 Diabetes Self-Screening: The Impact of Health Beliefs Model, Knowledge, and Demographics

Ahmed S. Alamer

45-54
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Prevalence of Depression among Women Using Hormonal Contraceptive Use: Insights from a Hospital-Based Cross-Sectional Study

Ali Hassan Khormi

55-65
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Understanding Thrombocytopenia in the Obstetric Population: A Study from a Tertiary Care Center

Supriya Jagdale, Meghana Datar, Jeb Jacqwin, Parnika Sharma

66-75
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A Conceptual Model of Sustainable Technology Use: The Role of Confirmation and Perceived Usefulness in the Hospital X Management Information System in Padang

Nurmaines Adhyka, Tosi Rahmaddian, Bun Yurizali, Ramadoni, Yolanda Putri Wulandani

76-85
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Optimizing Sample Size for Accelerated Failure Time Model in Progressive Type-II Censoring through Rank Set Sampling

Ibrahim Alliu, Lili Yu, Hani Samawi, Jing Kersey

86-99
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Risk Factors of Physical Condition of House and Clean and Healthy Living Behavior (PHBS) to Tuberculosis in Kaluku Bodoa Health Center Area, Makassar City

Zaenab, Rafidah, Haerani , Nurfitriani Azizah

100-108
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Chronic kidney Disease Classification through Hybrid Feature Selection and Ensemble Deep Learning

N. Yogesh, Purohit Shrinivasacharya, Nagaraj Naik, B.M. Vikranth

109-117
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The Effectiveness of the SOBUMIL mHealth App in Enhancing Early Detection of Pregnancy Complications in Bogor Regency, Indonesia

Bintang Petralina, Ridwan Amiruddin, Wahiduddin, Irwandy, Evi Martha, Anwar Mallongi, Ummu Salmah, Suriah, Eri Wijaya

118-125
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The Effect of Emotional Regulation for the Successful Treatment of Emotional Dependence in Young People

Serhii Lobanov, Hanna Voshkolup, Mykhailo Zhylin, Olena Medvedieva, Dmytro Usyk

126-135
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Policy Innovation in Healthcare: Exploring the Adoption and Implementation of Telemedicine

Abanibhusan Jena, Lekha Bist, Shagun Agarwal, Dhrubajyoti Bhuyan, George Abraham, Kimasha Borah

136-144
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Boruta Feature Selection and Deep Learning for Alzheimer’s Disease Classification

S. Ramu, Nagaraj Naik, Sneha S. Bagalkot

145-152
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A Choice of Performance Metrics for Evaluating Predictive Accuracy of Survival Models

Kumur John Haganawiga, Surya Kant Pal, Anu Sirohi

153-160
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Adapting and Validating a Motor Intelligence Assessment Tool for Children with Intellectual Disabilities: Prioritizing Movement and Sensory-Motor Integration

Mohammad Zaino, Essam Eldin Shaaban, Nasser Shubayr, Maged El‑Setouhy

161-180
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Scoring System Model for Early Detection of Maternity Blues in Bukittinggi, West Sumatera, Indonesia

Feny Wartisa, Yuniar Lestari, Yusrawati Yusrawati, Amel Yanis

181-189
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Analysis of Occupational Health and Safety Risk Management: Hazard Identification, Risk Assessment, and Risk Control-HIRARC for Workers at Health Quarantine Offices in Makassar, Indonesia

Esse Puji Pawenrusi, Sri Syatriani, Andi Indah Fajrina

190-196
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Innovative SiKaRen Smartphone Application Model: A Breakthrough in Enhancing IMP Cadres’ Knowledge and Attitudes Toward Family Planning

Titin Ifayanti, Nursyirwan Effendi, Fasli Jalal, Hema Malini

197-209
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Spatial Analysis Risk Factors of Pneumonia Incidence in Toddlers Gowa Regency

Melani Zulhidayati Z. Monoarfa, Ida Leida Maria, Ansariadi Ansariadi, A. Arsunan Arsin, Hasnawati Amqam

210-222
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Raking Method as a Tool for Improving Representativeness in Non-Probability Studies

Víctor Juan Vera-Ponce, Fiorella E. Zuzunaga-Montoya, Nataly Mayely Sanchez-Tamay, Lupita Ana Maria Valladolid-Sandoval, Jhosmer Ballena-Caicedo, Juan Carlos Bustamante-Rodríguez, Angie Chuquimbalqui Coronel, Christian Humberto Huaman-Vega, Carmen Inés Gutierrez De Carrillo

