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Prognosis

Predict the remaining useful life

Papers

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Showing 1–50 of 900 papers

TitleStatusHype
A deep learning framework for efficient pathology image analysisCode4
Multimodal Whole Slide Foundation Model for PathologyCode4
Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal MaskingCode2
Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational PathologyCode2
Unleashing the Power of Multi-Task Learning: A Comprehensive Survey Spanning Traditional, Deep, and Pretrained Foundation Model ErasCode2
DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal InconsistencyCode2
WSI-VQA: Interpreting Whole Slide Images by Generative Visual Question AnsweringCode2
Revisiting End-to-End Learning with Slide-level Supervision in Computational PathologyCode2
Path-RAG: Knowledge-Guided Key Region Retrieval for Open-ended Pathology Visual Question AnsweringCode2
Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational PathologyCode2
A Multimodal Vision Foundation Model for Clinical DermatologyCode2
GCS-ICHNet: Assessment of Intracerebral Hemorrhage Prognosis using Self-Attention with Domain Knowledge IntegrationCode1
Hierarchical Bayesian Regression for Multi-Site Normative Modeling of Neuroimaging DataCode1
Harnessing the power of longitudinal medical imaging for eye disease prognosis using Transformer-based sequence modelingCode1
Extending nn-UNet for brain tumor segmentationCode1
Exploring Transfer Learning in Medical Image Segmentation using Vision-Language ModelsCode1
Fibro-CoSANet: Pulmonary Fibrosis Prognosis Prediction using a Convolutional Self Attention NetworkCode1
Hierarchical Graph Representations in Digital PathologyCode1
Deep Biological Pathway Informed Pathology-Genomic Multimodal Survival PredictionCode1
Disease Progression Timeline Estimation for Alzheimer's Disease using Discriminative Event Based ModelingCode1
CSAW-M: An Ordinal Classification Dataset for Benchmarking Mammographic Masking of CancerCode1
Deep Recurrent Model for Individualized Prediction of Alzheimer's Disease ProgressionCode1
Efficient Decompositional Rule Extraction for Deep Neural NetworksCode1
Exploring Kinetic Curves Features for the Classification of Benign and Malignant Breast Lesions in DCE-MRICode1
COVID-19 Prognosis via Self-Supervised Representation Learning and Multi-Image PredictionCode1
Fast and Scalable Image Search For HistologyCode1
Cutting-edge 3D Medical Image Segmentation Methods in 2020: Are Happy Families All Alike?Code1
Fleet Prognosis with Physics-informed Recurrent Neural NetworksCode1
A Comparative Study for Time-to-Event Analysis and Survival Prediction for Heart Failure Condition using Machine Learning TechniquesCode1
Generating crossmodal gene expression from cancer histopathology improves multimodal AI predictionsCode1
DLBCL-Morph: Morphological features computed using deep learning for an annotated digital DLBCL image setCode1
Clinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting from Multimodal DataCode1
AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel LearningCode1
Automatic segmentation with detection of local segmentation failures in cardiac MRICode1
Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal Brain Functional Connectome EmbeddingCode1
ConSlide: Asynchronous Hierarchical Interaction Transformer with Breakup-Reorganize Rehearsal for Continual Whole Slide Image AnalysisCode1
AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide ImagesCode1
A Radiogenomics Pipeline for Lung Nodules Segmentation and Prediction of EGFR Mutation Status from CT ScansCode1
Context-Aware Refinement Network Incorporating Structural Connectivity Prior for Brain Midline DelineationCode1
AeroPath: An airway segmentation benchmark dataset with challenging pathologyCode1
COVIDx-US -- An open-access benchmark dataset of ultrasound imaging data for AI-driven COVID-19 analyticsCode1
Cross-modality Attention-based Multimodal Fusion for Non-small Cell Lung Cancer (NSCLC) Patient Survival PredictionCode1
A Generalized Deep Learning Framework for Whole-Slide Image Segmentation and AnalysisCode1
An Explainable Deep Framework: Towards Task-Specific Fusion for Multi-to-One MRI SynthesisCode1
AdaMSS: Adaptive Multi-Modality Segmentation-to-Survival Learning for Survival Outcome Prediction from PET/CT ImagesCode1
CLIMAT: Clinically-Inspired Multi-Agent Transformers for Knee Osteoarthritis Trajectory ForecastingCode1
DRIM: Learning Disentangled Representations from Incomplete Multimodal Healthcare DataCode1
Dynamic Gradient Sparsification Training for Few-Shot Fine-tuning of CT Lymph Node Segmentation Foundation ModelCode1
Ensemble CNN Networks for GBM Tumors Segmentation using Multi-parametric MRICode1
A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES ChallengeCode1
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