Latest Research in Computer Vision and Pattern Recognition

Top Research Topics in Computer Vision and Pattern Recognition

• Computer Vision and Pattern Recognition — 34 papers
• AI in cancer detection — 22 papers
• Image and Video Processing — 12 papers
• Lung Cancer Diagnosis and Treatment — 8 papers
• Colorectal Cancer Screening and Detection — 4 papers
• Digital Imaging for Blood Diseases — 4 papers
• Machine Learning — 4 papers
• Iron Metabolism and Disorders — 3 papers
• Radiomics and Machine Learning in Medical Imaging — 3 papers
• Advanced X-ray and CT Imaging — 2 papers

Highest-Cited Papers

1. HemaViT: transformer-based deep learning for automated non-invasive anemia detection using conjunctival imaging
2. Quantitative accuracy and clinical utility of ultra-low dose CT protocols for attenuation correction in PET/CT
3. A dual stream architecture integrating pathology foundation models for automated tumor region segmentation in Ki-67 assessment
4. A novel integrated circular radiography (ICRAD) phantom for evaluating non‐uniform image quality metrics in radiography
5. Role of foundation models in data-driven tissue diagnostics
6. Genetic algorithm vs. gradient descent for training a neural network architecture dedicated to low data regimes in small medical datasets
7. Deep Learning Assisted‐Axial Resolution Improvement for Probe‐Based Confocal Laser Endomicroscopy
8. Toward Clinically Trustworthy Pathology Foundation Models for Microsatellite Instability Prescreening in Colorectal Cancer
9. SegTME-UNI2: A Foundation Model-Based Framework for Generalisable Multiclass Cell Segmentation and LLM-Driven Tumour Microenvironment Characterisation in Histopathology
10. An ultrasound-based end-to-end multi-task deep learning model to segment and classify parotid gland tumors: A retrospective multi-center study
11. Cross-Dataset Evaluation of the Lightweight YOLO Family for Breast Ultrasound Lesion Segmentation: Effects of Preprocessing, Hyperparameter Optimization, and Test-Time Augmentation
12. Duplicate leakage in a public conjunctival pallor benchmark, and an honest baseline for image-based anaemia screening
13. An Iterative, Pathologist-in-the-Loop Workflow for Generation of Clinical-Grade Synthetic Pathology Images in a Diverse Cohort of Pancreatic Tumors
14. Duplicate leakage in a public conjunctival pallor benchmark, and an honest baseline for image-based anaemia screening
15. Persistent Cross-Institutional Domain Shift in Narrow-Band Imaging Classification of Colorectal Lesions and the Utility of Site-Specific Fine-Tuning
16. Learning Where to Focus: Self-Supervised Multi-Scale ViTs for Histopathology
17. CRC-HGD: A Histopathological Image Dataset for Grading Colorectal Cancer
18. StainBridge: Stain-Aware Pairwise Registration of Serial Renal Biopsy Whole-Slide Images Across Structural and Immunohistochemical Stains
19. A novel PCD Micro-CT approach for microstructural analysis of rabbit vertebral bone
20. FAR-POLYP-SEG: A Prospective Single-Center Colonoscopy Dataset for Colorectal Polyp Segmentation with Patient-Level Metadata and Baseline Cross-Dataset Evaluation