223-236
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Strengthening the Health System to Address the COVID-19 Surge: An Empirical Study in South Kalimantan Province, Indonesia

Gurendro Putro, Ristrini Ristrini, Masdalina Pane, Noor Edi Widya Sukoco, Nita Rahayu, Rustika Rustika, Muhammad Nirwan, Dea Anita Ariani Kurniasih, Lusy Noviani, Musthamin Balumbi

237-248
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Management of Antipsychotic Therapy in Patients with Schizophrenia

Gemy Nastity Handayany, Trimaya Cahya Mulat

249-256
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The Influence of Emotional Intelligence on Coping Skills

Iryna Yevchenko, Andrii Masliuk, Serhii Myronets, Kateryna Dubinina, Nataliia Ortikova

257-265
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The Impact COVID-19 Pandemic on Coronary Heart Disease Deaths: Using Bayesian Lorenz Curve and Gini-Index Distribution

Abdulbari Bener, Mustafa Hakan Saldi, Zülfiye Kuzu, Zekeriya Nurkalem

266-273
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RPCA with Log-Schatten Norm and Adaptive Histogram Equalization for Medical Imaging

Habte Tadesse Likassa, Ding Geng Chen

274-288
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Response Adaptive Randomization Using Biomarkers with Exponentially Decreasing Probability Sequence

T. Palanisamy, J. Ravichandran, Midhuna Ramesh

289-298
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A Hybrid Time Series–Regression Model for Tuberculosis Forecasting in Resource-Limited Settings

Alshaikh A. Shokeralla

299-307
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Comparison of Heterogeneity Measures in Meta-Analysis

Ozlem Toluk, Ilker Ercan

308-322
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Overestimation of Cardiovascular Mortality Risk by Kaplan-Meier in Competing Risks Settings: A Web-Based Calculator and NHANES Analysis

Mohammad Zaino

323-336
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Statistical Analysis of Logistics Management Impact on Medical Device Indicators in Indonesian Island Clinics

B. Irvan Taupiq, Amran Razak, Darmawansyah Darmawansyah, Muhammad Alwy Arifin, Arsyad Rahman, Anwar Mallongi, Nurhayani Nurhayani

337-349
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Association between Body Mass Index and Complete Blood Count Parameters

Ghaidaa Rifaat Hamid, Rayan Zaidan Khalaf

350-354
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Structural Equation Modeling of Oral Stomatitis and Its Determinants among the Sundanese Ethnic Group: Evidence from IFLS-5

Abu Bakar, Yessa Afri Diana Fitri, Dhona Afriza, Utmi Arma, Darmawangsa Darmawangsa, Valendriyani Ningrum

355-363
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A Retrospective Study on Postoperative Complications in Gynecological Surgeries: Identification of High-Risk Factors and Best Practices

Shilpa Kshirsagar, Supriya Jagdale, Meghana Datar, Shyam Bhagat

364-371
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A Refined Population Mean Estimator Using Median and Skewness: Applications to Breast Cancer and Brain Tumor Data

N. Venkata Lakshmi, Faizan Danish, Mustafa Ibrahim Ahmed Araibi, I. Elbatal, Ehab M. Almetwally, Ahmed M. Gemeay, Sonali Kedar Powar, Aafaq A. Rather

372-380
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The Role of Emotion Regulation in the Vicarious Trauma Risk Reduction among Psychotherapists

Anait Meloian, Yevhen Likarchuk, Halyna Svіdenska, Andrii Kiian, Svitlana Makarenko

381-393
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Childhood Tuberculosis: Epidemiology, Etiology, Pathophysiology, Pathogenesis, Risk Factors, Prevention and Diagnosis: A Narrative Review

Henni Kumaladewi Hengky, Ida Leida Maria, Muh. Safar, Anna Khuzaimah, Muhammad Yusran Amir, Arif Santoso, Wahiduddin Wahiduddin

394-402
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Improving Alzheimer’s Disease Detection with Transfer Learning

Showkat A. Dar, Aafaq A. Rather, Mustafa Ibrahim Ahmed Araibi, I. Elbatal, Ehab M. Almetwally, Ahmed M. Gemeay, Sharvari R. Shukla, Faizan Danish, Qaiser Farooq Dar

403-415
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Statistical Evaluation of Comorbidities and Environmental Factors in COVID-19 Outcomes: Risk Measures and Predictive Analysis Using Odds and Hazard Ratios

