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
Multi-View Hypercomplex Learning for Breast Cancer ScreeningCode1
A Multimodal Graph Neural Network Framework of Cancer Molecular Subtype ClassificationCode1
Soft-Attention Improves Skin Cancer Classification PerformanceCode1
Refining Focus in AI for Lung Cancer: Comparing Lesion-Centric and Chest-Region Models with Performance Insights from Internal and External ValidationCode1
MV-Swin-T: Mammogram Classification with Multi-view Swin TransformerCode1
Generating and Weighting Semantically Consistent Sample Pairs for Ultrasound Contrastive LearningCode1
MiniGPT-Pancreas: Multimodal Large Language Model for Pancreas Cancer Classification and DetectionCode1
Pan-cancer Histopathology WSI Pre-training with Position-aware Masked AutoencoderCode1
Skin Lesion Synthesis with Generative Adversarial NetworksCode1
XOmiVAE: an interpretable deep learning model for cancer classification using high-dimensional omics dataCode1
Virchow: A Million-Slide Digital Pathology Foundation ModelCode1
AI in Lung Health: Benchmarking Detection and Diagnostic Models Across Multiple CT Scan DatasetsCode1
Peritumoral Expansion Radiomics for Improved Lung Cancer ClassificationCode1
Model Patching: Closing the Subgroup Performance Gap with Data AugmentationCode1
Triad: Vision Foundation Model for 3D Magnetic Resonance ImagingCode1
Integrated Multi-omics Analysis Using Variational Autoencoders: Application to Pan-cancer ClassificationCode1
Joint Modelling Histology and Molecular Markers for Cancer ClassificationCode1
A lightweight deep learning pipeline with DRDA-Net and MobileNet for breast cancer classification—0
A Deep Embedded Refined Clustering Approach for Breast Cancer Distinction based on DNA Methylation—0
Adaptive Deep Learning for Multiclass Breast Cancer Classification via Misprediction Risk Analysis—0
A Pan-cancer Classification Model using Multi-view Feature Selection Method and Ensemble Classifier—0
A Novel Approach to Breast Cancer Histopathological Image Classification Using Cross-Colour Space Feature Fusion and Quantum-Classical Stack Ensemble Method—0
Adversarial Attacks and Defences for Skin Cancer Classification—0
A CNN toolbox for skin cancer classification—0
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Benchmark Results

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