423 citations
- Shuvashis Sarker7 · h 5
- Mohammad Imrul Jubair6 · h 7
- Tashreef Muhammad6 · h 6
- Faika Fairuj Preotee2 profiles5 · h 4
- G. M. Shahariar2 profiles5 · h 6
- Shamim Rahim Refat5 · h 4
- F. Shah3 · h 15
- Khan Md Hasib3 · h 21
- Md. Saiful Islam2 profiles3 · h 20
- Md. Tanvir Rouf Shawon3 · h 7
- Mohammad Shafiul Alam2 profiles3 · h 6
- Shifat Islam3 · h 4
- Bangladesh University of Engineering and TechnologyBD7 papers
- University of DhakaBD5 papers
- Southeast UniversityCN3 papers
- Bangladesh Atomic Energy CommissionBD2 papers
- Bangladesh University of Business and TechnologyBD2 papers
- BRAC UniversityBD2 papers
- University of Colorado BoulderUS2 papers
- Al-Mustaqbal University1 paper
- Bangladesh UniversityBD1 paper
- Begum Rokeya UniversityBD1 paper
- Bowen UniversityNG1 paper
- Chitkara UniversityIN1 paper
37 papers
An Exploratory Approach Towards Investigating and Explaining Vision Transformer and Transfer Learning for Brain Disease Detection
Shuvashis Sarker, Shamim Rahim Refat, Faika Fairuj Preotee +3
The brain is a highly complex organ that manages many important tasks, including movement, memory and thinking. Brain-related conditions, like tumors and degenerative disorders, ca…
An Approach Towards Identifying Bangladeshi Leaf Diseases through Transfer Learning and XAI
Faika Fairuj Preotee, Shuvashis Sarker, Shamim Rahim Refat +2
Leaf diseases are harmful conditions that affect the health, appearance and productivity of plants, leading to significant plant loss and negatively impacting farmers' livelihoods.…
Comprehensive Lung Disease Detection Using Deep Learning Models and Hybrid Chest X-ray Data with Explainable AI
Shuvashis Sarker, Shamim Rahim Refat, Faika Fairuj Preotee +2
Advanced diagnostic instruments are crucial for the accurate detection and treatment of lung diseases, which affect millions of individuals globally. This study examines the effect…
A Comprehensive Analysis of COVID-19 Detection Using Bangladeshi Data and Explainable AI
Shuvashis Sarker
COVID-19 is a rapidly spreading and highly infectious virus which has triggered a global pandemic, profoundly affecting millions across the world. The pandemic has introduced unpre…
Transfer Learning and Explainable AI for Brain Tumor Classification: A Study Using MRI Data from Bangladesh
Shuvashis Sarker
Brain tumors, regardless of being benign or malignant, pose considerable health risks, with malignant tumors being more perilous due to their swift and uncontrolled proliferation,…
Optimizing DDoS Detection in SDNs Through Machine Learning Models
Md. Ehsanul Haque, Amran Hossain, Md. Shafiqul Alam +3
The emergence of Software-Defined Networking (SDN) has changed the network structure by separating the control plane from the data plane. However, this innovation has also increase…