Portrait of Asif Mahmud

Asif Mahmud

  • Co-Director, IPT Wing

Lecturer, Department of Computer Science and Engineering, Independent University, Bangladesh

Publications (11)

Mohammed Tashfiq Islam, Mustaqueem Alam, JM Sadik-Ul Islam Smaron, Jahanggir Hossain Setu, Siam Tahsin Bhuiyan, Rashedur Rahman, Asif Mahmud, Saadia Binte Alam, Ashraful Islam

Comparative evaluation of deep learning models for multi-disease classification using reflective dental imaging

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

Conference PaperDOIURL
  • dental caries
  • tooth discoloration
  • MobileNetV2
  • tooth agenesis
  • DenseNet121
  • ResNet-101
  • class imbalance
  • teledentistry
  • dental calculus
  • saliency maps
  • SDG 3Good Health and Well-being

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

Conference PaperDOIURL
  • algorithmic bias
  • Medical education
  • diagnostic imaging
  • clinical decision support
  • multi-agent systems
  • medical consultation
  • large language models
  • AI Agents
  • regulatory challenges
  • explainability
  • SDG 3Good Health and Well-being

Mohammad Aftab Mahmud, Md Ridwan Mahmud, Md Zakir Hossan, Asif Mahmud, Ashraful Islam, M Ashraful Amin

Blockchain-Enabled Voluntary Carbon Credit Marketplace for Bangladesh: A Decentralized Solution to Climate Accountability

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

Conference PaperDOIURL
  • Ethereum smart contracts
  • carbon credits
  • Blockchain
  • climate finance
  • IPFS
  • carbon credit verification
  • voluntary carbon markets
  • land registration
  • climate accountability
  • Bangladesh
  • SDG 13Climate Action

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

Conference PaperDOIURL
  • YOLOv12
  • YOLOv10
  • Real-ESRGAN
  • intelligent transportation systems
  • YOLOv8
  • resource-constrained environments
  • vehicle detection
  • Image resolution
  • JPEG compression
  • SDG 11Sustainable Cities and Communities

Deawan Rakin Ahamed Remal, Sinthia Chowdhury, Ashraful Islam, SM Rakibul Islam, Nabarun Halder, Faiza Omar Arpita, Jahanggir Hossain Setu, Asif Mahmud, M Ashraful Amin

Effectiveness of Transfer Learning Approach for Low-Resource Bangla Dialect Translation

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

Conference PaperDOIURL
  • character error rate
  • mT5
  • transfer learning
  • low-resource translation
  • fine-tuning
  • encoder-decoder architecture
  • Word error rate
  • NLLB
  • mBART
  • data scarcity

Faiza Omar Arpita, Istiaq Ahmed, Ashraful Islam, Ashfaqul Islam, Asif Mahmud, M Ashraful Amin

Preliminary design of a culturally tailored AI-integrated mhealth app for gestational diabetes and excessive weight management in bangladesh

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

Conference PaperDOIURL
  • excessive gestational weight gain
  • postpartum women
  • Bangladesh
  • gestational diabetes mellitus
  • digital literacy
  • health information behavior
  • User-centered design
  • trust and privacy
  • low- and middle-income countries
  • artificial intelligence in healthcare
  • SDG 3Good Health and Well-being
  • SDG 5Gender Equality

Nusrat Sultana, Anika Islam, Yousra Tabassum, Jahanggir Hossain Setu, Asif Mahmud, Ashraful Islam, M. Ashraful Amin

Segment Anything Model 2 (SAM 2) for Accurate Flood Detection in Remote Sensing Imagery

2024 7th Asia Conference on Cognitive Engineering and Intelligent Interaction (CEII 2024), pp. 1-5, 2024

Conference PaperDOIURL
  • flood detection
  • U-Net
  • synthetic aperture radar images
  • Segment Anything Model 2
  • Image segmentation
  • flood zone mapping
  • Remote sensing
  • SDG 13Climate Action
  • SDG 11Sustainable Cities and Communities
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