| A Long-term Dependent and Trustworthy Approach to Reactor Accident Prognosis based on Temporal Fusion Transformer | Oct 28, 2022 | Prognosisquantile regression | —Unverified | 0 |
| Full-scale Deeply Supervised Attention Network for Segmenting COVID-19 Lesions | Oct 27, 2022 | DecoderPrognosis | —Unverified | 0 |
| Clinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting from Multimodal Data | Oct 25, 2022 | Decision MakingDisease Trajectory Forecasting | CodeCode Available | 1 |
| A Missing Hallmark of Cancer: Dysregulation of Differentiation | Oct 24, 2022 | Prognosis | —Unverified | 0 |
| Adversarial Transformer for Repairing Human Airway Segmentation | Oct 21, 2022 | PrognosisSegmentation | —Unverified | 0 |
| Integrative Pan-Cancer Analysis of RNMT: a Potential Prognostic and Immunological Biomarker | Oct 18, 2022 | PrognosisSurvival Analysis | —Unverified | 0 |
| EOCSA: Predicting Prognosis of Epithelial Ovarian Cancer with Whole Slide Histopathological Images | Oct 11, 2022 | PrognosisSurvival Analysis | CodeCode Available | 0 |
| Unsupervised Domain Adaptive Fundus Image Segmentation with Few Labeled Source Data | Oct 10, 2022 | Domain AdaptationImage Segmentation | —Unverified | 0 |
| Continuous Diagnosis and Prognosis by Controlling the Update Process of Deep Neural Networks | Oct 6, 2022 | Mortality PredictionPrognosis | CodeCode Available | 0 |
| ThoraX-PriorNet: A Novel Attention-Based Architecture Using Anatomical Prior Probability Maps for Thoracic Disease Classification | Oct 6, 2022 | AnatomyClassification | —Unverified | 0 |
| Fault Prognosis in Particle Accelerator Power Electronics Using Ensemble Learning | Sep 30, 2022 | Ensemble LearningFault Detection | —Unverified | 0 |
| Mutual Information Assisted Ensemble Recommender System for Identifying Critical Risk Factors in Healthcare Prognosis | Sep 28, 2022 | feature selectionPrognosis | —Unverified | 0 |
| Li-ion battery degradation modes diagnosis via Convolutional Neural Networks | Sep 24, 2022 | Battery diagnosisObject Recognition | CodeCode Available | 1 |
| Whole-Body Lesion Segmentation in 18F-FDG PET/CT | Sep 16, 2022 | Image SegmentationLesion Segmentation | CodeCode Available | 0 |
| Improving Mitosis Detection Via UNet-based Adversarial Domain Homogenizer | Sep 15, 2022 | Mitosis DetectionPrognosis | CodeCode Available | 0 |
| Clinicopathological correlation of p40/TTF1 co-expression in NSCLC and review of related literature | Sep 14, 2022 | PrognosisSpecificity | —Unverified | 0 |
| TMSS: An End-to-End Transformer-based Multimodal Network for Segmentation and Survival Prediction | Sep 12, 2022 | Multimodal Deep LearningPrognosis | CodeCode Available | 1 |
| Multi-Scale Attention-based Multiple Instance Learning for Classification of Multi-Gigapixel Histology Images | Sep 7, 2022 | Deep LearningMultiple Instance Learning | CodeCode Available | 1 |
| Impact analysis of recovery cases due to COVID19 using LSTM deep learning model | Sep 6, 2022 | PrognosisTime Series | —Unverified | 0 |
| Fuzzy Attention Neural Network to Tackle Discontinuity in Airway Segmentation | Sep 5, 2022 | Deep AttentionPrognosis | —Unverified | 0 |
| Artificial intelligence-based locoregional markers of brain peritumoral microenvironment | Aug 29, 2022 | Decision MakingDescriptive | —Unverified | 0 |
| Nuclei & Glands Instance Segmentation in Histology Images: A Narrative Review | Aug 26, 2022 | Instance SegmentationPrognosis | —Unverified | 0 |
| Achieving Fairness in Dermatological Disease Diagnosis through Automatic Weight Adjusting Federated Learning and Personalization | Aug 23, 2022 | FairnessFederated Learning | —Unverified | 0 |
| On an Application of Generative Adversarial Networks on Remaining Lifetime Estimation | Aug 18, 2022 | PrognosisStructural Health Monitoring | —Unverified | 0 |
| Towards Label-efficient Automatic Diagnosis and Analysis: A Comprehensive Survey of Advanced Deep Learning-based Weakly-supervised, Semi-supervised and Self-supervised Techniques in Histopathological Image Analysis | Aug 18, 2022 | PrognosisRepresentation Learning | —Unverified | 0 |
