Medical

X-Ray

• ICU-Net: A U-shaped Low-Dose CT Image Denoising Network Based on Codec Structure
• Deep Learning-Based Efficient Diagnosis of Periapical Diseases with Dental X-rays
• Deep Learning-Based Surgical Treatment Recommendation and Nonsurgical Prognosis Status Classification for Scaphoid Fractures by Automated X-ray Image Recognition
• Robust Real-Time Cancer Tracking via Dual-Panel X-Ray Images for Precision Radiotherapy
• Deep learning application for abdominal organs segmentation on 0.35 T MR-Linac images

Pathology

• Bias in Histopathology Datasets: A Comprehensive Investigation on Possible Factors
• Combining Artificial Intelligence and Simplified Image Processing for the Automatic Detection of Mycobacterium tuberculosis in Acid-fast Stain
• A pyramid convolutional mixer for cervical pap-smear image classification tasks
• Research on Multi-task Fusion Deep Learning Model for Classification of Hepatic Cystic Hydatidosis
• SlideInspect: From Pixel-­ Level Artifact Detection to Actionable Quality Metrics in Digital Pathology

Endoscopy

• PitSurgRT: real-time localization of critical anatomical structures in endoscopic pituitary surgery
• Convolutional Neural Network Model for Intestinal Metaplasia Recognition in Gastric Corpus Using Endoscopic Image Patches
• Hybrid CNN–Transformer with Fusion Discriminator for Ovarian Tumor Ultrasound Imaging Classification

Urology

• Development of an Artificial Intelligence-Based Support Technology for Urethral and Ureteral Stricture Surgery

Pediatrics

• Next generation phenotyping for diagnosis and phenotype–genotype correlations in Kabuki syndrome
• Deep learning algorithms for identifying developmental dysplasia of the hip based on sonographic images: a retrospective, prospective, multicenter study in China

Hematology

• White blood cell image analysis for infection detection based on virtual hexagonal trellis (VHT) by using deep learning
• Deep learning for scene understanding in mitochondrial dysregulation and blood cancer diagnosis

Dermatology

• Comparative performance of deep learning models and non-dermatologists in diagnosing psoriasis, dermatophytosis, and eczema

LLM

• Gemini-Assisted Deep Learning Classification Model for Automated Diagnosis of High-Resolution Esophageal Manometry Images
• Multimodal Deep Learning Methods on Image and Textual Data to Predict Radiotherapy Structure Names
• LARGE LANGUAGE MODELS SURPASS DOMAIN-SPECIFIC ARCHITECTURES FOR CARDIOTOCOGRAPHY

Segmentation

• Slim UNETR: Scale Hybrid Transformers to Efficient 3D Medical Image Segmentation Under Limited Computational Resources
• Slim UNETRV2: 3D Image Segmentation for Resource-Limited Medical Portable Devices
• Enhancing brain tumor detection in MRI images through explainable AI using Grad-CAM with Resnet 50

MRI / NIRS

• A Novel Optimisation Framework for fNIRS: Enhancing Brain Image Reconstruction for Neurorehabilitation
• Symmetric 3D Convolutional Network with Uncertainty Estimation for MRI-Based Striatal DaT-Uptake Assessment in Parkinson’s Disease
• BTS-Net: Barlow Twins-based Superresolution for 7T Human Brain MRI