Rashadul Islam Sumon

According to our database, Rashadul Islam Sumon authored at least 14 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

A Semantic Evaluation Framework for Medical Report Generation Using Large Language Models.

Haider Ali, Rashadul Islam Sumon, Abdul Rehman Khalid, Kounen Fathima, Hee-Cheol Kim

Comput. Mater. Continua, 2025

Ensemble Methods for Satellite Image Classification: Optimizing Vision Transformers and CNN Models in Remote Sensing.

Rashadul Islam Sumon, Md Ariful Islam Mozumder, Yuldashev Asilbek Oybek Ugli, Hee-Cheol Kim

Proceedings of the 2025 5th International Conference on Electrical, 2025

Attention-Driven Self-Supervised Deep Learning for Ovarian Cancer Prediction and Classification Using Whole Slide.

Md Ariful Islam Mozumder, Rashadul Islam Sumon, Ziaullah Khan, Hee-Cheol Kim

Proceedings of the 2025 5th International Conference on Electrical, 2025

Prediction of early diabetes using an XGBoost classifier and explaining the influence of the attributes on the metaheuristic algorithm.

Proloy Kumar Mondal, Md Ariful Islam Mozumder, Rashadul Islam Sumon, Hee-Cheol Kim

Proceedings of the 2025 5th International Conference on Electrical, 2025

A Deep Learning Approach for Automated Plant Disease Detection Using Dot Product Attention in Convolutional Neural Networks.

Salma Akter, Rashadul Islam Sumon, Abdul Rehman Khalid, Shifat Shima Akter, Hee-Cheol Kim

Proceedings of the 2025 5th International Conference on Electrical, 2025

Innovative Deep Learning Strategies for Early Detection of Brain Tumours in MRI Scans with a Modified ResNet50V2 Approach.

Rashadul Islam Sumon, Md Ariful Islam Mozumder, Salma Akter, Shah Muhammad Imtiyaj Uddin, Hee-Cheol Kim

Proceedings of the 27th International Conference on Advanced Communications Technology, 2025

Skin Cancer Detection using Transfer Learning Models and Ensemble Approach to Enhanced Diagnostic Accuracy.

Khan, Hee-Cheol Kim, Md Ariful Islam Mozumder, Rashadul Islam Sumon, Tagne Poupi Theodore Armand, Mohammad Omair

Proceedings of the 27th International Conference on Advanced Communications Technology, 2025

2024

Exploring Deep Learning and Machine Learning Techniques for Histopathological Image Classification in Lung Cancer Diagnosis.

Rashadul Islam Sumon, Md Ariful Islam Mozumdar, Shah Muhammad Imtiyaj Uddin, Hee-Cheol Kim

Proceedings of the International Conference on Electrical, 2024

Multiple Instance Learning: State-of-the-Art in Cancer Analysis, Applications & Future Potential.

Md Ariful Islam Mozumder, Rashadul Islam Sumon, Shah Muhammad Imtiyaj Uddin, Tagne Poupi Theodore Armand, Hee-Cheol Kim

Proceedings of the International Conference on Electrical, 2024

Domesticated Cat Activity Detection Using Deep Learning Technique.

Md Ariful Islam Mozumder, Rashadul Islam Sumon, Shah Muhammad Imtiyaj Uddin, Hee-Cheol Kim

Proceedings of the International Conference on Electrical, 2024

2023

Enhanced Nuclei Segmentation in Histopathology Image Leveraging RGB Channels through Triple-Encoder and Single-Decoder Architectures.

Rashadul Islam Sumon, Md Ariful Islam Mozumder, Shah Muhammad Imtiyaj Uddin, Moon-Il Joo, Hee-Cheol Kim

Proceedings of the 14th IEEE Annual Ubiquitous Computing, 2023

2022

Cluster Analysis: Unsupervised Classification for Identifying Benign and Malignant Tumors on Whole Slide Image of Prostate Cancer.

Subrata Bhattacharjee, Yeong-Byn Hwang, Rashadul Islam Sumon, Hafizur Rahman, Dong-Woo Hyeon, Damin Moon, Kouayep Sonia Carole, Hee-Cheol Kim, Heung-Kook Choi

Proceedings of the 5th IEEE International Conference on Image Processing Applications and Systems, 2022

Whole Slide Image Analysis and Detection of Prostate Cancer using Vision Transformers.

Kobiljon Ikromjanov, Subrata Bhattacharjee, Yeong-Byn Hwang, Rashadul Islam Sumon, Hee-Cheol Kim, Heung-Kook Choi

Proceedings of the 2022 International Conference on Artificial Intelligence in Information and Communication, 2022

An Explainable Computer Vision in Histopathology: Techniques for Interpreting Black Box Model.

Subrata Bhattacharjee, Yeong-Byn Hwang, Kobiljon Ikromjanov, Rashadul Islam Sumon, Hee-Cheol Kim, Heung-Kook Choi

Proceedings of the 2022 International Conference on Artificial Intelligence in Information and Communication, 2022