CVAMD21
* *Computer Vision for Automated Medical Diagnosis
* BERTHop: An Effective Vision-and-Language Model for Chest X-ray Disease Diagnosis
* Deep Frequency Re-calibration U-Net for Medical Image Segmentation
* DMNet: Dual-Stream Marker Guided Deep Network for Dense Cell Segmentation and Lineage Tracking
* Dual Adversarial Calibration Framework for Automatic Fetal Brain Biometry, A
* EfficientARL: improving skin cancer diagnoses by combining lightweight attention on EfficientNet
* End-to-End Learning of Fused Image and Non-Image Features for Improved Breast Cancer Classification from MRI
* Generalizing Few-Shot Classification of Whole-Genome Doubling Across Cancer Types
* Graph Cuts Loss to Boost Model Accuracy and Generalizability for Medical Image Segmentation
* Improving Tuberculosis (TB) Prediction using Synthetically Generated Computed Tomography (CT) Images
* Learning to Automatically Diagnose Multiple Diseases in Pediatric Chest Radiographs Using Deep Convolutional Neural Networks
* Medical Image Classification Using Generalized Zero Shot Learning
* MedSkip: Medical Report Generation Using Skip Connections and Integrated Attention
* Multi-scanner Harmonization of Paired Neuroimaging Data via Structure Preserving Embedding Learning
* Segmentation for Classification of Screening Pancreatic Neuroendocrine Tumors
* SOoD: Self-Supervised Out-of-Distribution Detection Under Domain Shift for Multi-Class Colorectal Cancer Tissue Types
* Studying the Effects of Self-Attention for Medical Image Analysis
* Style Transfer based Coronary Artery Segmentation in X-ray Angiogram
* Uncertainty-aware GAN with Adaptive Loss for Robust MRI Image Enhancement
* Unsupervised 3D Shape Coverage Estimation with Applications to Colonoscopy
* VTGAN: Semi-supervised Retinal Image Synthesis and Disease Prediction using Vision Transformers
21 for CVAMD21
CVAMD23
* *Computer Vision for Automated Medical Diagnosis
* Advanced Augmentation and Ensemble Approaches for Classifying Long-Tailed Multi-Label Chest X-Rays
* ALFA: Leveraging All Levels of Feature Abstraction for Enhancing the Generalization of Histopathology Image Classification Across Unseen Hospitals
* AW-Net: A Novel Fully Connected Attention-based Medical Image Segmentation Model
* Causality-Driven One-Shot Learning for Prostate Cancer Grading from MRI
* Chest X-Ray Feature Pyramid Sum Model with Diseased Area Data Augmentation Method
* CheXFusion: Effective Fusion of Multi-View Features using Transformers for Long-Tailed Chest X-Ray Classification
* CLIPath: Fine-tune CLIP with Visual Feature Fusion for Pathology Image Analysis Towards Minimizing Data Collection Efforts
* Combating Coronary Calcium Scoring Bias for Non-gated CT by Semantic Learning on Gated CT
* Comparative Study of Vision Transformer Encoders and Few-shot Learning for Medical Image Classification, A
* Comprehensive Multimodal Segmentation in Medical Imaging: Combining YOLOv8 with SAM and HQ-SAM Models
* Computational Evaluation of the Combination of Semi-Supervised and Active Learning for Histopathology Image Segmentation with Missing Annotations
* Contrastive Image Synthesis and Self-supervised Feature Adaptation for Cross-Modality Biomedical Image Segmentation
* DISGAN: Wavelet-informed Discriminator Guides GAN to MRI Super-resolution with Noise Cleaning
* Effect of Stage Training for Long-Tailed Multi-Label Image Classification
* Empirical Analysis for Zero-Shot Multi-Label Classification on COVID-19 CT Scans and Uncurated Reports, An
* End-to-End Deep Learning for Reconstructing Segmented 3D CT Image from Multi-Energy X-ray Projections
* Enhancing Medical Image Segmentation: Optimizing Cross-Entropy Weights and Post-Processing with Autoencoders
* Enhancing Multi-Label Long-Tailed Classification on Chest X-Rays through ML-GCN Augmentation
* Ensuring a connected structure for Retinal Vessels Deep-Learning Segmentation
* Fusion Approaches to Predict Post-stroke Aphasia Severity from Multimodal Neuroimaging Data
* Geodesic Regression Characterizes 3D Shape Changes in the Female Brain During Menstruation
* HyperCoil-Recon: A Hypernetwork-based Adaptive Coil Configuration Task Switching Network for MRI Reconstruction
* Implicit Neural Representation in Medical Imaging: A Comparative Survey
