Director, Medical Imaging Research & Analysis Wing

Director, Women in Science & Engineering Wing

Saadia Binte Alam, PhD

Publications (39)

Siam Tahsin Bhuiyan, Rashedur Rahman, Saadia Binte Alam, Halima Khatun, Riyadul Islam, Sefatul Wasi, Md Akil Raihan Iftee, Ashraful Islam

Patch-Based Deep Ensemble Learning for Enhancing Pelvic Fracture Detection

2025 28th International Conference on Computer and Information Technology (ICCIT), pp. 3022-3027, 2025

In: 2025 28th International Conference on Computer and Information Technology (ICCIT)

Conference PaperDOI URL

Md Zafor Iqbal, Redwan Rahman, Kazi Toushia Nahar, Siam Tahsin Bhuiyan, Ashraful Islam, Saadia Binte Alam, Rashedur Rahman, Md Ashraful Amin

A Cross-Modal Benchmark of Deep Learning Encoders for Automated Liver Segmentation

2025 28th International Conference on Computer and Information Technology (ICCIT), pp. 3282-3287, 2025

In: 2025 28th International Conference on Computer and Information Technology (ICCIT)

Conference PaperDOI URL

Shakib Absar, Iftekhar Ahmed, Shadman Sakib, Nabajyoti Sharma, Siam Tahsin Bhuiyan, Saadia Binte Alam, Ashraful Islam, Rashedur Rahman

Multi-Strategy Optimization of U-Net Variants for Orthopantomogram Segmentation

2025 IEEE International Conference on Biomedical Engineering, Computer and Information Technology for Health (BECITHCON), pp. 17-22, 2025

In: 2025 IEEE International Conference on Biomedical Engineering, Computer and Information Technology for Health (BECITHCON)

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

Abdullah Al Alam Shanto, Mumtahina Esha, Sadia Alam Kotha, Riyadul Islam, Sefatul Wasi, Siam Tahsin Bhuiyan, Rashedur Rahman, Saadia Binte Alam

Assessing the Impact of Architectural Design in Deep Learning Models for Fundus-Based Ocular Disease Detection

2025 IEEE 2nd International Conference on Computing, Applications and Systems (COMPAS), pp. 1-6, 2025

In: 2025 IEEE 2nd International Conference on Computing, Applications and Systems (COMPAS)

Conference PaperDOI URL

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Publications (39)

Siam Tahsin Bhuiyan, Rashedur Rahman, Saadia Binte Alam, Halima Khatun, Riyadul Islam, Sefatul Wasi, Md Akil Raihan Iftee, Ashraful Islam

Patch-Based Deep Ensemble Learning for Enhancing Pelvic Fracture Detection

2025 28th International Conference on Computer and Information Technology (ICCIT), pp. 3022-3027, 2025

In: 2025 28th International Conference on Computer and Information Technology (ICCIT)

Conference PaperDOI URL

Md Zafor Iqbal, Redwan Rahman, Kazi Toushia Nahar, Siam Tahsin Bhuiyan, Ashraful Islam, Saadia Binte Alam, Rashedur Rahman, Md Ashraful Amin

A Cross-Modal Benchmark of Deep Learning Encoders for Automated Liver Segmentation

2025 28th International Conference on Computer and Information Technology (ICCIT), pp. 3282-3287, 2025

In: 2025 28th International Conference on Computer and Information Technology (ICCIT)

Conference PaperDOI URL

Shakib Absar, Iftekhar Ahmed, Shadman Sakib, Nabajyoti Sharma, Siam Tahsin Bhuiyan, Saadia Binte Alam, Ashraful Islam, Rashedur Rahman

Multi-Strategy Optimization of U-Net Variants for Orthopantomogram Segmentation

2025 IEEE International Conference on Biomedical Engineering, Computer and Information Technology for Health (BECITHCON), pp. 17-22, 2025

In: 2025 IEEE International Conference on Biomedical Engineering, Computer and Information Technology for Health (BECITHCON)

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

Abdullah Al Alam Shanto, Mumtahina Esha, Sadia Alam Kotha, Riyadul Islam, Sefatul Wasi, Siam Tahsin Bhuiyan, Rashedur Rahman, Saadia Binte Alam

Assessing the Impact of Architectural Design in Deep Learning Models for Fundus-Based Ocular Disease Detection

2025 IEEE 2nd International Conference on Computing, Applications and Systems (COMPAS), pp. 1-6, 2025

In: 2025 IEEE 2nd International Conference on Computing, Applications and Systems (COMPAS)

Conference PaperDOI URL

Saadia Binte Alam, PhD

Publications (39)

Patch-Based Deep Ensemble Learning for Enhancing Pelvic Fracture Detection

A Cross-Modal Benchmark of Deep Learning Encoders for Automated Liver Segmentation

Multi-Strategy Optimization of U-Net Variants for Orthopantomogram Segmentation

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

Assessing the Impact of Architectural Design in Deep Learning Models for Fundus-Based Ocular Disease Detection

Saadia Binte Alam, PhD

Publications (39)

Patch-Based Deep Ensemble Learning for Enhancing Pelvic Fracture Detection

A Cross-Modal Benchmark of Deep Learning Encoders for Automated Liver Segmentation

Multi-Strategy Optimization of U-Net Variants for Orthopantomogram Segmentation

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

Assessing the Impact of Architectural Design in Deep Learning Models for Fundus-Based Ocular Disease Detection

A Two-Stage Deep Learning Framework for Liver and Hepatocellular Carcinoma Segmentation on MRI

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

Adaptive Denoising Filter Selection for Preprocessing Low-Light Images via Feature-Based Machine Learning Noise Classification System

Deep Learning for Skin Disease Classification: A Comparative Analysis of Convolutional and Transformer-Based Models

Lung disease diagnosis from CXR using convolutional neural network (CNN): A comparative study