| Weakly Supervised AI for Efficient Analysis of 3D Pathology Samples | Jul 27, 2023 | MambaMultiple Instance Learning | CodeCode Available | 1 |
| Morphology-inspired Unsupervised Gland Segmentation via Selective Semantic Grouping | Jul 22, 2023 | PrognosisSegmentation | CodeCode Available | 1 |
| A New Deep State-Space Analysis Framework for Patient Latent State Estimation and Classification from EHR Time Series Data | Jul 21, 2023 | PrognosisState Estimation | —Unverified | 0 |
| Heterogeneous graphs model spatial relationships between biological entities for breast cancer diagnosis | Jul 16, 2023 | Prognosis | —Unverified | 0 |
| Full-resolution Lung Nodule Segmentation from Chest X-ray Images using Residual Encoder-Decoder Networks | Jul 13, 2023 | DecoderLung Cancer Diagnosis | —Unverified | 0 |
| PatchSorter: A High Throughput Deep Learning Digital Pathology Tool for Object Labeling | Jul 13, 2023 | Prognosis | —Unverified | 0 |
| UGCANet: A Unified Global Context-Aware Transformer-based Network with Feature Alignment for Endoscopic Image Analysis | Jul 12, 2023 | DiagnosticMedical Image Segmentation | —Unverified | 0 |
| Multimodal Deep Learning for Personalized Renal Cell Carcinoma Prognosis: Integrating CT Imaging and Clinical Data | Jul 7, 2023 | Multimodal Deep LearningPrognosis | CodeCode Available | 0 |
| Exploring The Contribution of Innate Immune Cells to Breast Cancer Immunotherapy | Jul 6, 2023 | Prognosis | —Unverified | 0 |
| Robust Hedging GANs | Jul 5, 2023 | Prognosis | —Unverified | 0 |
| PrognosEase: A data generator for health deterioration prognosis | Jul 5, 2023 | Prognosis | CodeCode Available | 0 |
| Synchronous Image-Label Diffusion Probability Model with Application to Stroke Lesion Segmentation on Non-contrast CT | Jul 4, 2023 | Image SegmentationLesion Segmentation | —Unverified | 0 |
| Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal Brain Functional Connectome Embedding | Jul 3, 2023 | Prognosis | CodeCode Available | 1 |
| An Explainable Deep Framework: Towards Task-Specific Fusion for Multi-to-One MRI Synthesis | Jul 3, 2023 | BraTS2021Prognosis | CodeCode Available | 1 |
| An end-to-end framework for gene expression classification by integrating a background knowledge graph: application to cancer prognosis prediction | Jun 29, 2023 | Prognosis | —Unverified | 0 |
| SimPLe: Similarity-Aware Propagation Learning for Weakly-Supervised Breast Cancer Segmentation in DCE-MRI | Jun 29, 2023 | PrognosisSegmentation | CodeCode Available | 0 |
| Deep Learning for Cancer Prognosis Prediction Using Portrait Photos by StyleGAN Embedding | Jun 26, 2023 | AttributeManagement | —Unverified | 0 |
| Experts' cognition-driven ensemble deep learning for external validation of predicting pathological complete response to neoadjuvant chemotherapy from histological images in breast cancer | Jun 19, 2023 | Prognosis | —Unverified | 0 |
| Contrastive Learning for Predicting Cancer Prognosis Using Gene Expression Values | Jun 9, 2023 | Contrastive Learningimage-classification | CodeCode Available | 0 |
| Structurally Different Neural Network Blocks for the Segmentation of Atrial and Aortic Perivascular Adipose Tissue in Multi-centre CT Angiography Scans | Jun 6, 2023 | DiagnosticImage Segmentation | —Unverified | 0 |
| Identifying Subgroups of ICU Patients Using End-to-End Multivariate Time-Series Clustering Algorithm Based on Real-World Vital Signs Data | Jun 3, 2023 | ClusteringICU Mortality | —Unverified | 0 |
| Introduction to Medical Imaging Informatics | Jun 1, 2023 | Feature EngineeringManagement | —Unverified | 0 |
| Assessing Language Disorders using Artificial Intelligence: a Paradigm Shift | May 31, 2023 | Prognosis | —Unverified | 0 |
| Diagnosis and Prognosis of Head and Neck Cancer Patients using Artificial Intelligence | May 31, 2023 | PrognosisSegmentation | —Unverified | 0 |
| Understanding Breast Cancer Survival: Using Causality and Language Models on Multi-omics Data | May 28, 2023 | Causal DiscoveryPrognosis | —Unverified | 0 |
