SOTAVerified

Medical Image Analysis

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 751–800 of 1360 papers

TitleStatusHype
Deployment of Image Analysis Algorithms under Prevalence ShiftsCode0
Label-Efficient Deep Learning in Medical Image Analysis: Challenges and Future Directions—0
A Dual-branch Self-supervised Representation Learning Framework for Tumour Segmentation in Whole Slide ImagesCode0
Less is More: Unsupervised Mask-guided Annotated CT Image Synthesis with Minimum Manual Segmentations—0
Whole-slide-imaging Cancer Metastases Detection and Localization with Limited Tumorous DataCode0
Robust Semi-Supervised Learning for Histopathology Images through Self-Supervision Guided Out-of-Distribution Scoring—0
Operating critical machine learning models in resource constrained regimesCode0
Enhanced detection of the presence and severity of COVID-19 from CT scans using lung segmentation—0
UniCT DMI Solution for 3rd COV19D Competition on COVID-19 Detection through attention-based CNN for CT Scan—0
Medical Phrase Grounding with Region-Phrase Context Contrastive Alignment—0
Learning Homeomorphic Image Registration via Conformal-Invariant Hyperelastic Regularisation—0
Enhancing COVID-19 Severity Analysis through Ensemble MethodsCode0
An Evaluation of Non-Contrastive Self-Supervised Learning for Federated Medical Image Analysis—0
MOREA: a GPU-accelerated Evolutionary Algorithm for Multi-Objective Deformable Registration of 3D Medical Images—0
Evaluating the Fairness of Deep Learning Uncertainty Estimates in Medical Image Analysis—0
Exploring Self-Supervised Representation Learning For Low-Resource Medical Image AnalysisCode0
Pyramid Pixel Context Adaption Network for Medical Image Classification with Supervised Contrastive Learning—0
Inherently Interpretable Multi-Label Classification Using Class-Specific CounterfactualsCode0
Swin Deformable Attention Hybrid U-Net for Medical Image Segmentation—0
Magnification Invariant Medical Image Analysis: A Comparison of Convolutional Networks, Vision Transformers, and Token Mixers—0
Personalized and privacy-preserving federated heterogeneous medical image analysis with PPPML-HMICode0
GPT4MIA: Utilizing Generative Pre-trained Transformer (GPT-3) as A Plug-and-Play Transductive Model for Medical Image Analysis—0
A Review of Predictive and Contrastive Self-supervised Learning for Medical Images—0
Mixed-order self-paced curriculum learning for universal lesion detection—0
Improving CT Image Segmentation Accuracy Using StyleGAN Driven Data Augmentation—0
Uncertainty-Aware Multiple-Instance Learning for Reliable Classification: Application to Optical Coherence Tomography—0
Diffusion Denoising for Low-Dose-CT Model—0
Anatomy-aware and acquisition-agnostic joint registration with SynthMorph—0
Is Autoencoder Truly Applicable for 3D CT Super-Resolution?Code0
Position Regression for Unsupervised Anomaly DetectionCode0
LYSTO: The Lymphocyte Assessment Hackathon and Benchmark Dataset—0
Multi-Target Landmark Detection with Incomplete Images via Reinforcement Learning and Shape Prior—0
GraVIS: Grouping Augmented Views from Independent Sources for Dermatology Analysis—0
Deep-learning models in medical image analysis: Detection of esophagitis from the Kvasir Dataset—0
COVID-Net USPro: An Open-Source Explainable Few-Shot Deep Prototypical Network to Monitor and Detect COVID-19 Infection from Point-of-Care Ultrasound Images—0
On Fairness of Medical Image Classification with Multiple Sensitive Attributes via Learning Orthogonal RepresentationsCode0
A Loopback Network for Explainable Microvascular Invasion Classification—0
Image To Tree with Recursive Prompting—0
Explainable and Lightweight Model for COVID-19 Detection Using Chest Radiology ImagesCode0
Unified Framework for Histopathology Image Augmentation and Classification via Generative Models—0
UNO-QA: An Unsupervised Anomaly-Aware Framework with Test-Time Clustering for OCTA Image Quality Assessment—0
Shape Aware Automatic Region-of-Interest Subdivisions—0
Bio-Inspired Feature Selection in Brain Disease Detection via an Improved Sparrow Search Algorithm—0
3D Inception-Based TransMorph: Pre- and Post-operative Multi-contrast MRI Registration in Brain Tumors—0
A Trustworthy Framework for Medical Image Analysis with Deep Learning—0
Brain Tumor Synthetic Data Generation with Adaptive StyleGANsCode0
Investigating certain choices of CNN configurations for brain lesion segmentation—0
SimpleMind adds thinking to deep neural networksCode0
Automated anomaly-aware 3D segmentation of bones and cartilages in knee MR images from the Osteoarthritis InitiativeCode0
A Knowledge-based Learning Framework for Self-supervised Pre-training Towards Enhanced Recognition of Biomedical Microscopy ImagesCode0
Show:102550
← PrevPage 16 of 28Next →

No leaderboard results yet.