* Mind the Clot: Automated LVO Detection on CTA using Deep Learning
* Mirror U-Net: Marrying Multimodal Fission with Multi-task Learning for Semantic Segmentation in Medical Imaging
* Multimodal Contrastive Learning and Tabular Attention for Automated Alzheimer's Disease Prediction
* Optimized Ensemble Framework for Multi-Label Classification on Long-Tailed Chest X-ray Data, An
* Order-ViT: Order Learning Vision Transformer for Cancer Classification in Pathology Images
* Pathology-Based Ischemic Stroke Etiology Classification via Clot Composition Guided Multiple Instance Learning
* RheumaVIT: transformer-based model for Automated Scoring of Hand Joints in Rheumatoid Arthritis
* Robust AMD Stage Grading with Exclusively OCTA Modality Leveraging 3D Volume
* Robust Asymmetric Loss for Multi-Label Long-Tailed Learning
* Robust MSFM Learning Network for Classification and Weakly Supervised Localization
* RRc-UNet 3D for lung tumor segmentation from CT scans of Non-Small Cell Lung Cancer patients
* Segmentation-based Assessment of Tumor-Vessel Involvement for Surgical Resectability Prediction of Pancreatic Ductal Adenocarcinoma
* Self-Supervised Anomaly Detection from Anomalous Training Data via Iterative Latent Token Masking
* Self-supervised Semantic Segmentation: Consistency over Transformation
* Semantic Parsing of Colonoscopy Videos with Multi-Label Temporal Networks
* Semi-supervised Quality Evaluation of Colonoscopy Procedures
* SEPAL: Spatial Gene Expression Prediction from Local Graphs
* Sharing is Caring: Concurrent Interactive Segmentation and Model Training using a Joint Model
* ShaRPy: Shape Reconstruction and Hand Pose Estimation from RGB-D with Uncertainty
* Studying the Impact of Augmentations on Medical Confidence Calibration
* Topo-CXR: Chest X-ray TB and Pneumonia Screening with Topological Machine Learning
* Towards Fixing Clever-Hans Predictors with Counterfactual Knowledge Distillation
* Towards Robust Natural-Looking Mammography Lesion Synthesis on Ipsilateral Dual-Views Breast Cancer Analysis
* Transformers Pay Attention to Convolutions Leveraging Emerging Properties of ViTs by Dual Attention-Image Network
* Using Large Text To Image Models with Structured Prompts for Skin Disease Identification: A Case Study
* Weakly Semi-supervised Detector-based Video Classification with Temporal Context for Lung Ultrasound
50 for CVAMD23
CVAMIA06
* *Computer Vision Approaches to Medical Image Analysis
* 3-D Ultrasound Probe Calibration for Computer-Guided Diagnosis and Therapy
* Accurate Measurement of Cartilage Morphology Using a 3D Laser Scanner
* Automatic Reconstruction of Dendrite Morphology from Optical Section Stacks
* Bony Structure Suppression in Chest Radiographs
* Comparative Analysis of Kernel Methods for Statistical Shape Learning
* Comparing Ensembles of Learners: Detecting Prostate Cancer from High Resolution MRI
* Consistent and Elastic Registration of Histological Sections Using Vector-Spline Regularization
* Detection of Connective Tissue Disorders from 3D Aortic MR Images Using Independent Component Analysis
* Fast Segmentation of the Mitral Valve Leaflet in Echocardiography
* Framework for Unsupervised Segmentation of Multi-modal Medical Images, A
* Image Registration Accuracy Estimation Without Ground Truth Using Bootstrap
* Integrated Algorithm for MRI Brain Images Segmentation, An
* Melanoma Recognition Using Representative and Discriminative Kernel Classifiers
* Minimally-Interactive Watershed Algorithm Designed for Efficient CTA Bone Removal, A
* Modeling the Activity Pattern of the Constellation of Cardiac Chambers in Echocardiogram Videos
* Quantification of Growth and Motion Using Non-rigid Registration
* Quasi-conformal Flat Representation of Triangulated Surfaces for Computerized Tomography
* Segmentation of Dynamic Emission Tomography Data in Projection Space
* SIFT and Shape Context for Feature-Based Nonlinear Registration of Thoracic CT Images
* Spatial Intensity Correction of Fluorescent Confocal Laser Scanning Microscope Images
* Study on the Influence of Image Dynamics and Noise on the JPEG 2000 Compression Performance for Medical Images, A
* Three Dimensional Tissue Classifications in MR Brain Images
23 for CVAMIA06