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Rajeev Goel

2 accepted papers

2025

Informative Synthetic Data Generation for Thorax Disease Classification

UAI 2025

Deep Neural Networks (DNNs), including architectures such as Vision Transformers (ViTs), have achieved remarkable success in medical imaging tasks. However, their performance typically hinges on the availability of large-scale, high-quality labeled datasets-resources that are often scarce or infeasi

2024

Learning Low-Rank Feature for Thorax Disease Classification

NeurIPS 2024poster

Deep neural networks, including Convolutional Neural Networks (CNNs) and Visual Transformers (ViT), have achieved stunning success in the medical image domain. We study thorax disease classification in this paper. Effective extraction of features for the disease areas is crucial for disease classifi…