Rashadul Islam Sumon

14 papers C 1Journal 1Unranked 12

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Deep Learning Approach for Automated Plant Disease Detection Using Dot Product Attention in Convolutional Neural Networks. ICECET Salma Akter, Rashadul Islam Sumon, Abdul Rehman Khalid, Shifat Shima Akter, Hee-Cheol Kim
2025	J	`jnl`	A Semantic Evaluation Framework for Medical Report Generation Using Large Language Models. Comput. Mater. Continua Haider Ali, Rashadul Islam Sumon, Abdul Rehman Khalid, Kounen Fathima, Hee-Cheol Kim
2025	—	`conf`	Attention-Driven Self-Supervised Deep Learning for Ovarian Cancer Prediction and Classification Using Whole Slide. ICECET Md Ariful Islam Mozumder, Rashadul Islam Sumon, Ziaullah Khan, Hee-Cheol Kim
2025	—	`conf`	Ensemble Methods for Satellite Image Classification: Optimizing Vision Transformers and CNN Models in Remote Sensing. ICECET Rashadul Islam Sumon, Md Ariful Islam Mozumder, Yuldashev Asilbek Oybek Ugli, Hee-Cheol Kim
2025	—	`conf`	Innovative Deep Learning Strategies for Early Detection of Brain Tumours in MRI Scans with a Modified ResNet50V2 Approach. ICACT Rashadul Islam Sumon, Md Ariful Islam Mozumder, Salma Akter, Shah Muhammad Imtiyaj Uddin, Hee-Cheol Kim
2025	—	`conf`	Prediction of early diabetes using an XGBoost classifier and explaining the influence of the attributes on the metaheuristic algorithm. ICECET Proloy Kumar Mondal, Md Ariful Islam Mozumder, Rashadul Islam Sumon, Hee-Cheol Kim
2025	—	`conf`	Skin Cancer Detection using Transfer Learning Models and Ensemble Approach to Enhanced Diagnostic Accuracy. ICACT Khan, Hee-Cheol Kim, Md Ariful Islam Mozumder, Rashadul Islam Sumon, Tagne Poupi Theodore Armand, Mohammad Omair
2024	—	`conf`	Domesticated Cat Activity Detection Using Deep Learning Technique. ICECET Md Ariful Islam Mozumder, Rashadul Islam Sumon, Shah Muhammad Imtiyaj Uddin, Hee-Cheol Kim
2024	—	`conf`	Exploring Deep Learning and Machine Learning Techniques for Histopathological Image Classification in Lung Cancer Diagnosis. ICECET Rashadul Islam Sumon, Md Ariful Islam Mozumdar, Shah Muhammad Imtiyaj Uddin, Hee-Cheol Kim
2024	—	`conf`	Multiple Instance Learning: State-of-the-Art in Cancer Analysis, Applications & Future Potential. ICECET Md Ariful Islam Mozumder, Rashadul Islam Sumon, Shah Muhammad Imtiyaj Uddin, Tagne Poupi Theodore Armand, Hee-Cheol Kim
2023	—	`conf`	Enhanced Nuclei Segmentation in Histopathology Image Leveraging RGB Channels through Triple-Encoder and Single-Decoder Architectures. UEMCON Rashadul Islam Sumon, Md Ariful Islam Mozumder, Shah Muhammad Imtiyaj Uddin, Moon-Il Joo, Hee-Cheol Kim
2022	—	`conf`	An Explainable Computer Vision in Histopathology: Techniques for Interpreting Black Box Model. ICAIIC Subrata Bhattacharjee, Yeong-Byn Hwang, Kobiljon Ikromjanov, Rashadul Islam Sumon, Hee-Cheol Kim, Heung-Kook Choi
2022	C	`conf`	Cluster Analysis: Unsupervised Classification for Identifying Benign and Malignant Tumors on Whole Slide Image of Prostate Cancer. IPAS Subrata Bhattacharjee, Yeong-Byn Hwang, Rashadul Islam Sumon, Hafizur Rahman, Dong-Woo Hyeon, Damin Moon, Kouayep Sonia Carole, Hee-Cheol Kim, Heung-Kook Choi
2022	—	`conf`	Whole Slide Image Analysis and Detection of Prostate Cancer using Vision Transformers. ICAIIC Kobiljon Ikromjanov, Subrata Bhattacharjee, Yeong-Byn Hwang, Rashadul Islam Sumon, Hee-Cheol Kim, Heung-Kook Choi