Sabrina Dhalla

Integrating explainability into deep learning-based models for white blood cells classification

Kunal Bhatia, Sabrina Dhalla, Ajay Mittal et al. · Computers & Electrical Engineering · 2023 · 23 citations

Artificial Intelligence, Deep Learning-based Models, Engineering +8

Semantic segmentation of palpebral conjunctiva using predefined deep neural architectures for anemia detection

Sabrina Dhalla, Junaid Maqbool, Tanvir Singh Mann et al. · Procedia Computer Science · 2023 · 20 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +23

LeukoCapsNet: a resource-efficient modified CapsNet model to identify leukemia from blood smear images

Sabrina Dhalla, Ajay Mittal, Savita Gupta · Neural Computing and Applications · 2023 · 17 citations

Image Analysis, Engineering, Medical Imaging +14

A combination of simple and dilated convolution with attention mechanism in a feature pyramid network to segment leukocytes from blood smear images

Sabrina Dhalla, Ajay Mittal, Savita Gupta et al. · Biomedical Signal Processing and Control · 2022 · 11 citations

Convolutional Neural Network, Cell Detection, Machine Vision +14