| Multimodal Deep Learning for Subtype Classification in Breast Cancer Using Histopathological Images and Gene Expression Data | Mar 4, 2025 | ClassificationDecision Making | CodeCode Available | 0 |
| CrossFusion: A Multi-Scale Cross-Attention Convolutional Fusion Model for Cancer Survival Prediction | Mar 3, 2025 | PrognosisSurvival Prediction | CodeCode Available | 0 |
| Cancer Type, Stage and Prognosis Assessment from Pathology Reports using LLMs | Mar 3, 2025 | Prognosis | CodeCode Available | 0 |
| Subclass Classification of Gliomas Using MRI Fusion Technique | Feb 26, 2025 | ClassificationPrognosis | —Unverified | 0 |
| Composable Strategy Framework with Integrated Video-Text based Large Language Models for Heart Failure Assessment | Feb 23, 2025 | Prognosis | —Unverified | 0 |
| Patch Stitching Data Augmentation for Cancer Classification in Pathology Images | Feb 22, 2025 | Cancer ClassificationData Augmentation | —Unverified | 0 |
| Med-gte-hybrid: A contextual embedding transformer model for extracting actionable information from clinical texts | Feb 21, 2025 | Contrastive LearningDecision Making | —Unverified | 0 |
| Using Graph Convolutional Networks to Address fMRI Small Data Problems | Feb 19, 2025 | Prognosis | —Unverified | 0 |
| MultiFlow: A unified deep learning framework for multi-vessel classification, segmentation and clustering of phase-contrast MRI validated on a multi-site single ventricle patient cohort | Feb 17, 2025 | ClusteringPrognosis | —Unverified | 0 |
| SmartEdge: Smart Healthcare End-to-End Integrated Edge and Cloud Computing System for Diabetes Prediction Enabled by Ensemble Machine Learning | Feb 14, 2025 | Cloud ComputingDiabetes Prediction | —Unverified | 0 |
| A procedure for assessing of machine health index data prediction quality | Feb 12, 2025 | Exponential degradationMulti-class Classification | —Unverified | 0 |
| 4D VQ-GAN: Synthesising Medical Scans at Any Time Point for Personalised Disease Progression Modelling of Idiopathic Pulmonary Fibrosis | Feb 8, 2025 | Computed Tomography (CT)Diagnostic | —Unverified | 0 |
| A Foundational Brain Dynamics Model via Stochastic Optimal Control | Feb 7, 2025 | PrognosisRepresentation Learning | —Unverified | 0 |
| LadderMIL: Multiple Instance Learning with Coarse-to-Fine Self-Distillation | Feb 4, 2025 | BenchmarkingClassification | —Unverified | 0 |
| Continually Evolved Multimodal Foundation Models for Cancer Prognosis | Jan 30, 2025 | Predicting Patient OutcomesPrognosis | —Unverified | 0 |
| Glioma Multimodal MRI Analysis System for Tumor Layered Diagnosis via Multi-task Semi-supervised Learning | Jan 29, 2025 | Contrastive LearningDiagnostic | —Unverified | 0 |
| A Transferable Physics-Informed Framework for Battery Degradation Diagnosis, Knee-Onset Detection and Knee Prediction | Jan 24, 2025 | Feature EngineeringOnset Detection | —Unverified | 0 |
| Prior Knowledge Injection into Deep Learning Models Predicting Gene Expression from Whole Slide Images | Jan 23, 2025 | Prognosiswhole slide images | CodeCode Available | 0 |
| Adaptive Class Learning to Screen Diabetic Disorders in Fundus Images of Eye | Jan 21, 2025 | Decision MakingPrognosis | —Unverified | 0 |
| Prediction of Lung Metastasis from Hepatocellular Carcinoma using the SEER Database | Jan 20, 2025 | EpidemiologyFeature Importance | CodeCode Available | 0 |
| A CNN-Transformer for Classification of Longitudinal 3D MRI Images -- A Case Study on Hepatocellular Carcinoma Prediction | Jan 18, 2025 | PrognosisSelf-Supervised Learning | CodeCode Available | 0 |
| CellOMaps: A Compact Representation for Robust Classification of Lung Adenocarcinoma Growth Patterns | Jan 14, 2025 | PrognosisRobust classification | —Unverified | 0 |
| Efficient Deep Learning-based Forward Solvers for Brain Tumor Growth Models | Jan 14, 2025 | Deep LearningEvolutionary Algorithms | CodeCode Available | 0 |
| A Multi-Modal Deep Learning Framework for Pan-Cancer Prognosis | Jan 13, 2025 | Deep LearningMixture-of-Experts | CodeCode Available | 0 |
| A Foundational Generative Model for Breast Ultrasound Image Analysis | Jan 12, 2025 | DiagnosticPrognosis | —Unverified | 0 |
