SOTAVerified

Cancer Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–175 of 208 papers

TitleStatusHype
Integration of Convolutional Neural Networks for Pulmonary Nodule Malignancy Assessment in a Lung Cancer Classification Pipeline—0
Investigating Quantum Feature Maps in Quantum Support Vector Machines for Lung Cancer Classification—0
Joint 2D-3D Breast Cancer Classification—0
Joint-Individual Fusion Structure with Fusion Attention Module for Multi-Modal Skin Cancer Classification—0
Learning with Less Labels in Digital Pathology via Scribble Supervision from Natural Images—0
Lesion detection in contrast enhanced spectral mammography—0
Leveraging Knowledge Distillation for Lightweight Skin Cancer Classification: Balancing Accuracy and Computational Efficiency—0
Leveraging Transformers to Improve Breast Cancer Classification and Risk Assessment with Multi-modal and Longitudinal Data—0
Look, Investigate, and Classify: A Deep Hybrid Attention Method for Breast Cancer Classification—0
MECFormer: Multi-task Whole Slide Image Classification with Expert Consultation Network—0
Medical Image Enhancement Using Histogram Processing and Feature Extraction for Cancer Classification—0
MedISure: Towards Assuring Machine Learning-based Medical Image Classifiers using Mixup Boundary Analysis—0
miRNA and Gene Expression based Cancer Classification using Self- Learning and Co-Training Approaches—0
Mixed Supervision of Histopathology Improves Prostate Cancer Classification from MRI—0
MRANet: A Modified Residual Attention Networks for Lung and Colon Cancer Classification—0
MSAD-Net: Multiscale and Spatial Attention-based Dense Network for Lung Cancer Classification—0
Multi-class Skin Cancer Classification Architecture Based on Deep Convolutional Neural Network—0
Multi-modal Medical Image Fusion For Non-Small Cell Lung Cancer Classification—0
Enabling Data Diversity: Efficient Automatic Augmentation via Regularized Adversarial TrainingCode0
Breast Tumor Classification Using EfficientNet Deep Learning ModelCode0
Attention-Map Augmentation for Hypercomplex Breast Cancer ClassificationCode0
Domain Transfer Through Image-to-Image Translation for Uncertainty-Aware Prostate Cancer ClassificationCode0
Are nuclear masks all you need for improved out-of-domain generalisation? A closer look at cancer classification in histopathologyCode0
Exhaustive Exploitation of Nature-inspired Computation for Cancer Screening in an Ensemble MannerCode0
Explainable Contrastive and Cost-Sensitive Learning for Cervical Cancer ClassificationCode0
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Benchmark Results

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