| Deep Representation Learning of Tissue Metabolome and Computed Tomography Images Annotates Non-invasive Classification and Prognosis Prediction of NSCLC | May 24, 2023 | Computed Tomography (CT)Management | —Unverified | 0 |
| Mathematical modelling of cancer invasion: Phenotypic transitioning provides insight into multifocal foci formation | May 22, 2023 | Prognosis | —Unverified | 0 |
| AdaMSS: Adaptive Multi-Modality Segmentation-to-Survival Learning for Survival Outcome Prediction from PET/CT Images | May 17, 2023 | Multi-Task LearningPrediction | CodeCode Available | 1 |
| Segmentation of Aortic Vessel Tree in CT Scans with Deep Fully Convolutional Networks | May 16, 2023 | Computed Tomography (CT)Medical Image Analysis | —Unverified | 0 |
| Markerless Motion Tracking with Noisy Video and IMU Data | May 12, 2023 | Prognosis | CodeCode Available | 1 |
| Predictive change point detection for heterogeneous data | May 11, 2023 | Change Point DetectionPrognosis | —Unverified | 0 |
| Raidionics: an open software for pre- and postoperative central nervous system tumor segmentation and standardized reporting | Apr 28, 2023 | PrognosisSegmentation | CodeCode Available | 1 |
| On the use of Deep Generative Models for Perfect Prognosis Climate Downscaling | Apr 27, 2023 | Prognosis | CodeCode Available | 0 |
| Benchmarking ChatGPT-4 on ACR Radiation Oncology In-Training (TXIT) Exam and Red Journal Gray Zone Cases: Potentials and Challenges for AI-Assisted Medical Education and Decision Making in Radiation Oncology | Apr 24, 2023 | BenchmarkingDecision Making | CodeCode Available | 0 |
| Detection and Classification of Glioblastoma Brain Tumor | Apr 18, 2023 | ClassificationComputational Efficiency | —Unverified | 0 |
| Towards Tumour Graph Learning for Survival Prediction in Head & Neck Cancer Patients | Apr 17, 2023 | Decision MakingGraph Learning | —Unverified | 0 |
| Masked Pre-Training of Transformers for Histology Image Analysis | Apr 14, 2023 | Multiple Instance LearningPrognosis | CodeCode Available | 0 |
| A Method for Improving the Detection Accura-cy of MSIsensor Based on Downsampling | Apr 14, 2023 | Prognosis | —Unverified | 0 |
| Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction | Apr 13, 2023 | PrognosisSurvival Prediction | CodeCode Available | 1 |
| Deep Learning in Breast Cancer Imaging: A Decade of Progress and Future Directions | Apr 13, 2023 | Deep LearningPrognosis | —Unverified | 0 |
| Topology-Guided Multi-Class Cell Context Generation for Digital Pathology | Apr 5, 2023 | Data AugmentationPrognosis | —Unverified | 0 |
| Artificial Intelligence in Ovarian Cancer Histopathology: A Systematic Review | Mar 31, 2023 | DiagnosticPrognosis | CodeCode Available | 0 |
| A New Deep Learning and XAI-Based Algorithm for Features Selection in Genomics | Mar 29, 2023 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Privacy-preserving machine learning for healthcare: open challenges and future perspectives | Mar 27, 2023 | Privacy PreservingPrognosis | —Unverified | 0 |
| Shapley-based Explainable AI for Clustering Applications in Fault Diagnosis and Prognosis | Mar 25, 2023 | ClusteringExplainable artificial intelligence | CodeCode Available | 0 |
| Fault Prognosis of Turbofan Engines: Eventual Failure Prediction and Remaining Useful Life Estimation | Mar 23, 2023 | ManagementPrognosis | —Unverified | 0 |
| A dynamic risk score for early prediction of cardiogenic shock using machine learning | Mar 22, 2023 | Prognosis | —Unverified | 0 |
| MEDIMP: 3D Medical Images with clinical Prompts from limited tabular data for renal transplantation | Mar 22, 2023 | Contrastive LearningPrognosis | CodeCode Available | 1 |
| Integration of Radiomics and Tumor Biomarkers in Interpretable Machine Learning Models | Mar 20, 2023 | Diagnosticfeature selection | —Unverified | 0 |
| HGIB: Prognosis for Alzheimer's Disease via Hypergraph Information Bottleneck | Mar 18, 2023 | Prognosis | —Unverified | 0 |