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Whole slide image understanding in pathology: what is the salient scale of analysis?
CNN
CPath
CV
Medical-AI
WSI
#43
opened Jan 13, 2025 by
standing-o
A visual-language foundation model for computational pathology
CPath
CV
Foundation-Model
In-Progress
LLM
Medical-AI
VLM
#42
opened Dec 12, 2024 by
standing-o
An introduction to vision-language modeling
Diffusion-Model
Foundation-Model
LLM
VLM
#39
opened Sep 3, 2024 by
standing-o
Understanding softmax confidence and uncertainty
CNN
Uncertainty
#38
opened Aug 19, 2024 by
standing-o
Interactive thyroid whole slide image diagnostic system using deep representation
CNN
CPath
CV
Medical-AI
Tree-Model
WSI
#35
opened Jul 2, 2024 by
standing-o
Deep learning for identifying metastatic breast cancer
CNN
CV
Medical-AI
WSI
#33
opened Jul 1, 2024 by
standing-o
Patch-based convolutional neural network for whole slide tissue image classification
CNN
CPath
CV
Medical-AI
MIL
WSI
#32
opened Jul 1, 2024 by
standing-o
Classifying and segmenting microscopy images with deep multiple instance learning
CNN
CV
Medical-AI
MIL
WSI
#31
opened Jul 1, 2024 by
standing-o
Clinical-grade computational pathology using weakly supervised deep learning on whole slide images
CNN
CPath
CV
Medical-AI
MIL
WSI
#29
opened Jun 27, 2024 by
standing-o
Pathologist-level interpretable whole-slide cancer diagnosis with deep learning
CNN
CPath
CV
Medical-AI
NLP
WSI
#27
opened Jun 27, 2024 by
standing-o
Deep learning based screening and ancillary testing for thyroid cytopathology
CNN
CPath
CV
Medical-AI
#26
opened Jun 27, 2024 by
standing-o
Large-scale answerer in questioner's mind for visual dialog question generation
AQM
Information-Retrieval
NLP
#22
opened Apr 9, 2024 by
standing-o
Why do tree-based models still outperform deep learning on typical tabular data?
Tabular
Tree-Model
#19
opened Sep 18, 2023 by
standing-o
Clustering with deep learning: Taxonomy and new methods
Clustering
Survey
#18
opened Mar 29, 2023 by
standing-o
Self-supervised visual feature learning with deep neural networks: A survey
SSL
Survey
#17
opened Mar 28, 2023 by
standing-o
Explainable machine learning in credit risk management
MST
XAI
Xgboost
#16
opened Jan 5, 2023 by
standing-o
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