Latest Research in Machine Learning
11 research papers · 2026 median publication year
Top Research Topics in Machine Learning
- Computer Vision and Pattern Recognition — 5 papers
- Machine Learning — 2 papers
- Medical Imaging Techniques and Applications — 1 papers
- Artificial Intelligence in Healthcare and Education — 1 papers
- Artificial Intelligence — 1 papers
- Image and Video Processing — 1 papers
Highest-Cited Papers
- Ultra-Low Dose Computed Tomography with 90% Radiation Reduction: High-Fidelity Deterministic Regularized Recovery via Idempotent Metric Projectors and Proximal Resolvents
- LOCUS-Diff: Location-Controlled Thyroid Ultrasound Synthesis for Advancing Nodule Detection
- To do($x$) or not to do($x$): Medical Image Counterfactuals for Dataset Augmentation
- Multi-Pass, Multi-View Blended Learning for High-Fidelity Volumetric CT Synthesis from Chest X-Rays
- Understanding the Impact of Model Pruning on Long-Tail Forgetting and Explanation Reliability in Medical Imaging
- Characterizing Text Branch Sensitivity in Medical Vision-Language Segmentation via Evidence Decoupling
- Physics-Driven Independent Pair Generation for Iterative Self-Supervised Low-Dose CT Denoising
- Text-Guided Diffusion-Based Adversarial Attacks on Chest X-Ray Images
- Do Medical Vision Models Reason About Anatomy? Probing the Spatial Inductive Biases of Learned Visual Representations
- M-Net: Integrating Spectral Features and Physical Field Operators into Deep Learning for Medical Image Segmentation
- Progressive Masked Refinement Self-supervised Learning for Low-Dose CT Denoising