SOTAVerified

Cancer Classification

Papers

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Showing 51–100 of 208 papers

TitleStatusHype
Adversarial Augmentation for Enhancing Classification of Mammography ImagesCode0
CNN-based Approach for Cervical Cancer Classification in Whole-Slide Histopathology ImagesCode0
Gene-MOE: A sparsely gated prognosis and classification framework exploiting pan-cancer genomic informationCode0
Interpretable breast cancer classification using CNNs on mammographic imagesCode0
MamT^4: Multi-view Attention Networks for Mammography Cancer ClassificationCode0
Revisiting Skin Tone Fairness in Dermatological Lesion 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
Feature vector regularization in machine learning—0
A Pan-cancer Classification Model using Multi-view Feature Selection Method and Ensemble Classifier—0
Exploring Patient Data Requirements in Training Effective AI Models for MRI-based Breast Cancer Classification—0
Breast Cancer Classification with Ultrasound Images Based on SLIC—0
A Novel Approach to Breast Cancer Histopathological Image Classification Using Cross-Colour Space Feature Fusion and Quantum-Classical Stack Ensemble Method—0
Adversarial Attacks and Defences for Skin Cancer Classification—0
Adaptive Deep Learning for Multiclass Breast Cancer Classification via Misprediction Risk Analysis—0
A CNN toolbox for skin cancer classification—0
Breast Cancer Classification Using: Pixel Interpolation—0
Breast Cancer Classification Using Gradient Boosting Algorithms Focusing on Reducing the False Negative and SHAP for Explainability—0
A new parsimonious method for classifying Cancer Tissue-of-Origin Based on DNA Methylation 450K data—0
Dual-Activated Lightweight Attention ResNet50 for Automatic Histopathology Breast Cancer Image Classification—0
Breast Cancer Classification using Deep Learned Features Boosted with Handcrafted Features—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
An evaluation of DNA-damage response and cell-cycle pathways for breast cancer classification—0
Enhancing Non-mass Breast Ultrasound Cancer Classification With Knowledge Transfer—0
Advances in Multiple Instance Learning for Whole Slide Image Analysis: Techniques, Challenges, and Future Directions—0
Evaluation of Multi-Scale Multiple Instance Learning to Improve Thyroid Cancer Classification—0
Dual Convolutional Neural Networks for Breast Mass Segmentation and Diagnosis in Mammography—0
Double Integral Enhanced Zeroing Neural Network Optimized with ALSOA fostered Lung Cancer Classification using CT Images—0
Domain shifts in dermoscopic skin cancer datasets: Evaluation of essential limitations for clinical translation—0
Exploring Machine Learning Models for Lung Cancer Level Classification: A comparative ML Approach—0
Breast Cancer classification by adaptive weighted average ensemble of previously trained models—0
Feasibility of Colon Cancer Detection in Confocal Laser Microscopy Images Using Convolution Neural Networks—0
An Efficient Binary Harris Hawks Optimization based on Quantum SVM for Cancer Classification Tasks—0
Domain Adaptation for Deviating Acquisition Protocols in CNN-based Lesion Classification on Diffusion-Weighted MR Images—0
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Benchmark Results

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