SOTAVerified

Cancer Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–75 of 208 papers

TitleStatusHype
Enabling Data Diversity: Efficient Automatic Augmentation via Regularized Adversarial TrainingCode0
CNN-based Approach for Cervical Cancer Classification in Whole-Slide Histopathology ImagesCode0
Learning a Clinically-Relevant Concept Bottleneck for Lesion Detection in Breast UltrasoundCode0
Exploring Explainable AI Techniques for Improved Interpretability in Lung and Colon Cancer ClassificationCode0
Interpretable breast cancer classification using CNNs on mammographic imagesCode0
Memory-aware curriculum federated learning for breast cancer classificationCode0
Towards Multi-modality Fusion and Prototype-based Feature Refinement for Clinically Significant Prostate Cancer Classification in Transrectal UltrasoundCode0
Are nuclear masks all you need for improved out-of-domain generalisation? A closer look at cancer classification in histopathologyCode0
Context-Aware Convolutional Neural Network for Grading of Colorectal Cancer Histology Images—0
Attention Model Enhanced Network for Classification of Breast Cancer Image—0
Comparisons of Graph Neural Networks on Cancer Classification Leveraging a Joint of Phenotypic and Genetic Features—0
Comparison of Deep Learning and Machine Learning Models and Frameworks for Skin Lesion Classification—0
A lightweight deep learning pipeline with DRDA-Net and MobileNet for breast cancer classification—0
Comparison among dimensionality reduction techniques based on Random Projection for cancer classification—0
Comparative Analysis of Hand-Crafted and Machine-Driven Histopathological Features for Prostate Cancer Classification and Segmentation—0
A Smartphone based Application for Skin Cancer Classification Using Deep Learning with Clinical Images and Lesion Information—0
A Deep Embedded Refined Clustering Approach for Breast Cancer Distinction based on DNA Methylation—0
Comparative Analysis of Deep Learning Architectures for Breast Cancer Diagnosis Using the BreaKHis Dataset—0
Comparative Analysis and Ensemble Enhancement of Leading CNN Architectures for Breast Cancer Classification—0
Application of Machine Learning in Melanoma Detection and the Identification of 'Ugly Duckling' and Suspicious Naevi: A Review—0
Class-Specific Data Augmentation: Bridging the Imbalance in Multiclass Breast Cancer Classification—0
A Polarization and Radiomics Feature Fusion Network for the Classification of Hepatocellular Carcinoma and Intrahepatic Cholangiocarcinoma—0
CerviFormer: A Pap-smear based cervical cancer classification method using cross attention and latent transformer—0
A Pan-cancer Classification Model using Multi-view Feature Selection Method and Ensemble Classifier—0
Breast Cancer Classification with Ultrasound Images Based on SLIC—0
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Benchmark Results

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