Book Chapters (3)
- 1. Farjana Parvin, Md. Al Mamun; "Deep Feature Fusion Based Effective Brain Tumor Detection and Classification Approach Using MRI", Springer, 2023
- 2. Sudipta Progga Islam, and Farjana Parvin; "A Deep CNN-Based Approach for Revolutionizing Bengali Handwritten Numeral Recognition", Springer, 2023
- 3. Ananta Raha, Farjana Parvin, and Tasmia Jannat; "Brain Tumor Segmentation with Efficient and Low-Complex Architecture Using RCNN and Modified U-Net", Springer, 2023
Conference Papers (12)
- 1. Suraiya Akter Munni and Farjana Parvin; "A Hybrid Feature Extraction Network for COVID-19 Classification Based on Chest X-Ray Images Using LGBM", IEEE, 2024
- 2. Md Touhidul Islam, Farjana Parvin, Saad Ahmed Sazan and Tariq Bin Amir; "Comparative Analysis of Sentiment Classification on IMDB 50k Movie Reviews: A Study Using CNN, LSTM, CNN-LSTM, and BERT Models", IEEE, 2024
- 3. Taieba Tasnim and Farjana Parvin; "Deep Feature Fusion Based Brain Tumor Classification From Imbalance MRI Dataset Using Weighted Loss Functions", IEEE, 2024
- 4. Md Hasib Al Muzdadid Haque Himel, Farjana Parvin, and Azmain Yakin Srizon; "Channel Attention Integrated Lightweight Deep Neural Network for Bengali Handwritten Numerals Recognition", IEEE, 2024
- 5. Md Hasib Al Muzdadid Haque Himel, Farjana Parvin, and Azmain Yakin Srizon; "MedPlantNet: Spatial Attention and Residual Multi-Scale Feature Fusion Integrated Deep Network for Medicinal Plants Recognition", IEEE, 2024
- 6. Farjana Parvin, Md. Al Mehedi Hasan, Boshir Ahmed, Md. Al Mamun, and S. M. Kausar Parvej; "Breast Cancer Histopathological Image Classification Using an Ensemble of Deep Convolutional Neural Networks", IEEE, 2023
- 7. Marzuka Abeeda, and Farjana Parvin; "Alzheimer’s Disease Classification Using Parallel Deep Convolutional Neural Network", IEEE, 2023
- 8. Noshin Tabassum, and Farjana Parvin; "Utilizing Transfer Learning and Class-Selective Image Processing for COVID-19 Detection", IEEE, 2023
- 9. Farjana Parvin, and Md. Al Mamun; "An Effective Brain Tumor Classification Approach using Parallel Deep Convolutional Neural Networks", IEEE, 2023
- 10. Farjana Parvin, and Md. Al Mamun; "Feature Fusion Based Effective Brain Tumor Detection Approach Using MRI", IEEE, 2022
- 11. Md. Al Mehedi Hasan, Jungpil Shin and Farjana Parvin; "Deep Transfer Learning Based Detection of COVID-19 from Chest X-ray Images", ACM, 2021
- 12. Farjana Parvin and Md. Al Mehedi Hasan; "A Comparative Study of Different Types of Convolutional Neural Networks for Breast Cancer Histopathological Image Classification", IEEE, 2020