Mohd Rashid Khan, Faizan Danish, Mustafa Ibrahim Ahmed Araibi, I. Elbatal, Ehab M. Almetwally, Ahmed M. Gemeay, G.R.V. Triveni, Rafia Jan, V.R.K. Reddy, Aafaq A. Rather

416-429
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The Effect of Website “Remaja Cegah DBD” on the Prevention Behaviour of Dengue Haemorrhagic Fever Among Students at Junior High School in Makassar City, Indonesia

Wahyunita Syahrir, Wahiduddin Wahiduddin, A. Arsunan Arsin, Ida Leida M. Thaha, Stang Stang

430-441
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Safety and Efficacy of Flow Diversion for Intracranial Aneurysms in Small Parent Vessels: A Retrospective Cohort Study

Mohamed Ali Abdelaziz, Hossam Egila, Ashraf El-Mitwally, Laurent Spelle, Khaled Sobh, Ibrahim Elmenshawi

442-459
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Exploring the Relationship between Perceived Multidimensional Social Support and Well-Being among Community Seniors Participating in Group Exercise Programs

Lim Boon Hooi, Yi Yau, Ya Chun Shen, Kam-Fong Lee, Abel Raj

460-469
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Guillain-Barré Syndrome in Egypt: Diagnostic Challenges and Subtype Evolution Over Time

Dena Elghzzawy, Ayatallah Farouk, Ahmed Abdelkhalek, Ibrahim Elmenshawi

470-485
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Bayesian Estimation of Spatiotemporal Immune-Viral Dynamics in COVID-19 Using Partial Differential Equations

Zahraa Mohsin Neamah, Mushtaq K. Abdalrahem, Manal Mousa Abdal-Ema

486-500
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Alpha Diversity Analysis of Microbiota Dysbiosis in Normal and Colorectal Cancer of Mice Feces

Muhammad Iqbal, M. Iqbal Rivai, Rini Suswita, Irwan Irwan, Avit Suchitra

501-507
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Bayesian Estimation for Factor Analysis Model in Geriatric Medicine

S. Amirtha Rani Jagulin, A. Venmani

508-516
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Predicting Sex from Hand Dimensions using Statistical Models: A Cross-Sectional Study of Medical Students

Kamlesh Kumar Shukla, Shailesh Gupta, M. Mazharul Islam, Manoj Kumar Tiwari

517-525
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A Flexible Extension of the Log-Logistic Distribution with Application to Cancer Data

Akeem Ajibola Adepoju, Mohamed A. F. Elbarkawy, Aliyu Ismail Ishaq, Narinderjit Singh Sawaran Singh, Hanita Daud, Ahmad Abubakar Suleiman, Ehab M. Almetwally, Mohammed Elgarhy

626-642
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Development and Validation of a Brief Instrument to Evaluate Primary-Care AMI Management in Mexico

Sergio Quiroz-Gomez, Juvenal Eduardo Salgado-Montalvo, Manuel Alfonso Baños-González, Jesús Arturo Solís-Montero, Karla del Socorro Celorio Méndez, Alejandro Ernesto Chale-De la Cruz, Crystell Guadalupe Guzmán Priego, Alejandro Jiménez-Sastré, Marisol Guzmán Moreno

643-650
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The Table 2 Fallacy and Overfitting: A Persistent Problem in Contemporary Research?

Víctor Juan Vera-Ponce, Jhosmer Ballena-Caicedo, Lupita Ana Maria Valladolid-Sandoval, Fiorella E. Zuzunaga-Montoya, Carmen Inés Gutierrez De Carrillo

651-661
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Robustness of Bayesian Methods in Healthcare System Assessment: A Comprehensive Review

Md. Tanwir Akhtar

662-675
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Automated Detection of Posterior Tibial Slope on X-Ray Images Using VGG19

Showkat A. Dar, Alaa A. ELnazer, Snehal Rathi, Mohammad Nadeem Khalid, Aurchana, Divya Tirva, Showkat A. Bhat, Shabaan Ali, Aafaq A. Rather

676-687
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Machine Learning-Based Prediction of Seasonal Influenza Trends in Saudi Arabia: A Tool for Regional Public Health Planning

Alshaikh A. Shokeralla, Fathelrhman El Guma, Ali H. Abdalla, Amal E.Y. Hagsddig, Rahma AbuBakr Musa, M.A.M. Eltaweel, Abdelaziz H. Elawad, Ibrahim Elshamy

688-696
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Bilal-G Family of Distributions with Applications to Biomedical and Reliability Engineering Data

Joy I. Udobi, Happiness O. Obiora-Ilouno, Okechukwu J. Obulezi, Doaa M.H. Ahmed, Ehab M. Almetwally, Mohammed Elgarhy

