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Prognosis

Predict the remaining useful life

Papers

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Showing 101–150 of 900 papers

TitleStatusHype
mage based prognosis in head and neck cancer using convolutional neural networks: a case study in reproducibility and optimizationCode0
Masked Pre-Training of Transformers for Histology Image AnalysisCode0
A Knowledge Distillation Ensemble Framework for Predicting Short and Long-term Hospitalisation Outcomes from Electronic Health Records DataCode0
Learning Disentangled Stain and Structural Representations for Semi-Supervised Histopathology SegmentationCode0
Low dimensional representation of multi-patient flow cytometry datasets using optimal transport for minimal residual disease detection in leukemiaCode0
MAVIDH Score: A COVID-19 Severity Scoring using Chest X-Ray Pathology FeaturesCode0
Information-theoretic Classification Accuracy: A Criterion that Guides Data-driven Combination of Ambiguous Outcome Labels in Multi-class ClassificationCode0
Knowledge-driven Subspace Fusion and Gradient Coordination for Multi-modal LearningCode0
AIforCOVID: predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre studyCode0
ICHPro: Intracerebral Hemorrhage Prognosis Classification Via Joint-attention Fusion-based 3d Cross-modal NetworkCode0
HuLP: Human-in-the-Loop for PrognosisCode0
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS ChallengeCode0
Large Language Models-Enabled Digital Twins for Precision Medicine in Rare Gynecological TumorsCode0
Maximising Histopathology Segmentation using Minimal Labels via Self-SupervisionCode0
Image Distillation for Safe Data Sharing in HistopathologyCode0
Improving Mitosis Detection Via UNet-based Adversarial Domain HomogenizerCode0
A Novel Generative Multi-Task Representation Learning Approach for Predicting Postoperative Complications in Cardiac Surgery PatientsCode0
A CNN-Transformer for Classification of Longitudinal 3D MRI Images -- A Case Study on Hepatocellular Carcinoma PredictionCode0
HACSurv: A Hierarchical Copula-Based Approach for Survival Analysis with Dependent Competing RisksCode0
Latent regularization for feature selection using kernel methods in tumor classificationCode0
Glioblastoma Multiforme Prognosis: MRI Missing Modality Generation, Segmentation and Radiogenomic Survival PredictionCode0
A Pragmatic Machine Learning Approach to Quantify Tumor Infiltrating Lymphocytes in Whole Slide ImagesCode0
Modeling Barrett's Esophagus Progression using Geometric Variational AutoencodersCode0
MAg: a simple learning-based patient-level aggregation method for detecting microsatellite instability from whole-slide imagesCode0
Guidelines for Augmentation Selection in Contrastive Learning for Time Series ClassificationCode0
Generation of Artificial CT Images using Patch-based Conditional Generative Adversarial NetworksCode0
Addressing detection of left bundle branch block by means of electrocardiogram’s signals using Machine Learning algorithmsCode0
Generative Aging of Brain Images with Diffeomorphic RegistrationCode0
H2ASeg: Hierarchical Adaptive Interaction and Weighting Network for Tumor Segmentation in PET/CT ImagesCode0
Flexible Group Fairness Metrics for Survival AnalysisCode0
Gene-MOE: A sparsely gated prognosis and classification framework exploiting pan-cancer genomic informationCode0
A hybrid machine learning/deep learning COVID-19 severity predictive model from CT images and clinical dataCode0
Exploring Self-Supervised Representation Learning For Low-Resource Medical Image AnalysisCode0
Exploring Uncertainty Measures in Deep Networks for Multiple Sclerosis Lesion Detection and SegmentationCode0
FALFormer: Feature-aware Landmarks self-attention for Whole-slide Image ClassificationCode0
Histopathologic Cancer DetectionCode0
Medical Artificial Intelligence for Early Detection of Lung Cancer: A SurveyCode0
Enforcing Morphological Information in Fully Convolutional Networks to Improve Cell Instance Segmentation in Fluorescence Microscopy ImagesCode0
EOCSA: Predicting Prognosis of Epithelial Ovarian Cancer with Whole Slide Histopathological ImagesCode0
Efficient dynamic modal load reconstruction using physics-informed Gaussian processes based on frequency-sparse Fourier basis functionsCode0
Efficient Deep Learning-based Forward Solvers for Brain Tumor Growth ModelsCode0
Efficient Out-of-Distribution Detection of Melanoma with Wavelet-based Normalizing FlowsCode0
Equivariant Imaging Biomarkers for Robust Unsupervised Segmentation of HistopathologyCode0
Dynamic Multimodal Information Bottleneck for Multimodality ClassificationCode0
D-UNet: a dimension-fusion U shape network for chronic stroke lesion segmentationCode0
Estimating Missing Data in Temporal Data Streams Using Multi-directional Recurrent Neural NetworksCode0
An Attention-Guided Deep Learning Approach for Classifying 39 Skin Lesion TypesCode0
Domain Knowledge Based Brain Tumor Segmentation and Overall Survival PredictionCode0
An Attention Based Pipeline for Identifying Pre-Cancer Lesions in Head and Neck Clinical ImagesCode0
DiffExplainer: Unveiling Black Box Models Via Counterfactual GenerationCode0
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