Amrita Kaur

A Survey on Deep Learning Approaches to Medical Images and a Systematic Look up into Real-Time Object Detection

Amrita Kaur, Yadwinder Singh, Nirvair Neeru et al. · Archives of Computational Methods in Engineering · 2021 · 67 citations

Deep Learning Approaches, Image Classification, Convolutional Neural Network +14

GA-UNet: UNet-based framework for segmentation of 2D and 3D medical images applicable on heterogeneous datasets

Amrita Kaur, Lakhwinder Kaur, Ashima Singh · Neural Computing and Applications · 2021 · 45 citations

Medical Images, Machine Vision, Image Analysis +15

State-of-the-Art Segmentation Techniques and Future Directions for Multiple Sclerosis Brain Lesions

Amrita Kaur, Lakhwinder Kaur, Ashima Singh · Archives of Computational Methods in Engineering · 2020 · 42 citations

Image Analysis, Engineering, Medical Imaging +14

DeepCONN: patch-wise deep convolutional neural networks for the segmentation of multiple sclerosis brain lesions

Amrita Kaur, Lakhwinder Kaur, Ashima Singh · Multimedia Tools and Applications · 2023 · 14 citations

Software system to predict the infection in <scp>COVID</scp>‐19 patients using deep learning and web of things

Ashima Singh, Amrita Kaur, A.P. Dhillon et al. · Software Practice and Experience · 2021 · 13 citations · Full text