Latest Research in Machine Learning

11 research papers · 2026 median publication year

Top Research Topics in Machine Learning

Highest-Cited Papers

  1. Ultra-Low Dose Computed Tomography with 90% Radiation Reduction: High-Fidelity Deterministic Regularized Recovery via Idempotent Metric Projectors and Proximal Resolvents
  2. LOCUS-Diff: Location-Controlled Thyroid Ultrasound Synthesis for Advancing Nodule Detection
  3. To do($x$) or not to do($x$): Medical Image Counterfactuals for Dataset Augmentation
  4. Multi-Pass, Multi-View Blended Learning for High-Fidelity Volumetric CT Synthesis from Chest X-Rays
  5. Understanding the Impact of Model Pruning on Long-Tail Forgetting and Explanation Reliability in Medical Imaging
  6. Characterizing Text Branch Sensitivity in Medical Vision-Language Segmentation via Evidence Decoupling
  7. Physics-Driven Independent Pair Generation for Iterative Self-Supervised Low-Dose CT Denoising
  8. Text-Guided Diffusion-Based Adversarial Attacks on Chest X-Ray Images
  9. Do Medical Vision Models Reason About Anatomy? Probing the Spatial Inductive Biases of Learned Visual Representations
  10. M-Net: Integrating Spectral Features and Physical Field Operators into Deep Learning for Medical Image Segmentation
  11. Progressive Masked Refinement Self-supervised Learning for Low-Dose CT Denoising
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L3 Region - - 2026 Sep Q3

Machine Learning

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