697-733
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Comparing Frequentist and Bayesian Quantile Regression Models for Child Hypertension in South Africa

Anesu Gelfand Kuhudzai, Kolentino N. Mpeta

734-744
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Intelligent MRI Analysis for Parkinson’s Disease Detection

R. Indhumathi, Alaa A. ELnazer, Sharvari R. Shukla, Showkat A. Dar, Hela Hakim, A. Vijaya Mahendra Varman, Tanvir Habib Sardar, Aafaq A. Rather

745-754
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To Identify the Predictors of Mortality in Renal Patients Undergoing Dialysis

Vajala Ravi, Sanjay Kumar Singh, Chandra Bhan Yadav

755-764
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Specia Issue: New Advances in Multiple Statistical Comparison and Its Applications in Medicine

Bayesian Inference and Sensitivity Analysis of Dengue Transmission in Sudan

Fathelrhman El Guma

765-774
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A New Robust Imputation Method for Longitudinal Data with Non-Normal Continuous Outcomes

Nesma M. Darwish, Yasmin A. Mohamed, Ahmed M. Gad, Abdelnaser S. Abdrabou, Wafaa M. Ibrahim

775-784
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Adversarial Machine Learning in Healthcare: Risks to AI-Driven Diagnostics and Treatment Plans

Kristne T. Soberano, Kristine A. Condes

785-794
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Beyond the Cox Model: A Comparative Parametric Survival Modelling of Time to First Birth Among Married Women

Asha Parveen, Amadou Sarr, M Mazharul Islam

795-810
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Validating Medical Treatment Effects by Projected F-tests under High Dimension with a Small Sample Size

Jiajuan Liang

811-817
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Special Issue: Trends in Artificial Intelligence and Machine Learning in Healthcare

Sex Estimation in Terms of Inclination and Alsberg in Proximal Femur by using Machine Learning Algorithms

S. Sertel Meyvaci, Handan Ankarali, Mustafa Hizal

526-531
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Determination of Alzheimer's Disease Stages by Artificial Learning Algorithms

Nurgul Bulut, Tuna Cakar, Ilker Arslan, Zeynep K. Akinci, Kevser S. Oner

532-542
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Gender Prediction from Angular and Linear Parameters in Cranium Lateral View by using Machine Learning Algorithms: A Computed Tomography Study

S. Sertel Meyvaci, İbrahim Kurtul, Mustafa Hizal, Abdullah Ray, Gülcin Ray

543-548
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Heart Disease Prediction using an Ensemble Learning Method: A Study at King Abdullah Hospital in Bisha, Saudi Arabia

Ghalia A. Alshehri, Hajar M. Alharbi, Husain H. Jabbad

549-561
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Machine Learning-Based Maternal Health Risk Assessment: A Comparative Analysis of Classification Algorithms for Predicting Risk Levels During Pregnancy

Usha Adiga, Sampara Vasishta, P. Supriya, P. Peddareddemma, Lokesh Ravi

562-568
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Transforming Breast Cancer Prediction: Advanced Machine Learning Models for Accurate Prediction and Personalized Care

Usha Adiga, Sampara Vasishta, Alfred J. Augustine, Kasala Farzia, Eddula Venkataravikanth, Lokesh Ravi

569-577
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Evaluation of A Novel Risk Factor Screening Tool for Gestational Diabetes Mellitus: A Machine Learning Based Predictive Method

Usha Adiga, Tirthal Rai, Sampara Vasishta, Banubadi Anil Kishore, Tunuguntla Amulya, Lokesh Ravi

578-589
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Comparative Analysis of Machine Learning Models for Early Heart Disease Diagnosis

Rajeshree Khande, Walid Ayadi, Nikita Bhandhari, Yasser Farhat, P.S. Metkewar, Sharvari R. Shukla, Aafaq A. Rather, Mushtaq A. Lone

590-600
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A Novel Method for Viral Conjunctivitis Detection using CNN-Based Image Analysis

Jalindar Gandal, Walid Ayadi, Yasser Farhat, P.S. Metkewar, Showkat A. Bhat, Aafaq A. Rather

601-615
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AI-Powered CNN Model for Automated Lung Cancer Diagnosis in Medical Imaging

Walid Ayadi, Yasser Farhat, Saeed Ali Althabahi, Nithiya Baskaran, Showkat A. Dar, R. Indhumathi, Madhuri Prashant Pant, Showkat A. Bhat, Aafaq A. Rather

616-625
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