Vol. 8 No. 01 (2024): Journal of Computing & Biomedical Informatics

View Vol. 8 No. 01 (2024): Journal of Computing & Biomedical Informatics

Published: 2024-12-01

Articles

Performance Evaluation of Various Optimizers for Breast Cancer Diagnosis Using Neural Networks

Yasir Nawaz, M U Hashmi, Muazzam Ali, Hafsa Bibi, Muzaffar Ali, Abdul Manan
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Assessing the Effectiveness of Ensemble Learning Models for Hepatitis C Detection through Advanced Machine Learning Techniques

Fatima Zafar, Syed Muhammad Junaid Zaidi, Muazzam Ali, M U Hashmi, Muhammad Azam, Suman Arshad
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A Novel Approach to Vitiligo Diagnosis using Artificial Neural Networks and Dermatological Image Analysis

Muhammad Usman, Muhammad Yasir Iqbal, Khadija Zafar, Sana Basharat
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A Comprehensive Survey of IoT Threats Assessment and Mitigation Strategies

Salman Mushtaq Qureshi, Syed Muhammad Sajjad, Faisal Fiaz, Komal Batool, Muhammad Kaleem, Sayyid Kamran Hussain, Sadaqat Ali Ramay
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A Comparative Study of Machine Learning Models for Heart Disease Prediction Using Grid Search and Random Search for Hyperparameter Tuning

Suman Arshad, Syed Muhammad Junaid Zaidi, Muazzam Ali, M U Hashmi, Abdul Manan, Affan Ahmad
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Prevalence of De Quervain’s Tenosynovitis and its Association with Overwriting Pain and Handheld Devices Usage among College Students in Multan

Ayesha Rani, Fatima Ejaz, Maryam Naveed Sheikh, Saleha Tehreem, Eber Rohail, Hafsa Sattar, Mamona Ansari
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Smart Irrigation System for Wheat in Southern Punjab Using IOT-based Wireless Technology

Safira Mustafa, Humayun Salahuddin, Ammar Ashraf, Mamoona Shafique, Saba Salahuddin, Muneeb Akbar
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Tidal Effect of Modified Schwarzschild Black Hole Under the Influence of Rindler Acceleration and Cosmological Constant

R. Minhas, M. U. Hashmi, M. Ali
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Deep Learning Approaches for Brain Tumor Detection and Segmentation in MRI Imaging

Usman Humayun, Muhammad Tahir Yaseen, Ali Shahwaiz, Arslan Iftikhar
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Using Blockchain Technology to Enhance Security in VANET: A Comprehensive Analysis

Rania Naveed, Irshad Ahmed Sumra, Syed Aleem Muzaffar, Sumiya Sundas
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A Comparative Study of Advanced Machine Learning Ensemble Techniques for Classification of Breast Cancer

Tayyaba Yasmeen, Muazzam Ali, M U Hashmi, M Adnan Hashmi, Zeeshan Mehmood
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In Silico Analysis of nsSNPs in the Rb1 Gene for Predicting Pathogenicity and Disease Associations

Anum Munir, Mustajeeb Ur Rehman, Tahira Iqbal
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A lightweight Approach to Finger Vein Authentication based on Con-trast-Limited Adaptive Histogram Equalization

Hedi A. Guesmi
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Brain Tumor Segmentation and Classification Using ResNet50 and U-Net with TCGA-LGG and TCIA MRI Scans

Muhammad Abdullah Aish, Jawad Ahmad, Fawad Nasim, Muhammad Javaid Iqbal
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Artificial Intelligence-Enhanced Risk Stratification and Prediction of Cardiovascular Disease through Machine Learning

Faiza Shabbir, Nimra Tariq, Sidra Siddiqui, Nimra Tanveer, Zille Huma
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Evaluation of Big Data Tools: A Comparative Study

Prince Hamza Shafique, Mubashar Hussain , Salahuddin, Meiraj Aslam, Muhammad Sufyan, Syed Shahid Abbas
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Efficient Electricity Theft Detection Using Hybrid CNN-XGBoost Model

