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Medical Image Analysis

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Showing 551–600 of 1360 papers

TitleStatusHype
FissionFusion: Fast Geometric Generation and Hierarchical Souping for Medical Image AnalysisCode0
PePR: Performance Per Resource Unit as a Metric to Promote Small-Scale Deep Learning in Medical Image AnalysisCode0
Federated Semi-supervised Learning for Medical Image Segmentation with intra-client and inter-client Consistency—0
A Disease Labeler for Chinese Chest X-Ray Report Generation—0
MLVICX: Multi-Level Variance-Covariance Exploration for Chest X-ray Self-Supervised Representation Learning—0
Deep Medial Voxels: Learned Medial Axis Approximations for Anatomical Shape Modeling—0
COVID-19 detection from pulmonary CT scans using a novel EfficientNet with attention mechanismCode0
A Systematic Review of Generalization Research in Medical Image Classification—0
Ensembling and Test Augmentation for Covid-19 Detection and Covid-19 Domain Adaptation from 3D CT-Scans—0
Multiple Teachers-Meticulous Student: A Domain Adaptive Meta-Knowledge Distillation Model for Medical Image ClassificationCode0
Regularizing CNNs using Confusion Penalty Based Label Smoothing for Histopathology Images—0
Analyzing Data Augmentation for Medical Images: A Case Study in Ultrasound ImagesCode0
Iterative Learning for Joint Image Denoising and Motion Artifact Correction of 3D Brain MRICode0
When Eye-Tracking Meets Machine Learning: A Systematic Review on Applications in Medical Image Analysis—0
In-context learning enables multimodal large language models to classify cancer pathology images—0
Inception-YOLO: Computational cost and accuracy improvement of the YOLOv5 model based on employing modified CSP, SPPF, and inception modules—0
Hair and scalp disease detection using deep learning—0
APPLE: Adversarial Privacy-aware Perturbations on Latent Embedding for Unfairness Mitigation—0
Self-Supervised Multiple Instance Learning for Acute Myeloid Leukemia Classification—0
Synthetic Privileged Information Enhances Medical Image Representation Learning—0
MedFLIP: Medical Vision-and-Language Self-supervised Fast Pre-Training with Masked Autoencoder—0
ACC-ViT : Atrous Convolution's Comeback in Vision Transformers—0
When do Convolutional Neural Networks Stop Learning?Code0
Domain adaptation, Explainability & Fairness in AI for Medical Image Analysis: Diagnosis of COVID-19 based on 3-D Chest CT-scansCode0
Is in-domain data beneficial in transfer learning for landmarks detection in x-ray images?—0
Modality-Agnostic Structural Image Representation Learning for Deformable Multi-Modality Medical Image Registration—0
Unsupervised Domain Adaptation for Brain Vessel Segmentation through Transwarp Contrastive LearningCode0
Overcoming Dimensional Collapse in Self-supervised Contrastive Learning for Medical Image SegmentationCode0
exploreCOSMOS: Interactive Exploration of Conditional Statistical Shape Models in the Web-BrowserCode0
An advanced data fabric architecture leveraging homomorphic encryption and federated learning—0
FESS Loss: Feature-Enhanced Spatial Segmentation Loss for Optimizing Medical Image AnalysisCode0
Comparative Analysis of ImageNet Pre-Trained Deep Learning Models and DINOv2 in Medical Imaging ClassificationCode0
Expert-Adaptive Medical Image Segmentation—0
Exploring Intrinsic Properties of Medical Images for Self-Supervised Binary Semantic Segmentation—0
Second Order Kinematic Surface Fitting in Anatomical Structures—0
Cyto R-CNN and CytoNuke Dataset: Towards reliable whole-cell segmentation in bright-field histological imagesCode0
EndoGaussians: Single View Dynamic Gaussian Splatting for Deformable Endoscopic Tissues Reconstruction—0
Colorectal Polyp Segmentation in the Deep Learning Era: A Comprehensive Survey—0
Enhancing the vision-language foundation model with key semantic knowledge-emphasized report refinement—0
Slicer Networks—0
Boosting Few-Shot Semantic Segmentation Via Segment Anything Model—0
M3BUNet: Mobile Mean Max UNet for Pancreas Segmentation on CT-Scans—0
MedBlindTuner: Towards Privacy-preserving Fine-tuning on Biomedical Images with Transformers and Fully Homomorphic EncryptionCode0
RIDGE: Reproducibility, Integrity, Dependability, Generalizability, and Efficiency Assessment of Medical Image Segmentation Models—0
Multi-Modal Federated Learning for Cancer Staging over Non-IID Datasets with Unbalanced ModalitiesCode0
DDPM based X-ray Image Synthesizer—0
Multi-modal Learning with Missing Modality in Predicting Axillary Lymph Node Metastasis—0
Continual Learning in Medical Image Analysis: A Comprehensive Review of Recent Advancements and Future Prospects—0
A Polarization and Radiomics Feature Fusion Network for the Classification of Hepatocellular Carcinoma and Intrahepatic Cholangiocarcinoma—0
Sample selection with noise rate estimation in noise learning of medical image analysis—0
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