| An Attention-Guided Deep Learning Approach for Classifying 39 Skin Lesion Types | Jan 10, 2025 | DiagnosticPrognosis | CodeCode Available | 0 |
| Superpixel Boundary Correction for Weakly-Supervised Semantic Segmentation on Histopathology Images | Jan 7, 2025 | PrognosisSegmentation | —Unverified | 0 |
| Bridging Classification and Segmentation in Osteosarcoma Assessment via Foundation and Discrete Diffusion Models | Jan 3, 2025 | PrognosisSegmentation | CodeCode Available | 0 |
| Comparative Analysis of 2D and 3D ResNet Architectures for IDH and MGMT Mutation Detection in Glioma Patients | Dec 30, 2024 | Prognosis | —Unverified | 0 |
| Maximising Histopathology Segmentation using Minimal Labels via Self-Supervision | Dec 19, 2024 | PrognosisSegmentation | CodeCode Available | 0 |
| Reliable Breast Cancer Molecular Subtype Prediction based on uncertainty-aware Bayesian Deep Learning by Mammography | Dec 16, 2024 | Cancer ClassificationClassification | —Unverified | 0 |
| Efficient and Comprehensive Feature Extraction in Large Vision-Language Model for Pathology Analysis | Dec 12, 2024 | DiagnosticLanguage Modeling | —Unverified | 0 |
| A multimodal ensemble approach for clear cell renal cell carcinoma treatment outcome prediction | Dec 10, 2024 | feature selectionPrognosis | —Unverified | 0 |
| Electrocardiogram (ECG) Based Cardiac Arrhythmia Detection and Classification using Machine Learning Algorithms | Dec 7, 2024 | Arrhythmia DetectionBinary Classification | —Unverified | 0 |
| Magnetic Resonance Imaging Feature-Based Subtyping and Model Ensemble for Enhanced Brain Tumor Segmentation | Dec 5, 2024 | BenchmarkingBrain Tumor Segmentation | CodeCode Available | 0 |
| Electronic Health Records-Based Data-Driven Diabetes Knowledge Unveiling and Risk Prognosis | Dec 5, 2024 | Diabetes PredictionPrognosis | —Unverified | 0 |
| A Novel Generative Multi-Task Representation Learning Approach for Predicting Postoperative Complications in Cardiac Surgery Patients | Dec 2, 2024 | PrognosisRepresentation Learning | CodeCode Available | 0 |
| Computational Methods for Breast Cancer Molecular Profiling through Routine Histopathology: A Review | Dec 1, 2024 | DiagnosticPrognosis | —Unverified | 0 |
| Evaluación del Cambio en la Musculatura y Adiposidad y su Relación con la Recurrencia del Carcinoma de Cabeza y Cuello mediante PET/CT y MRI | Nov 25, 2024 | Prognosis | —Unverified | 0 |
| Machine learning for cerebral blood vessels' malformations | Nov 25, 2024 | DiagnosticPrognosis | —Unverified | 0 |
| Feature-interactive Siamese graph encoder-based image analysis to predict STAS from histopathology images in lung cancer | Nov 22, 2024 | Prognosis | —Unverified | 0 |
| An Evolutional Neural Network Framework for Classification of Microarray Data | Nov 20, 2024 | feature selectionPrognosis | —Unverified | 0 |
| Medical Video Generation for Disease Progression Simulation | Nov 18, 2024 | PrognosisVideo Generation | —Unverified | 0 |
| Data Driven Automatic Electrical Machine Preliminary Design with Artificial Intelligence Expert Guidance | Nov 18, 2024 | Prognosis | —Unverified | 0 |
| Low-Rank Conjugate Gradient-Net for Accelerated Cardiac MR Imaging | Nov 17, 2024 | Anatomycompressed sensing | —Unverified | 0 |
| Deep Learning for Fetal Inflammatory Response Diagnosis in the Umbilical Cord | Nov 14, 2024 | Prognosiswhole slide images | —Unverified | 0 |
| Automated Segmentation of Ischemic Stroke Lesions in Non-Contrast Computed Tomography Images for Enhanced Treatment and Prognosis | Nov 14, 2024 | Ischemic Stroke Lesion SegmentationLesion Segmentation | —Unverified | 0 |
| Evidential time-to-event prediction with calibrated uncertainty quantification | Nov 12, 2024 | Decision MakingPrediction | —Unverified | 0 |
| Humans and Large Language Models in Clinical Decision Support: A Study with Medical Calculators | Nov 8, 2024 | Decision MakingMultiple-choice | —Unverified | 0 |
| Do Histopathological Foundation Models Eliminate Batch Effects? A Comparative Study | Nov 8, 2024 | Prognosis | —Unverified | 0 |