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Prognosis

Predict the remaining useful life

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TitleStatusHype
A deep learning framework for efficient pathology image analysisCode4
Multimodal Whole Slide Foundation Model for PathologyCode4
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
A Multimodal Vision Foundation Model for Clinical DermatologyCode2
Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal MaskingCode2
Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational PathologyCode2
WSI-VQA: Interpreting Whole Slide Images by Generative Visual Question AnsweringCode2
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
Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational PathologyCode2
MiCo: Multiple Instance Learning with Context-Aware Clustering for Whole Slide Image AnalysisCode1
Towards Accurate and Interpretable Neuroblastoma Diagnosis via Contrastive Multi-scale Pathological Image AnalysisCode1
Predicting Survivability of Cancer Patients with Metastatic Patterns Using Explainable AICode1
Dynamic Gradient Sparsification Training for Few-Shot Fine-tuning of CT Lymph Node Segmentation Foundation ModelCode1
HistoSmith: Single-Stage Histology Image-Label Generation via Conditional Latent Diffusion for Enhanced Cell Segmentation and ClassificationCode1
Joint Modelling Histology and Molecular Markers for Cancer ClassificationCode1
Generating crossmodal gene expression from cancer histopathology improves multimodal AI predictionsCode1
Tackling Small Sample Survival Analysis via Transfer Learning: A Study of Colorectal Cancer PrognosisCode1
A Survey of Medical Vision-and-Language Applications and Their TechniquesCode1
DRIM: Learning Disentangled Representations from Incomplete Multimodal Healthcare DataCode1
Multimodal Cross-Task Interaction for Survival Analysis in Whole Slide Pathological ImagesCode1
A Large-scale Multi Domain Leukemia Dataset for the White Blood Cells Detection with Morphological Attributes for ExplainabilityCode1
Harnessing the power of longitudinal medical imaging for eye disease prognosis using Transformer-based sequence modelingCode1
Exploring Kinetic Curves Features for the Classification of Benign and Malignant Breast Lesions in DCE-MRICode1
A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES ChallengeCode1
Histo-Genomic Knowledge Distillation For Cancer Prognosis From Histopathology Whole Slide ImagesCode1
PHMD: An easy data access tool for prognosis and health management datasetsCode1
Tumor Micro-environment Interactions Guided Graph Learning for Survival Analysis of Human Cancers from Whole-slide Pathological ImagesCode1
Hunting imaging biomarkers in pulmonary fibrosis: Benchmarks of the AIIB23 challengeCode1
SegRap2023: A Benchmark of Organs-at-Risk and Gross Tumor Volume Segmentation for Radiotherapy Planning of Nasopharyngeal CarcinomaCode1
MEDPSeg: Hierarchical polymorphic multitask learning for the segmentation of ground-glass opacities, consolidation, and pulmonary structures on computed tomographyCode1
GCS-ICHNet: Assessment of Intracerebral Hemorrhage Prognosis using Self-Attention with Domain Knowledge IntegrationCode1
AeroPath: An airway segmentation benchmark dataset with challenging pathologyCode1
VisionFM: a Multi-Modal Multi-Task Vision Foundation Model for Generalist Ophthalmic Artificial IntelligenceCode1
PIE: Simulating Disease Progression via Progressive Image EditingCode1
HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image AnalysisCode1
ConSlide: Asynchronous Hierarchical Interaction Transformer with Breakup-Reorganize Rehearsal for Continual Whole Slide Image AnalysisCode1
Cross-modality Attention-based Multimodal Fusion for Non-small Cell Lung Cancer (NSCLC) Patient Survival PredictionCode1
Exploring Transfer Learning in Medical Image Segmentation using Vision-Language ModelsCode1
Weakly Supervised AI for Efficient Analysis of 3D Pathology SamplesCode1
Morphology-inspired Unsupervised Gland Segmentation via Selective Semantic GroupingCode1
Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal Brain Functional Connectome EmbeddingCode1
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
Markerless Motion Tracking with Noisy Video and IMU DataCode1
Raidionics: an open software for pre- and postoperative central nervous system tumor segmentation and standardized reportingCode1
Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival PredictionCode1
MEDIMP: 3D Medical Images with clinical Prompts from limited tabular data for renal transplantationCode1
SE(3) symmetry lets graph neural networks learn arterial velocity estimation from small datasetsCode1
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