SOTAVerified

Cancer Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 101–150 of 208 papers

TitleStatusHype
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
Multi-Organ Cancer Classification and Survival Analysis—0
Multi-stages attention Breast cancer classification based on nonlinear spiking neural P neurons with autapses—0
Multi-Task Learning in Histo-pathology for Widely Generalizable Model—0
New Insight in Cervical Cancer Diagnosis Using Convolution Neural Network Architecture—0
New pyramidal hybrid textural and deep features based automatic skin cancer classification model: Ensemble DarkNet and textural feature extractor—0
Optimizing Deep Learning for Skin Cancer Classification: A Computationally Efficient CNN with Minimal Accuracy Trade-Off—0
Patch Stitching Data Augmentation for Cancer Classification in Pathology Images—0
PathOrchestra: A Comprehensive Foundation Model for Computational Pathology with Over 100 Diverse Clinical-Grade Tasks—0
Performance Evaluation of Deep Learning and Transformer Models Using Multimodal Data for Breast Cancer Classification—0
Personalized Diagnostic Tool for Thyroid Cancer Classification using Multi-view Ultrasound—0
PND-Net: Plant Nutrition Deficiency and Disease Classification using Graph Convolutional Network—0
Precision Cancer Classification and Biomarker Identification from mRNA Gene Expression via Dimensionality Reduction and Explainable AI—0
Prediction of Malignant & Benign Breast Cancer: A Data Mining Approach in Healthcare Applications—0
Predictive Modeling for Breast Cancer Classification in the Context of Bangladeshi Patients: A Supervised Machine Learning Approach with Explainable AI—0
Primary liver cancer classification from routine tumour biopsy using weakly supervised deep learning—0
Probabilistic Multi-Task Feature Selection—0
ProCAN: Progressive Growing Channel Attentive Non-Local Network for Lung Nodule Classification—0
Quantifying Cancer Likeness: A Statistical Approach for Pathological Image Diagnosis—0
Rad4XCNN: a new agnostic method for post-hoc global explanation of CNN-derived features by means of radiomics—0
Reliable Breast Cancer Molecular Subtype Prediction based on uncertainty-aware Bayesian Deep Learning by Mammography—0
Revisiting Invariant Learning for Out-of-Domain Generalization on Multi-Site Mammogram Datasets—0
SelectiveKD: A semi-supervised framework for cancer detection in DBT through Knowledge Distillation and Pseudo-labeling—0
Siamese Neural Networks for Skin Cancer Classification and New Class Detection using Clinical and Dermoscopic Image Datasets—0
Skin Cancer Classification using Inception Network and Transfer Learning—0
Skin Lesion Analyser: An Efficient Seven-Way Multi-Class Skin Cancer Classification Using MobileNet—0
Sparse High-Dimensional Isotonic Regression—0
Stacking-Enhanced Bagging Ensemble Learning for Breast Cancer Classification with CNN—0
Statistical characterization and classification of colon microarray gene expression data using multiple machine learning paradigms—0
Synthesizing lesions using contextual GANs improves breast cancer classification on mammograms—0
Theoretical Framework for Tempered Fractional Gradient Descent: Application to Breast Cancer Classification—0
Towards Out-of-Distribution Detection for breast cancer classification in Point-of-Care Ultrasound Imaging—0
Towards Robust Natural-Looking Mammography Lesion Synthesis on Ipsilateral Dual-Views Breast Cancer Analysis—0
Transfer learning with class-weighted and focal loss function for automatic skin cancer classification—0
Tree Ensembles with Rule Structured Horseshoe Regularization—0
Uncertainty-Aware Deep Learning for Automated Skin Cancer Classification: A Comprehensive Evaluation—0
Unsupervised Latent Stain Adaptation for Computational Pathology—0
USegMix: Unsupervised Segment Mix for Efficient Data Augmentation in Pathology Images—0
User lung cancer classification using efficientnet from ct scan images—0
Using Computer Vision for Skin Disease Diagnosis in Bangladesh Enhancing Interpretability and Transparency in Deep Learning Models for Skin Cancer Classification—0
Validation of Conformal Prediction in Cervical Atypia Classification—0
Show:102550
← PrevPage 3 of 5Next →

Benchmark Results

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