EnhanceMedIm24
* *Data Curation and Augmentation in Enhancing Medical Imaging Applications
* Advancing Brain Tumor Analysis: Curating a High-Quality MRI Dataset for Deep Learning-Based Molecular Marker Profiling
* Beyond respiratory models: a physics-enhanced synthetic data generation method for 2D-3D deformable registration
* Codebook VQ-VAE Approach for Prostate Cancer Diagnosis using Multiparametric MRI
* Comparative Analysis of Implicit Augmentation Techniques for Breast Cancer Diagnosis Using Multiple Views, A
* ControlPolypNet: Towards Controlled Colon Polyp Synthesis for Improved Polyp Segmentation
* Creating a Digital Twin of Spinal Surgery: A Proof of Concept
* Distribution-Aware Multi-Label FixMatch for Semi-Supervised Learning on CheXpert
* Generation of Structurally Realistic Retinal Fundus Images with Diffusion Models
* GSAM+Cutie: Text-Promptable Tool Mask Annotation for Endoscopic Video
* Hairy Ground Truth Enhancement for Semantic Segmentation
* MMIST-ccRCC: A Real World Medical Dataset for the Development of Multi-Modal Systems
* nnMobileNet: Rethinking CNN for Retinopathy Research
* Privacy-Preserving Collaboration for Multi-Organ Segmentation via Federated Learning from Sites with Partial Labels
* Repeat and Concatenate: 2D to 3D Image Translation with 3D to 3D Generative Modeling
* Repurposing the Image Generative Potential: Exploiting GANs to Grade Diabetic Retinopathy
* Strategies to Improve Real-World Applicability of Laparoscopic Anatomy Segmentation Models
* UltraAugment: Fan-shape and Artifact-based Data Augmentation for 2D Ultrasound Images
18 for EnhanceMedIm24