SOTAVerified

Cancer Classification

Papers

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Showing 51–100 of 208 papers

TitleStatusHype
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
Comparative Analysis and Ensemble Enhancement of Leading CNN Architectures for Breast Cancer Classification—0
Comparative Analysis of Deep Learning Architectures for Breast Cancer Diagnosis Using the BreaKHis Dataset—0
An Attention-Based Mechanism to Combine Images and Metadata in Deep Learning Models Applied to Skin Cancer Classification—0
Harnessing Transformers: A Leap Forward in Lung Cancer Image Detection—0
A Smartphone based Application for Skin Cancer Classification Using Deep Learning with Clinical Images and Lesion Information—0
Comparison among dimensionality reduction techniques based on Random Projection for cancer classification—0
Comparison of Deep Learning and Machine Learning Models and Frameworks for Skin Lesion Classification—0
Comparisons of Graph Neural Networks on Cancer Classification Leveraging a Joint of Phenotypic and Genetic Features—0
Attention Model Enhanced Network for Classification of Breast Cancer Image—0
Context-Aware Convolutional Neural Network for Grading of Colorectal Cancer Histology Images—0
Biomarker based Cancer Classification using an Ensemble with Pre-trained Models—0
An Artificial Intelligence Model for Early Stage Breast Cancer Detection from Biopsy Images—0
Estimating Skin Tone and Effects on Classification Performance in Dermatology Datasets—0
Advanced cervical cancer classification: enhancing pap smear images with hybrid PMD Filter-CLAHE—0
Deep learning for automated detection of breast cancer in deep ultraviolet fluorescence images with diffusion probabilistic model—0
Benchmarking Image Transformers for Prostate Cancer Detection from Ultrasound Data—0
Fuzzy Gene Selection and Cancer Classification Based on Deep Learning Model—0
G2C: A Generator-to-Classifier Framework Integrating Multi-Stained Visual Cues for Pathological Glomerulus Classification—0
Improved and Explainable Cervical Cancer Classification using Ensemble Pooling of Block Fused Descriptors—0
Deep Learning for Breast Cancer Classification: Enhanced Tangent Function—0
Deep Learning Neural Network for Lung Cancer Classification: Enhanced Optimization Function—0
Benchmarking of Lightweight Deep Learning Architectures for Skin Cancer Classification using ISIC 2017 Dataset—0
DeepSDCS: Dissecting cancer proliferation heterogeneity in Ki67 digital whole slide images—0
Deep Transfer Learning Methods for Colon Cancer Classification in Confocal Laser Microscopy Images—0
Dermatologist Level Dermoscopy Skin Cancer Classification Using Different Deep Learning Convolutional Neural Networks Algorithms—0
Differential Evolution with Generalized Mutation Operator for Parameters Optimization in Gene Selection for Cancer Classification—0
Dealing with Label Scarcity in Computational Pathology: A Use Case in Prostate Cancer Classification—0
DIOR-ViT: Differential Ordinal Learning Vision Transformer for Cancer Classification in Pathology Images—0
Distractor-Aware Neuron Intrinsic Learning for Generic 2D Medical Image Classifications—0
Domain Adaptation for Deviating Acquisition Protocols in CNN-based Lesion Classification on Diffusion-Weighted MR Images—0
Domain shifts in dermoscopic skin cancer datasets: Evaluation of essential limitations for clinical translation—0
Breast Cancer classification by adaptive weighted average ensemble of previously trained models—0
Double Integral Enhanced Zeroing Neural Network Optimized with ALSOA fostered Lung Cancer Classification using CT Images—0
Dual Convolutional Neural Networks for Breast Mass Segmentation and Diagnosis in Mammography—0
Efficient Lung Cancer Image Classification and Segmentation Algorithm Based on Improved Swin Transformer—0
Breast Cancer Classification in Deep Ultraviolet Fluorescence Images Using a Patch-Level Vision Transformer Framework—0
Dual-Activated Lightweight Attention ResNet50 for Automatic Histopathology Breast Cancer Image Classification—0
Enhancing Non-mass Breast Ultrasound Cancer Classification With Knowledge Transfer—0
Analysis of Dimensional Influence of Convolutional Neural Networks for Histopathological Cancer Classification—0
Evaluation of Multi-Scale Multiple Instance Learning to Improve Thyroid Cancer Classification—0
Breast Cancer Classification Using: Pixel Interpolation—0
A new parsimonious method for classifying Cancer Tissue-of-Origin Based on DNA Methylation 450K data—0
Breast Cancer Classification with Ultrasound Images Based on SLIC—0
Exploring Machine Learning Models for Lung Cancer Level Classification: A comparative ML Approach—0
Exploring Patient Data Requirements in Training Effective AI Models for MRI-based Breast Cancer Classification—0
Feasibility of Colon Cancer Detection in Confocal Laser Microscopy Images Using Convolution Neural Networks—0
Feature vector regularization in machine learning—0
DCT-HistoTransformer: Efficient Lightweight Vision Transformer with DCT Integration for histopathological image analysis—0
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Benchmark Results

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