| Enhancing the Utility of Privacy-Preserving Cancer Classification using Synthetic Data | Jul 17, 2024 | Breast Cancer DetectionCancer Classification | CodeCode Available | 2 | 5 |
| MV-Swin-T: Mammogram Classification with Multi-view Swin Transformer | Feb 26, 2024 | Cancer Classificationimage-classification | CodeCode Available | 1 | 5 |
| Integrated Multi-omics Analysis Using Variational Autoencoders: Application to Pan-cancer Classification | Aug 17, 2019 | Cancer ClassificationClassification | CodeCode Available | 1 | 5 |
| Triad: Vision Foundation Model for 3D Magnetic Resonance Imaging | Feb 19, 2025 | Cancer ClassificationComputed Tomography (CT) | CodeCode Available | 1 | 5 |
| Skin Lesion Synthesis with Generative Adversarial Networks | Feb 8, 2019 | Cancer ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Pan-cancer Histopathology WSI Pre-training with Position-aware Masked Autoencoder | Jul 10, 2024 | Cancer ClassificationPosition | CodeCode Available | 1 | 5 |
| Multi-View Hypercomplex Learning for Breast Cancer Screening | Apr 12, 2022 | Breast Tumour ClassificationCancer Classification | CodeCode Available | 1 | 5 |
| Model Patching: Closing the Subgroup Performance Gap with Data Augmentation | Aug 15, 2020 | Cancer ClassificationData Augmentation | CodeCode Available | 1 | 5 |
| Peritumoral Expansion Radiomics for Improved Lung Cancer Classification | Nov 24, 2024 | 3D ClassificationCancer Classification | CodeCode Available | 1 | 5 |
| Soft-Attention Improves Skin Cancer Classification Performance | May 5, 2021 | Cancer ClassificationClassification | CodeCode Available | 1 | 5 |
| XOmiVAE: an interpretable deep learning model for cancer classification using high-dimensional omics data | May 26, 2021 | Cancer ClassificationClassification | CodeCode Available | 1 | 5 |
| Virchow: A Million-Slide Digital Pathology Foundation Model | Sep 14, 2023 | Breast Tumour ClassificationCancer Classification | CodeCode Available | 1 | 5 |
| AI in Lung Health: Benchmarking Detection and Diagnostic Models Across Multiple CT Scan Datasets | May 7, 2024 | BenchmarkingCancer Classification | CodeCode Available | 1 | 5 |
| Refining Focus in AI for Lung Cancer: Comparing Lesion-Centric and Chest-Region Models with Performance Insights from Internal and External Validation | Nov 25, 2024 | Cancer ClassificationLung Cancer Diagnosis | CodeCode Available | 1 | 5 |
| A Multimodal Graph Neural Network Framework of Cancer Molecular Subtype Classification | Feb 24, 2023 | Cancer ClassificationClassification | CodeCode Available | 1 | 5 |
| Generating and Weighting Semantically Consistent Sample Pairs for Ultrasound Contrastive Learning | Dec 8, 2022 | Cancer ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| Joint Modelling Histology and Molecular Markers for Cancer Classification | Feb 11, 2025 | Cancer ClassificationPrognosis | CodeCode Available | 1 | 5 |
| MiniGPT-Pancreas: Multimodal Large Language Model for Pancreas Cancer Classification and Detection | Dec 20, 2024 | Cancer ClassificationChatbot | CodeCode Available | 1 | 5 |
| Exhaustive Exploitation of Nature-inspired Computation for Cancer Screening in an Ensemble Manner | Apr 6, 2024 | Cancer ClassificationDiversity | CodeCode Available | 0 | 5 |
| Explainable Contrastive and Cost-Sensitive Learning for Cervical Cancer Classification | Feb 24, 2024 | Cancer ClassificationContrastive Learning | CodeCode Available | 0 | 5 |
| Adversarial Augmentation for Enhancing Classification of Mammography Images | Feb 20, 2019 | Cancer ClassificationClassification | CodeCode Available | 0 | 5 |
| Domain Transfer Through Image-to-Image Translation for Uncertainty-Aware Prostate Cancer Classification | Jul 2, 2023 | Cancer ClassificationDeep Learning | CodeCode Available | 0 | 5 |
| Deep neural network or dermatologist? | Aug 19, 2019 | Cancer ClassificationDiagnostic | CodeCode Available | 0 | 5 |
| Enabling Data Diversity: Efficient Automatic Augmentation via Regularized Adversarial Training | Mar 30, 2021 | Cancer ClassificationData Augmentation | CodeCode Available | 0 | 5 |
| Exploring Explainable AI Techniques for Improved Interpretability in Lung and Colon Cancer Classification | May 7, 2024 | Cancer ClassificationDiagnostic | CodeCode Available | 0 | 5 |
