SOTAVerified

Cancer Classification

Papers

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Showing 51–75 of 208 papers

TitleStatusHype
Exploring Machine Learning Models for Lung Cancer Level Classification: A comparative ML Approach—0
Improving Lung Cancer Diagnosis and Survival Prediction with Deep Learning and CT Imaging—0
Advances in Multiple Instance Learning for Whole Slide Image Analysis: Techniques, Challenges, and Future Directions—0
HistoGym: A Reinforcement Learning Environment for Histopathological Image AnalysisCode0
HyperMM : Robust Multimodal Learning with Varying-sized Inputs—0
Enhancing the Utility of Privacy-Preserving Cancer Classification using Synthetic DataCode2
Stacking-Enhanced Bagging Ensemble Learning for Breast Cancer Classification with CNN—0
DIOR-ViT: Differential Ordinal Learning Vision Transformer for Cancer Classification in Pathology Images—0
Pan-cancer Histopathology WSI Pre-training with Position-aware Masked AutoencoderCode1
Deep learning for automated detection of breast cancer in deep ultraviolet fluorescence images with diffusion probabilistic model—0
Learning a Clinically-Relevant Concept Bottleneck for Lesion Detection in Breast UltrasoundCode0
Unsupervised Latent Stain Adaptation for Computational Pathology—0
Leveraging Knowledge Distillation for Lightweight Skin Cancer Classification: Balancing Accuracy and Computational Efficiency—0
A Wavelet Guided Attention Module for Skin Cancer Classification with Gradient-based Feature FusionCode0
Towards Multi-modality Fusion and Prototype-based Feature Refinement for Clinically Significant Prostate Cancer Classification in Transrectal UltrasoundCode0
Biomarker based Cancer Classification using an Ensemble with Pre-trained Models—0
Mitigating annotation shift in cancer classification using single image generative modelsCode0
Exploring Explainable AI Techniques for Improved Interpretability in Lung and Colon Cancer ClassificationCode0
AI in Lung Health: Benchmarking Detection and Diagnostic Models Across Multiple CT Scan DatasetsCode1
Improved and Explainable Cervical Cancer Classification using Ensemble Pooling of Block Fused Descriptors—0
Rad4XCNN: a new agnostic method for post-hoc global explanation of CNN-derived features by means of radiomics—0
Gallbladder Cancer Detection in Ultrasound Images based on YOLO and Faster R-CNN—0
Leveraging Latents for Efficient Thermography Classification and SegmentationCode0
Primary liver cancer classification from routine tumour biopsy using weakly supervised deep learning—0
Predictive Modeling for Breast Cancer Classification in the Context of Bangladeshi Patients: A Supervised Machine Learning Approach with Explainable AI—0
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Benchmark Results

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