| 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 |
Conference |
| 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 |
Conference |
| 3 |
Taieba Tasnim and Farjana Parvin |
Deep Feature Fusion Based Brain Tumor Classification From Imbalance MRI Dataset Using Weighted Loss Functions |
IEEE |
2024 |
Conference |
| 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 |
Conference |
| 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 |
Conference |
| 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 |
Conference |
| 7 |
Marzuka Abeeda, and Farjana Parvin |
Alzheimer’s Disease Classification Using Parallel Deep Convolutional Neural Network |
IEEE |
2023 |
Conference |
| 8 |
Noshin Tabassum, and Farjana Parvin |
Utilizing Transfer Learning and Class-Selective Image Processing for COVID-19 Detection |
IEEE |
2023 |
Conference |
| 9 |
Farjana Parvin, Md. Al Mamun |
Deep Feature Fusion Based Effective Brain Tumor Detection and Classification Approach Using MRI |
Springer |
2023 |
Book Chapter |
| 10 |
Sudipta Progga Islam, and Farjana Parvin |
A Deep CNN-Based Approach for Revolutionizing Bengali Handwritten Numeral Recognition |
Springer |
2023 |
Book Chapter |
| 11 |
Ananta Raha, Farjana Parvin, and Tasmia Jannat |
Brain Tumor Segmentation with Efficient and Low-Complex Architecture Using RCNN and Modified U-Net |
Springer |
2023 |
Book Chapter |
| 12 |
Farjana Parvin, and Md. Al Mamun |
An Effective Brain Tumor Classification Approach using Parallel Deep Convolutional Neural Networks |
IEEE |
2023 |
Conference |
| 13 |
Farjana Parvin, and Md. Al Mamun |
Feature Fusion Based Effective Brain Tumor Detection Approach Using MRI |
IEEE |
2022 |
Conference |
| 14 |
Md. Al Mehedi Hasan, Jungpil Shin and Farjana Parvin |
Deep Transfer Learning Based Detection of COVID-19 from Chest X-ray Images |
ACM |
2021 |
Conference |
| 15 |
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 |
Conference |
