Latest Research in Cell Image Analysis Techniques

15 research papers · 2026 median publication year

Top Research Topics in Cell Image Analysis Techniques

Highest-Cited Papers

  1. Instant3D: A Lightweight Open-Source GUI Frontend for TotalSegmentator-Based Medical Image Segmentation and 3D Reconstruction
  2. Physical Evaluation of Focal Spot Size and Phantom Thickness in Coronary CT Angiography Using Super-Resolution Deep Learning Reconstruction
  3. STUNet-Fusion: Spatiotemporal Needle-Tip Localization in Ultrasound Video via Multi-Channel Motion Fusion
  4. MedVA: An End-to-End Neuro-Symbolic Agentic System for Medical Volume Visualization
  5. Spatially Aware Acquisition‐Independent Deep Learning for IVIM MRI Parameter Estimation in Patients With Esophageal Cancer
  6. Evaluation-design effects and reference-CT-defined HU-class errors in brain MRI-to-CT synthesis on SynthRAD2023: a technical note
  7. DenseTRF: Texture-Aware Unsupervised Representation Adaptation for Surgical Scene Dense Prediction
  8. Joint Reconstruction of Activity and Attenuation in PET by Diffusion Posterior Sampling in Wavelet Coefficient Space
  9. Holistic segmentation of minimally-invasive robotic surgical scenes using feature-adaptive localization
  10. Patient Pose Assessment Using a CT-Based Framework for Synthetic Data Generation
  11. ZODIAC: Zero-shot Octree-based Diffusion for Anatomical Completion
  12. Model Effect or Label Effect? Refined Annotations and a Human-Referenced Benchmark for Pulmonary Embolism Segmentation
  13. An unsupervised physics-informed neural deconvolution framework for ultrasound imaging
  14. Large-Small Model Collaboration for Zero-Shot Surgical Phase Recognition
  15. Brain cone-beam CT image quality improvement using a deep-learning-based denoising method: a multicenter retrospective study
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L3 Region - - 2026 Sep Q3

Cell Image Analysis Techniques

15 papers

Top Topics (10)

Computer Vision and Pattern Recognition4
Cell Image Analysis Techniques1
Cardiac Imaging and Diagnostics1
Graphics1
MRI in cancer diagnosis1
Advanced MRI Techniques and Applications1
Medical Physics1
Surgical Simulation and Training1
Total Knee Arthroplasty Outcomes1
Image and Video Processing1

Top Publications (15)

1.Instant3D: A Lightweight Open-Source GUI Frontend for TotalSegmentator-Based Medical Image Segmentation and 3D Reconstruction2.Physical Evaluation of Focal Spot Size and Phantom Thickness in Coronary CT Angiography Using Super-Resolution Deep Learning Reconstruction3.STUNet-Fusion: Spatiotemporal Needle-Tip Localization in Ultrasound Video via Multi-Channel Motion Fusion4.MedVA: An End-to-End Neuro-Symbolic Agentic System for Medical Volume Visualization5.Spatially Aware Acquisition‐Independent Deep Learning for IVIM MRI Parameter Estimation in Patients With Esophageal Cancer6.Evaluation-design effects and reference-CT-defined HU-class errors in brain MRI-to-CT synthesis on SynthRAD2023: a technical note7.DenseTRF: Texture-Aware Unsupervised Representation Adaptation for Surgical Scene Dense Prediction8.Joint Reconstruction of Activity and Attenuation in PET by Diffusion Posterior Sampling in Wavelet Coefficient Space9.Holistic segmentation of minimally-invasive robotic surgical scenes using feature-adaptive localization10.Patient Pose Assessment Using a CT-Based Framework for Synthetic Data Generation11.ZODIAC: Zero-shot Octree-based Diffusion for Anatomical Completion12.Model Effect or Label Effect? Refined Annotations and a Human-Referenced Benchmark for Pulmonary Embolism Segmentation13.An unsupervised physics-informed neural deconvolution framework for ultrasound imaging14.Large-Small Model Collaboration for Zero-Shot Surgical Phase Recognition15.Brain cone-beam CT image quality improvement using a deep-learning-based denoising method: a multicenter retrospective study
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