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Prognosis
Predict the remaining useful life
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Showing 1–25 of 900 papers
Title
Date
Tasks
Status
Hype
A deep learning framework for efficient pathology image analysis
Feb 18, 2025
Benchmarking
Deep Learning
Code
Code Available
4
Multimodal Whole Slide Foundation Model for Pathology
Nov 29, 2024
Cross-Modal Retrieval
model
Code
Code Available
4
Revisiting End-to-End Learning with Slide-level Supervision in Computational Pathology
Jun 3, 2025
Multiple Instance Learning
Prognosis
Code
Code Available
2
Path-RAG: Knowledge-Guided Key Region Retrieval for Open-ended Pathology Visual Question Answering
Nov 26, 2024
Prognosis
Question Answering
Code
Code Available
2
A Multimodal Vision Foundation Model for Clinical Dermatology
Oct 19, 2024
Diagnostic
Lesion Segmentation
Code
Code Available
2
Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking
Sep 28, 2024
Prognosis
Code
Code Available
2
Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology
Sep 14, 2024
Inductive Bias
Prognosis
Code
Code Available
2
WSI-VQA: Interpreting Whole Slide Images by Generative Visual Question Answering
Jul 8, 2024
Diagnostic
Generative Visual Question Answering
Code
Code Available
2
Unleashing the Power of Multi-Task Learning: A Comprehensive Survey Spanning Traditional, Deep, and Pretrained Foundation Model Eras
Apr 29, 2024
Multi-Task Learning
Prognosis
Code
Code Available
2
DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency
Mar 10, 2024
Prediction
Prognosis
Code
Code Available
2
Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology
Feb 27, 2024
Multiple Instance Learning
Prognosis
Code
Code Available
2
MiCo: Multiple Instance Learning with Context-Aware Clustering for Whole Slide Image Analysis
Jun 22, 2025
Clustering
Multiple Instance Learning
Code
Code Available
1
Towards Accurate and Interpretable Neuroblastoma Diagnosis via Contrastive Multi-scale Pathological Image Analysis
Apr 18, 2025
Contrastive Learning
Diagnostic
Code
Code Available
1
Predicting Survivability of Cancer Patients with Metastatic Patterns Using Explainable AI
Apr 7, 2025
Prognosis
Survival Analysis
Code
Code Available
1
Dynamic Gradient Sparsification Training for Few-Shot Fine-tuning of CT Lymph Node Segmentation Foundation Model
Mar 2, 2025
Prognosis
Segmentation
Code
Code Available
1
HistoSmith: Single-Stage Histology Image-Label Generation via Conditional Latent Diffusion for Enhanced Cell Segmentation and Classification
Feb 12, 2025
Cell Segmentation
Image Generation
Code
Code Available
1
Joint Modelling Histology and Molecular Markers for Cancer Classification
Feb 11, 2025
Cancer Classification
Prognosis
Code
Code Available
1
Generating crossmodal gene expression from cancer histopathology improves multimodal AI predictions
Feb 1, 2025
Prognosis
Code
Code Available
1
Tackling Small Sample Survival Analysis via Transfer Learning: A Study of Colorectal Cancer Prognosis
Jan 21, 2025
Prognosis
Survival Analysis
Code
Code Available
1
A Survey of Medical Vision-and-Language Applications and Their Techniques
Nov 19, 2024
Decision Making
Diagnostic
Code
Code Available
1
DRIM: Learning Disentangled Representations from Incomplete Multimodal Healthcare Data
Sep 25, 2024
Contrastive Learning
Prognosis
Code
Code Available
1
Multimodal Cross-Task Interaction for Survival Analysis in Whole Slide Pathological Images
Jun 25, 2024
Prognosis
Survival Analysis
Code
Code Available
1
A Large-scale Multi Domain Leukemia Dataset for the White Blood Cells Detection with Morphological Attributes for Explainability
May 17, 2024
Attribute
Domain Adaptation
Code
Code Available
1
Harnessing the power of longitudinal medical imaging for eye disease prognosis using Transformer-based sequence modeling
May 14, 2024
image-classification
Image Classification
Code
Code Available
1
Exploring Kinetic Curves Features for the Classification of Benign and Malignant Breast Lesions in DCE-MRI
Apr 22, 2024
Prognosis
Code
Code Available
1
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