| Unsupervised Domain Adaptive Fundus Image Segmentation with Few Labeled Source Data | Oct 10, 2022 | Domain AdaptationImage Segmentation | —Unverified | 0 |
| ThoraX-PriorNet: A Novel Attention-Based Architecture Using Anatomical Prior Probability Maps for Thoracic Disease Classification | Oct 6, 2022 | AnatomyClassification | —Unverified | 0 |
| Continuous Diagnosis and Prognosis by Controlling the Update Process of Deep Neural Networks | Oct 6, 2022 | Mortality PredictionPrognosis | CodeCode Available | 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 |
| 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 |
| 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 |
| Deep Learning-Based Objective and Reproducible Osteosarcoma Chemotherapy Response Assessment and Outcome Prediction | Aug 9, 2022 | ManagementPrognosis | CodeCode Available | 0 |
| Efficient Out-of-Distribution Detection of Melanoma with Wavelet-based Normalizing Flows | Aug 9, 2022 | Density EstimationOut-of-Distribution Detection | 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 |
| 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 |
| Reinforcement Learning in Medical Image Analysis: Concepts, Applications, Challenges, and Future Directions | Jun 28, 2022 | ArticlesMedical Image Analysis | —Unverified | 0 |
| Faster Diffusion Cardiac MRI with Deep Learning-based breath hold reduction | Jun 21, 2022 | Ensemble LearningPrognosis | —Unverified | 0 |
| Longitudinal Prognosis of Parkinsons Outcomes using Causal Connectivity | Jun 21, 2022 | DiagnosticPrognosis | —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 |
| 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 |
| 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 |
| Physics-Infused Fuzzy Generative Adversarial Network for Robust Failure Prognosis | Jun 15, 2022 | Decision MakingGenerative Adversarial Network | —Unverified | 0 |
| A Novel Implementation of Machine Learning for the Efficient, Explainable Diagnosis of COVID-19 from Chest CT | Jun 15, 2022 | PrognosisTransfer Learning | —Unverified | 0 |
| Fully Automated Assessment of Cardiac Coverage in Cine Cardiovascular Magnetic Resonance Images using an Explainable Deep Visual Salient Region Detection Model | Jun 14, 2022 | Prognosis | —Unverified | 0 |
| MMMNA-Net for Overall Survival Time Prediction of Brain Tumor Patients | Jun 13, 2022 | Prognosis | CodeCode Available | 0 |
| Towards better Interpretable and Generalizable AD detection using Collective Artificial Intelligence | Jun 7, 2022 | Prognosis | —Unverified | 0 |
| Additive MIL: Intrinsically Interpretable Multiple Instance Learning for Pathology | Jun 3, 2022 | Decision MakingMultiple Instance Learning | —Unverified | 0 |
| A review of machine learning approaches, challenges and prospects for computational tumor pathology | May 31, 2022 | BIG-bench Machine LearningData Integration | —Unverified | 0 |
| Generative Aging of Brain Images with Diffeomorphic Registration | May 31, 2022 | Prognosis | CodeCode Available | 0 |
| Flexible Group Fairness Metrics for Survival Analysis | May 26, 2022 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| Transformer based Generative Adversarial Network for Liver Segmentation | May 21, 2022 | Generative Adversarial NetworkImage Segmentation | CodeCode Available | 0 |
| Diagnosis and Prognosis of COVID-19 Disease Using Routine Blood Values and LogNNet Neural Network | May 20, 2022 | feature selectionPrognosis | —Unverified | 0 |
| Generation of Artificial CT Images using Patch-based Conditional Generative Adversarial Networks | May 19, 2022 | Computed Tomography (CT)Data Augmentation | CodeCode Available | 0 |
| Effect of Random Histogram Equalization on Breast Calcification Analysis Using Deep Learning | May 3, 2022 | Data AugmentationManagement | —Unverified | 0 |
| Noise-reducing attention cross fusion learning transformer for histological image classification of osteosarcoma | Apr 29, 2022 | image-classificationImage Classification | —Unverified | 0 |