SOTAVerified

Cancer Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–25 of 208 papers

TitleStatusHype
Enhancing the Utility of Privacy-Preserving Cancer Classification using Synthetic DataCode2
Triad: Vision Foundation Model for 3D Magnetic Resonance ImagingCode1
Joint Modelling Histology and Molecular Markers for Cancer ClassificationCode1
MiniGPT-Pancreas: Multimodal Large Language Model for Pancreas Cancer Classification and DetectionCode1
Refining Focus in AI for Lung Cancer: Comparing Lesion-Centric and Chest-Region Models with Performance Insights from Internal and External ValidationCode1
Peritumoral Expansion Radiomics for Improved Lung Cancer ClassificationCode1
Pan-cancer Histopathology WSI Pre-training with Position-aware Masked AutoencoderCode1
AI in Lung Health: Benchmarking Detection and Diagnostic Models Across Multiple CT Scan DatasetsCode1
MV-Swin-T: Mammogram Classification with Multi-view Swin TransformerCode1
Virchow: A Million-Slide Digital Pathology Foundation ModelCode1
A Multimodal Graph Neural Network Framework of Cancer Molecular Subtype ClassificationCode1
Generating and Weighting Semantically Consistent Sample Pairs for Ultrasound Contrastive LearningCode1
Multi-View Hypercomplex Learning for Breast Cancer ScreeningCode1
XOmiVAE: an interpretable deep learning model for cancer classification using high-dimensional omics dataCode1
Soft-Attention Improves Skin Cancer Classification PerformanceCode1
Model Patching: Closing the Subgroup Performance Gap with Data AugmentationCode1
Integrated Multi-omics Analysis Using Variational Autoencoders: Application to Pan-cancer ClassificationCode1
Skin Lesion Synthesis with Generative Adversarial NetworksCode1
Advanced cervical cancer classification: enhancing pap smear images with hybrid PMD Filter-CLAHE—0
Uncertainty-Aware Deep Learning for Automated Skin Cancer Classification: A Comprehensive Evaluation—0
Integrating Complexity and Biological Realism: High-Performance Spiking Neural Networks for Breast Cancer Detection—0
Investigating Quantum Feature Maps in Quantum Support Vector Machines for Lung Cancer Classification—0
Optimizing Deep Learning for Skin Cancer Classification: A Computationally Efficient CNN with Minimal Accuracy Trade-Off—0
An Artificial Intelligence Model for Early Stage Breast Cancer Detection from Biopsy Images—0
Validation of Conformal Prediction in Cervical Atypia Classification—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1LASSO-MOGAT1:1 Accuracy95.9—Unverified
2LASSO-MOGAT1:1 Accuracy94.68—Unverified