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ccds@iub.edu.bd +88 01885 570 597

Center for Computational & Data Sciences (CCDS), Independent University, Bangladesh (IUB). Plot 16, Aftabuddin Ahmed Road, Block B, Bashnudhara RA, Dhaka 1229, Bangladesh.

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Sami Rashid | CCDS

Intern

Sami Rashid

2120326@iub.edu.bd Website

Research Areas

Machine Learning

Publications (6)

Sami Rashid, Md Fahim Shahriar, Sumaiya Karim Katha, Ezharuddin Jubaer, Akm Moshiur Rahman Mazumder, Ashraful Islam, Mohsena Ashraf, Asif Mahmud, M Ashraful Amin

AI Agents in Healthcare: A Survey of Applications, Resources, and Challenges

2025 IEEE 23rd Student Conference on Research and Development (SCOReD), pp. 1-6, 2025

In: 2025 IEEE 23rd Student Conference on Research and Development (SCOReD)

Conference PaperDOI URL

Sabrina Masum Meem, Mohammed Tahmid Hossain, Sami Rashid, Ashraful Islam, Rashedur Rahman, Istiaq Ahmed, Asif Mahmud, Saadia Binte Alam, M Ashraful Amin

Resolution, Compression, and GAN-Enhanced Evaluation of YOLO Models on the Poribohon-BD Vehicle Dataset

2025 IEEE 23rd Student Conference on Research and Development (SCOReD), pp. 1-6, 2025

In: 2025 IEEE 23rd Student Conference on Research and Development (SCOReD)

Conference PaperDOI URL

Sami Rashid, Tasnuba Badrul, Lishan Rafid, Jahanggir Hossain Setu, Nabarun Halder, Ashraful Islam

Ensemble and Deep Learning Approaches for Automated Screening of Anxiety, Depression, and Burnout in Medical Student Populations

IEEE 2024 International Advances in Science & Engineering Technology (ASET) Multi-Conferences, pp. 01-10, 2024

Conference PaperDOI URL

Software deploymentKey (lock)Health careHealthcare systemSystem integrationVariety (cybernetics)

PreprocessorObject detectionFidelitySoftware deploymentMargin (machine learning)Pipeline transportObject (grammar)Pipeline (software)Bandwidth (computing)

BurnoutAnxietyDepression (economics)PsychologyClinical psychologyDeep learningEnsemble learningMachine learningArtificial intelligenceApplied psychologyData scienceComputer science

Md. Safirur Rashid, Md. Samin Morshed, Muhammad Usama Islam, Sami Rashid, Asif Mahmud, Ashraful Islam

Mycological Examination of Microscopic Fungi Images with Deep Learning and Gradient Weighted Class Activation Mapping Visualization

IEEE 2024 International Advances in Science & Engineering Technology (ASET) Multi-Conferences, pp. 01-08, 2024

Conference PaperDOI URL

VisualizationComputer scienceClass (philosophy)Artificial intelligenceComputer visionPattern recognition (psychology)Computer graphics (images)

SDG 4: Quality Education

Mahmudul Islam, Sami Rashid, Lishan Rafid, Tasnuba Badrul, Ashaful Islam, Beenish M Chaudhry

Design and Evaluation of a Smartwatch-Based Physiological Signal-Driven Workplace Stress Management mHealth Tool for Bangladeshi Healthcare Professionals

IEEE 2024 International Advances in Science & Engineering Technology (ASET) Multi-Conferences, pp. 1-10, 2024

Conference PaperDOI URL

SmartwatchmHealthComputer scienceHealth careeHealthHealth professionalsWearable computerHuman–computer interaction

SDG 8: Decent Work and Economic Growth

Noor Masrur, Nabarun Halder, Sami Rashid, Ashraful Islam, Tarem Ahmed

Performance Analysis of Ensemble and DNN Models for Decoding Mental Stress Utilizing ECG-Based Wearable Data Fusion

IEEE 12th International Black Sea Conference on Communications and Networking, pp. 276-279, 2024

Conference PaperDOI URL

Decoding methodsComputer scienceWearable computerMental stressStress (linguistics)Sensor fusionSpeech recognitionArtificial intelligence

SDG 10: Reduced Inequalities