MobileCaps: A Lightweight Model for Screening and Severity Analysis of COVID-19 Chest X-Ray Images

no code implementations • 19 Aug 2021 • S J Pawan, Rahul Sankar, Amithash M Prabhudev, P A Mahesh, K Prakashini, Sudha Kiran Das, Jeny Rajan

Further, the severity assessment model attained an R$^2$ coefficient of 70. 51.

Bayesian Optimization

Medical Image Segmentation with 3D Convolutional Neural Networks: A Survey

no code implementations • 19 Aug 2021 • S Niyas, S J Pawan, M Anand Kumar, Jeny Rajan

Computer-aided medical image analysis plays a significant role in assisting medical practitioners for expert clinical diagnosis and deciding the optimal treatment plan.

Image Segmentation Medical Image Segmentation +2

WideCaps: A Wide Attention based Capsule Network for Image Classification

no code implementations • 8 Aug 2021 • S J Pawan, Rishi Sharma, Hemanth Sai Ram Reddy, M Vani, Jeny Rajan

However, on the datasets involving complex foreground and background regions such as CIFAR-10, the performance of the capsule network is sub-optimal due to its naive data routing policy and incompetence towards extracting complex features.

Classification Image Classification