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Medical Image Analysis

Papers

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Showing 526–550 of 1360 papers

TitleStatusHype
Evaluate Fine-tuning Strategies for Fetal Head Ultrasound Image Segmentation with U-NetCode0
Challenge Results Are Not Reproducible—0
DenseMP: Unsupervised Dense Pre-training for Few-shot Medical Image Segmentation—0
PKU-GoodsAD: A Supermarket Goods Dataset for Unsupervised Anomaly Detection and SegmentationCode1
Invariant Scattering Transform for Medical Imaging—0
Non-iterative Coarse-to-fine Transformer Networks for Joint Affine and Deformable Image RegistrationCode1
Edge-aware Multi-task Network for Integrating Quantification Segmentation and Uncertainty Prediction of Liver Tumor on Multi-modality Non-contrast MRI—0
Mitigating Calibration Bias Without Fixed Attribute Grouping for Improved Fairness in Medical Imaging Analysis—0
Efficient Subclass Segmentation in Medical ImagesCode0
Towards Resource-Efficient Streaming of Large-Scale Medical Image Datasets for Deep LearningCode0
Vision Through the Veil: Differential Privacy in Federated Learning for Medical Image Classification—0
MedAugment: Universal Automatic Data Augmentation Plug-in for Medical Image AnalysisCode1
Learning Nuclei Representations with Masked Image Modelling—0
NCIS: Deep Color Gradient Maps Regression and Three-Class Pixel Classification for Enhanced Neuronal Cell Instance Segmentation in Nissl-Stained Histological Images—0
MedLSAM: Localize and Segment Anything Model for 3D CT ImagesCode2
Regular SE(3) Group Convolutions for Volumetric Medical Image AnalysisCode1
On Sensitivity and Robustness of Normalization Schemes to Input Distribution Shifts in Automatic MR Image DiagnosisCode0
M-VAAL: Multimodal Variational Adversarial Active Learning for Downstream Medical Image Analysis TasksCode1
SegT: A Novel Separated Edge-guidance Transformer Network for Polyp Segmentation—0
The STOIC2021 COVID-19 AI challenge: applying reusable training methodologies to private dataCode1
MedFMC: A Real-world Dataset and Benchmark For Foundation Model Adaptation in Medical Image ClassificationCode2
A Client-server Deep Federated Learning for Cross-domain Surgical Image SegmentationCode0
Intelligent Multi-channel Meta-imagers for Accelerating Machine Vision—0
LDMRes-Net: Enabling Efficient Medical Image Segmentation on IoT and Edge Platforms—0
On the Challenges and Perspectives of Foundation Models for Medical Image Analysis—0
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