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Medical Image Analysis

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Showing 151–200 of 1360 papers

TitleStatusHype
Deform-GAN:An Unsupervised Learning Model for Deformable RegistrationCode1
DeepLesion: Automated Deep Mining, Categorization and Detection of Significant Radiology Image Findings using Large-Scale Clinical Lesion AnnotationsCode1
FACMIC: Federated Adaptative CLIP Model for Medical Image ClassificationCode1
A Systematic Benchmarking Analysis of Transfer Learning for Medical Image AnalysisCode1
A Systematic Collection of Medical Image Datasets for Deep LearningCode1
Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image SegmentationCode1
Faster Mean-shift: GPU-accelerated clustering for cosine embedding-based cell segmentation and trackingCode1
fastMONAI: A low-code deep learning library for medical image analysisCode1
Detection and Classification of Diabetic Retinopathy using Deep Learning Algorithms for Segmentation to Facilitate Referral Recommendation for Test and Treatment PredictionCode1
FIBA: Frequency-Injection based Backdoor Attack in Medical Image AnalysisCode1
Follow My Eye: Using Gaze to Supervise Computer-Aided DiagnosisCode1
Foreground-Background Separation through Concept Distillation from Generative Image Foundation ModelsCode1
Boundary-assisted Region Proposal Networks for Nucleus SegmentationCode1
GLoRIA: A Multimodal Global-Local Representation Learning Framework for Label-Efficient Medical Image RecognitionCode1
H3DE-Net: Efficient and Accurate 3D Landmark Detection in Medical ImagingCode1
Augmenting Chest X-ray Datasets with Non-Expert AnnotationsCode1
Deep learning based registration using spatial gradients and noisy segmentation labelsCode1
Brain Imaging Generation with Latent Diffusion ModelsCode1
Adaptive Latent Diffusion Model for 3D Medical Image to Image Translation: Multi-modal Magnetic Resonance Imaging StudyCode1
Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A Comparative StudyCode1
Boundary loss for highly unbalanced segmentationCode1
Big Self-Supervised Models Advance Medical Image ClassificationCode1
Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentationCode1
Automated Chest CT Image Segmentation of COVID-19 Lung Infection based on 3D U-NetCode1
Knowledge Distillation for Brain Tumor SegmentationCode1
Automated Learning for Deformable Medical Image Registration by Jointly Optimizing Network Architectures and Objective FunctionsCode1
Deep learning for photoacoustic imaging: a surveyCode1
Large Deformation Diffeomorphic Image Registration with Laplacian Pyramid NetworksCode1
Learning Deformable Image Registration from Optimization: Perspective, Modules, Bilevel Training and BeyondCode1
Automatic Foot Ulcer Segmentation Using an Ensemble of Convolutional Neural NetworksCode1
An Active Contour Model Using Matched Filter and Hessian Matrix for Retinal Vessels SegmentationCode1
Learning Calibrated Medical Image Segmentation via Multi-Rater Agreement ModelingCode1
Deep Learning Based Brain Tumor Segmentation: A SurveyCode1
Deep Generative Classification of Blood Cell MorphologyCode1
Deep Learning-Based Concurrent Brain Registration and Tumor SegmentationCode1
LLM-CXR: Instruction-Finetuned LLM for CXR Image Understanding and GenerationCode1
Decoupling Predictions in Distributed Learning for Multi-Center Left Atrial MRI SegmentationCode1
Cutting-edge 3D Medical Image Segmentation Methods in 2020: Are Happy Families All Alike?Code1
Anatomical Data Augmentation via Fluid-based Image RegistrationCode1
MaxViT-UNet: Multi-Axis Attention for Medical Image SegmentationCode1
Deep Anomaly Generation: An Image Translation Approach of Synthesizing Abnormal Banded Chromosome ImagesCode1
Deep learning based geometric registration for medical images: How accurate can we get without visual features?Code1
CFPNet-M: A Light-Weight Encoder-Decoder Based Network for Multimodal Biomedical Image Real-Time SegmentationCode1
MedContext: Learning Contextual Cues for Efficient Volumetric Medical SegmentationCode1
MedFILIP: Medical Fine-grained Language-Image Pre-trainingCode1
DINOv2 based Self Supervised Learning For Few Shot Medical Image SegmentationCode1
CoReEcho: Continuous Representation Learning for 2D+time Echocardiography AnalysisCode1
Medical Image Analysis on Left Atrial LGE MRI for Atrial Fibrillation Studies: A ReviewCode1
Contrastive learning of global and local features for medical image segmentation with limited annotationsCode1
ConTEXTual Net: A Multimodal Vision-Language Model for Segmentation of PneumothoraxCode1
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