SOTAVerified

Cancer Classification

Papers

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Showing 51–75 of 208 papers

TitleStatusHype
New Insight in Cervical Cancer Diagnosis Using Convolution Neural Network Architecture—0
PND-Net: Plant Nutrition Deficiency and Disease Classification using Graph Convolutional Network—0
Performance Evaluation of Deep Learning and Transformer Models Using Multimodal Data for Breast Cancer Classification—0
Precision Cancer Classification and Biomarker Identification from mRNA Gene Expression via Dimensionality Reduction and Explainable AI—0
MECFormer: Multi-task Whole Slide Image Classification with Expert Consultation Network—0
Comparative Analysis of Multi-Omics Integration Using Advanced Graph Neural Networks for Cancer ClassificationCode0
Comparative Analysis and Ensemble Enhancement of Leading CNN Architectures for Breast Cancer Classification—0
Quantifying Cancer Likeness: A Statistical Approach for Pathological Image Diagnosis—0
Multi-modal Medical Image Fusion For Non-Small Cell Lung Cancer Classification—0
SelectiveKD: A semi-supervised framework for cancer detection in DBT through Knowledge Distillation and Pseudo-labeling—0
LASSO-MOGAT: A Multi-Omics Graph Attention Framework for Cancer ClassificationCode0
Evaluating Deep Learning Models for Breast Cancer Classification: A Comparative StudyCode0
Exploring Machine Learning Models for Lung Cancer Level Classification: A comparative ML Approach—0
Interpretable breast cancer classification using CNNs on mammographic imagesCode0
Advances in Multiple Instance Learning for Whole Slide Image Analysis: Techniques, Challenges, and Future Directions—0
Improving Lung Cancer Diagnosis and Survival Prediction with Deep Learning and CT Imaging—0
HistoGym: A Reinforcement Learning Environment for Histopathological Image AnalysisCode0
HyperMM : Robust Multimodal Learning with Varying-sized Inputs—0
Stacking-Enhanced Bagging Ensemble Learning for Breast Cancer Classification with CNN—0
DIOR-ViT: Differential Ordinal Learning Vision Transformer for Cancer Classification in Pathology Images—0
Deep learning for automated detection of breast cancer in deep ultraviolet fluorescence images with diffusion probabilistic model—0
Learning a Clinically-Relevant Concept Bottleneck for Lesion Detection in Breast UltrasoundCode0
Unsupervised Latent Stain Adaptation for Computational Pathology—0
Leveraging Knowledge Distillation for Lightweight Skin Cancer Classification: Balancing Accuracy and Computational Efficiency—0
A Wavelet Guided Attention Module for Skin Cancer Classification with Gradient-based Feature FusionCode0
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Benchmark Results

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