| TBI-GAN: An Adversarial Learning Approach for Data Synthesis on Traumatic Brain Segmentation | Aug 12, 2022 | Brain SegmentationData Augmentation | —Unverified | 0 |
| Efficient Out-of-Distribution Detection of Melanoma with Wavelet-based Normalizing Flows | Aug 9, 2022 | Density EstimationOut-of-Distribution Detection | CodeCode Available | 0 |
| Deep Learning-Based Objective and Reproducible Osteosarcoma Chemotherapy Response Assessment and Outcome Prediction | Aug 9, 2022 | ManagementPrognosis | CodeCode Available | 0 |
| Automatic lesion analysis for increased efficiency in outcome prediction of traumatic brain injury | Aug 8, 2022 | Computed Tomography (CT)Lesion Segmentation | —Unverified | 0 |
| Breast Cancer Classification Based on Histopathological Images Using a Deep Learning Capsule Network | Aug 1, 2022 | Cancer ClassificationPrognosis | —Unverified | 0 |
| ANOVA-based Automatic Attribute Selection and a Predictive Model for Heart Disease Prognosis | Jul 30, 2022 | AttributePrognosis | —Unverified | 0 |
| Going Off-Grid: Continuous Implicit Neural Representations for 3D Vascular Modeling | Jul 29, 2022 | Prognosis | —Unverified | 0 |
| A Comparative Study for Time-to-Event Analysis and Survival Prediction for Heart Failure Condition using Machine Learning Techniques | Jul 25, 2022 | PrognosisSurvival Analysis | CodeCode Available | 1 |
| Inference of Regulatory Networks Through Temporally Sparse Data | Jul 21, 2022 | Bayesian OptimizationPrognosis | —Unverified | 0 |
| Cancer Subtyping by Improved Transcriptomic Features Using Vector Quantized Variational Autoencoder | Jul 20, 2022 | ClusteringPrognosis | —Unverified | 0 |
| Building Trust: Lessons from the Technion-Rambam Machine Learning in Healthcare Datathon Event | Jul 16, 2022 | BIG-bench Machine LearningPrognosis | —Unverified | 0 |
| Brain MRI study for glioma segmentation using convolutional neural networks and original post-processing techniques with low computational demand | Jul 15, 2022 | Brain Tumor SegmentationMedical Image Analysis | —Unverified | 0 |
| Human Treelike Tubular Structure Segmentation: A Comprehensive Review and Future Perspectives | Jul 12, 2022 | Computed Tomography (CT)Prognosis | —Unverified | 0 |
| Unsupervised Cross-Domain Feature Extraction for Single Blood Cell Image Classification | Jul 1, 2022 | image-classificationImage Classification | CodeCode Available | 0 |
| MaNi: Maximizing Mutual Information for Nuclei Cross-Domain Unsupervised Segmentation | Jun 29, 2022 | Domain AdaptationPrognosis | CodeCode Available | 1 |
| Reinforcement Learning in Medical Image Analysis: Concepts, Applications, Challenges, and Future Directions | Jun 28, 2022 | ArticlesMedical Image Analysis | —Unverified | 0 |
| Kernel Attention Transformer (KAT) for Histopathology Whole Slide Image Classification | Jun 27, 2022 | Classificationimage-classification | CodeCode Available | 1 |
| TIAger: Tumor-Infiltrating Lymphocyte Scoring in Breast Cancer for the TiGER Challenge | Jun 23, 2022 | Prognosis | CodeCode Available | 1 |
| Longitudinal Prognosis of Parkinsons Outcomes using Causal Connectivity | Jun 21, 2022 | DiagnosticPrognosis | —Unverified | 0 |
| Faster Diffusion Cardiac MRI with Deep Learning-based breath hold reduction | Jun 21, 2022 | Ensemble LearningPrognosis | —Unverified | 0 |
| Effect of Stress Ulcers Prophylaxis, Sedative and Statin on Ventilator-Associated Pneumonia: A Retrospective Analysis Based on MIMIC Database | Jun 20, 2022 | Prognosisregression | —Unverified | 0 |
| Quantitative CT texture-based method to predict diagnosis and prognosis of fibrosing interstitial lung disease patterns | Jun 20, 2022 | DiagnosticManagement | —Unverified | 0 |
| FedER: Federated Learning through Experience Replay and Privacy-Preserving Data Synthesis | Jun 20, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| A Combined PCA-MLP Network for Early Breast Cancer Detection | Jun 18, 2022 | BIG-bench Machine LearningBreast Cancer Detection | —Unverified | 0 |
| Rank the triplets: A ranking-based multiple instance learning framework for detecting HPV infection in head and neck cancers using routine H&E images | Jun 16, 2022 | Multiple Instance LearningPrognosis | —Unverified | 0 |