SOTAVerified

Medical Image Analysis

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 251–300 of 1360 papers

TitleStatusHype
Synthesize then Compare: Detecting Failures and Anomalies for Semantic SegmentationCode1
Synthesis of Brain Tumor MR Images for Learning Data AugmentationCode1
Deform-GAN:An Unsupervised Learning Model for Deformable RegistrationCode1
Roto-Translation Equivariant Convolutional Networks: Application to Histopathology Image AnalysisCode1
An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localizationCode1
Knowledge Distillation for Brain Tumor SegmentationCode1
Lesion Harvester: Iteratively Mining Unlabeled Lesions and Hard-Negative Examples at ScaleCode1
Learning Deformable Registration of Medical Images with Anatomical ConstraintsCode1
Image Segmentation Using Deep Learning: A SurveyCode1
Hidden Stratification Causes Clinically Meaningful Failures in Machine Learning for Medical ImagingCode1
Models Genesis: Generic Autodidactic Models for 3D Medical Image AnalysisCode1
Generation of 3D Brain MRI Using Auto-Encoding Generative Adversarial NetworksCode1
Integrating Spatial Configuration into Heatmap Regression Based CNNs for Landmark LocalizationCode1
Med3D: Transfer Learning for 3D Medical Image AnalysisCode1
Disentangled Representation Learning in Cardiac Image AnalysisCode1
Boundary loss for highly unbalanced segmentationCode1
Retina U-Net: Embarrassingly Simple Exploitation of Segmentation Supervision for Medical Object DetectionCode1
VoxelMorph: A Learning Framework for Deformable Medical Image RegistrationCode1
Roto-Translation Covariant Convolutional Networks for Medical Image AnalysisCode1
DeepLesion: Automated Deep Mining, Categorization and Detection of Significant Radiology Image Findings using Large-Scale Clinical Lesion AnnotationsCode1
NiftyNet: a deep-learning platform for medical imagingCode1
MUPAX: Multidimensional Problem Agnostic eXplainable AI—0
MedPrompt: LLM-CNN Fusion with Weight Routing for Medical Image Segmentation and Classification—0
U-R-VEDA: Integrating UNET, Residual Links, Edge and Dual Attention, and Vision Transformer for Accurate Semantic Segmentation of CMRs—0
A Deep Learning Based Method for Fast Registration of Cardiac Magnetic Resonance Images—0
Multimodal Medical Image Binding via Shared Text Embeddings—0
Brain Stroke Classification Using Wavelet Transform and MLP Neural Networks on DWI MRI Images—0
FedWSIDD: Federated Whole Slide Image Classification via Dataset Distillation—0
Conquering the Retina: Bringing Visual in-Context Learning to OCTCode0
BRISC: Annotated Dataset for Brain Tumor Segmentation and Classification with Swin-HAFNet—0
3D Skin Segmentation Methods in Medical Imaging: A Comparison—0
Autonomous Computer Vision Development with Agentic AICode0
SSS: Semi-Supervised SAM-2 with Efficient Prompting for Medical Imaging SegmentationCode0
Multi-modal brain MRI synthesis based on SwinUNETR—0
Towards Privacy-Preserving Fine-Grained Visual Classification via Hierarchical Learning from Label Proportions—0
Can Large Language Models Challenge CNNs in Medical Image Analysis?—0
Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical ImagingCode0
Optimizing Deep Learning for Skin Cancer Classification: A Computationally Efficient CNN with Minimal Accuracy Trade-Off—0
Rep3D: Re-parameterize Large 3D Kernels with Low-Rank Receptive Modeling for Medical ImagingCode0
Zero-Shot Pseudo Labels Generation Using SAM and CLIP for Semi-Supervised Semantic Segmentation—0
Preserving AUC Fairness in Learning with Noisy Protected GroupsCode0
On the Robustness of Medical Vision-Language Models: Are they Truly Generalizable?Code0
TransMedSeg: A Transferable Semantic Framework for Semi-Supervised Medical Image Segmentation—0
CTLformer: A Hybrid Denoising Model Combining Convolutional Layers and Self-Attention for Enhanced CT Image Reconstruction—0
MOSAIC: A Multi-View 2.5D Organ Slice Selector with Cross-Attentional Reasoning for Anatomically-Aware CT Localization in Medical Organ Segmentation—0
DCSNet: A Lightweight Knowledge Distillation-Based Model with Explainable AI for Lung Cancer Diagnosis from Histopathological Images—0
Multi-modal wound classification using wound image and location by Xception and Gaussian Mixture Recurrent Neural Network (GMRNN)—0
CheXLearner: Text-Guided Fine-Grained Representation Learning for Progression Detection—0
Deeply Explainable Artificial Neural Network—0
From Pixels to Polygons: A Survey of Deep Learning Approaches for Medical Image-to-Mesh Reconstruction—0
Show:102550
← PrevPage 6 of 28Next →

No leaderboard results yet.