IEEE

MR Image Based Self-Supervised Learning for Knee Injury Classification

Abstract: The cost of getting quality images and the cost of expertise which view these images have created barriers in medical imaging applications. Often, supervised machine learning approaches ...

Key Requirements to Open and Maintain Electronic Securities Holdings

Demat accounts require proper documentation, KYC verification, and regular updates. Learn the key rules for opening and ...
IEEE

Semi-Supervised Triple-GAN With Similarity Constraint for Automatic Underground Object Classification Using Ground Penetrating Radar Data

Abstract: Automatic underground object classification based on deep learning (DL) has been widely used in ground penetrating radar (GPR) fields. However, its excellent performance heavily depends on ...
ascopubs.org

Self-Supervised Transformer-Based Pipeline for Liver Tumor Segmentation and Type Classification

First, we pretrained the encoder of a transformer-based network using a self-supervised approach on unlabeled abdominal computed tomography images. Subsequently, we fine-tuned the segmentation network ...