Sayed O. Madbouly, Hedi A. Guesmi
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Dynamic Malware Detection in Wireless Networks using Deep Learning

Muhammad Aitzaz Ahsan, Muhammad Munwar Iqbal, Habib Akbar, Shaban Ramzan, Hamza Badi Uz Zaman Khan, Umair Khadam, Muhammad Umar Chaudhry
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Machine Learning-based Estimation of Soybean Growth

Samia Mishal, Hira Nazir, Muhammad Sami Ullah
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Impact of Macroeconomic Indicators on Stock Market Predictions: A Cross Country Analysis

Muhammad Atif Khan, Hammad Ali, Hira Shabbir, Fatima Noor, Muhammad Dawood Majid
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Automated Indoor Plant Health and Pest Control System Leveraging Frontier Technologies for Enhanced Agriculture

Ashar Ahmed, Muhammad Anus, Ali Saqlain , Waqas Jan, Syed Muhammad Atif
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Neural Network Based Skin Cancer Classification from Clinical Images: Accuracy and Robustness Analysis

Rana Arbab Haider, Khadija Zafar, Sana Basharat, Muhammad Faheem Khan
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Analyzing the Impact of Cybercrime and Its Security in Banking Sectors of Pakistan by Using Data Mining

Afsheen Riaz, Sadaqat Ali Ramay, Farwa Abbas, Asif Hussain, Nabgha Naveed, Tahir Abbas
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Real-Time Traffic Flow Prediction using IoT-Driven Machine Learning

Syeda Sitara Waseem, Hina Sattar, Shabana Ramzan, Nimra Nasir, Manahil Khan
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Harnessing Artificial Intelligence for Lung and Colon Cancer Classification via CNN

Zulqarnain Iqbal, Adnan Ahmed Rafique, Areeba Sarwar, Maryam Izat
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A Novel Multi-Tiered Security Architecture for IoT: Integrating AI, Blockchain, and Efficient Cryptography

Salma Bibi, Muhammad Hammad Akhtar, Usman Ali, Fatima Noor
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High-Efficiency Battery Charging for Electric Vehicles: MATLAB Simulation of a Phase-Shifted Full-Bridge DC-DC Converter

Saif Ullah, M U Hashmi, Tanzil Ur Rehman, Muazzam Ali, Abdul Manan
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Enhancing Security of Autonomous Vehicles using Layered Strategy with Defensive Techniques-A Survey

Saadia Bano, M. Ismail Kashif, Qudsia Zafar
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Deep Learning based Smart Healthcare Monitoring System using Sensory Network

Saria Shafi, Shabana Ramzan, Hina Sattar, Sidra Khalid, Ayesha Hassan
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Urdu Language Text Summarization using Machine Learning

Imtiaz Khan, Muhammad Imran Khan Khalil, Asif Nawaz, Izaz Ahmad Khan, Lubna Zafar, Sheeraz Ahmed
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Enhancing Reliability and Sustainability of Green Communication in Next-Generation Wireless Systems through Energy Harvesting

Salahuddin, Syed Shahid Abbas, Prince Hamza Shafique, Abdul Manan Razzaq, Mohsin Ikhlaq
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Optimized Deep Learning Framework for Early Detection of Heart Disease

Qandeel Asghar, Haseeb Ur Rehman, Muhammad Adnan
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Enhancing Vehicular Network Security: An In-Depth analysis of Machine Learning Approaches

Ezzah Fatima, Irshad Ahmed Sumra, Syed Aleem Muzaffar
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Ocular Diseases Detection Using Machine Learning, Deep Learning and Artificial Intelligence Based Techniques

Sayyid Kamran Hussain, Sadaqat Ali Ramay, Tahir Abbas, Muhammad Kaleem, Asif Khanzada
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Optimized AI-Driven Intrusion Detection in WSNs: A Semi-Supervised Learning Paradigm

Syed Shahid Abbas, Salahuddin, Abdul Manan Razzaq, Mubashar Hussain, Meiraj Aslam, Prince Hamza Shafique, Muhammad Asif Nadeem
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Dose-Response Association between Musculoskeletal Disorders and Physical Factors among Construction Workers

Maryam Naveed Sheikh, Fatima Ejaz, Ghazala Zafar, Ayesha Rani, Ishrat Yasin, Mehpara Nasir, Asma Afzal
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Predictive Machine Learning Models for Early Diabetes Diagnosis: Enhancing Accuracy and Privacy with Federated Learning

Zill E Huma, Nimra Tariq, Shaharyar Zaidi
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Detection of DDoS/DoS Attack Methodologies in Cloud Computing Network: A Survey

Tariq Mehboob, Irshad Ahmad Sumra, Iram Shahzadi
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Artificial Intelligence of Things (AIoT) for Cardiac Healthcare: A Real-Time Monitoring Solution

Sanam Nayab, Sadia Zahra, Hina Mahjabeen
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A Trust-Driven Optimization of Role-Based Access Control in E-Health Cloud Systems

Hedi A. Guesmi
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Calculating Topological Indices of Benes and Butterfly Network

Kashif Aslam, Muazzam Ali, Aqdas, M U Hashmi, Affan Ahamd, Umair Ahmad
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Unveiling Complex Scenes: A Deep Belief Network and Semantic Segmentation Approach

Adnan Ahmed Rafique, Yasir Javaid
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AI-Powered Phishing Detection and Mitigation for IoT-Based Smart Home Security

Noor Fatima, Mohsin Ashraf, Rabia Tehseen, Uzma Omer, Nosheen Sabahat, Rubab Javaid, Madiha Yousaf, Maham Mehr, Ayesha Zaheer
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Detection and Analysis of Brain Tumors on the Basis of their Area and Density by Segmentation

Neelam Shahzadi, Romaisa Irfan, Zainab Qaisar, Tabinda Razzaq, Afriaz khan
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Diazotrophs-Assisted Phytoremediation of Pesticides: A Novel Approach

Kesho Lal, Saima Shaukat, Rimsha Shoukat, Nazir Mohammad, Haris Maqbool, Shanza Abdul Qayyum, Hassan Javed Chaudhary, Muhammd Farooq Hussain Munis
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A Comparative Study of Machine Learning Methods for Optimizing Mushroom Classification

Muhammad Arslan, Muhammad Azam, Muazzam Ali, M U Hashmi, Amna Kousar, Zarqa Zafar
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Machine Learning-Based Multi-Factorial Genetic Disorder Prediction System

Maya Bint Yousaf , Sadia Abbas Shah, Syed Younus Ali, Huma Chaudhry, Ahmad Ibne Yousaf, Khurram Aziz, Khizra Hashmat, Misbah Akram
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Diabetes Prediction Using Deep Learning: A Comprehensive Approach Utilizing Feature Selection and Deep Neural Networks

Adnan Shafqat, Saira Afzal, Muhammad Haseeb Zia, Saima Zaib, Muhammad Tahir, Aqsa Zehra
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Prevalence of the Trigger Finger in Barbers of Multan

Ansa Zoha, Fatima Ejaz, Tehzeeb Tabbasum, Maryam Naveed Sheikh
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Machine Learning-Based Classification Algorithms for Predicting Hepatitis C: A Comprehensive Analysis

Amna Zulfiqar, Tahira Iqbal, Anum Munir
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YOLOv9-Based YOLO-Enhanced Smart Glasses for Real-Time Recognition of Pakistani Currency: Empowering the Visually Impaired

Mamoona Khalid, Hafiz Burhan Ul Haq, Zara Janjua, Hafiz Muhammad Muneeb Akhtar, Hafiz Muhammad Yousaf
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Sentiment Analysis Classification of ChatGPT Tweets Using Machine Learning and Deep Learning Algorithms

Imtiaz Hussain, Syed Muhmmad Hassan Zaidi, Usman Khan, Adnan Ahmed
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Deep Learning-Based Methods for Brain Tumor Segmentation: A State-of-the-Art Review

Meiraj Aslam , Inzam Shahzad, Aneesa Malik, Salahuddin, Muhammad Murtaza Khan
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