AI in Histopathology Explorer
Summary
Analysis
Overview
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Reproducibility
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Foundation Models
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Intelligent explorer
Design assistant
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Feature ranking
( Results are based on research recorded up to the year 2023. )
Network type*
DenseNet
EfficientNet
Ensemble
Inception
ResNet
Sequential
Single
Transformer
VGG
Data collectionn technique
Not specified
Cytology
H&E
IHC
Microscopy
Machine learning tasks
Not specified
All
Binary classification
Multi-class classification
Object detection
Segmentation
Weakly supervised
Cancer type
Not specified
Breast
Gastrointestinal
Lung
Pancancer
Task type
Not specified
All
Detection
Diagnosis and subtyping
Prognosis
Risk prediction
Segmentation and detection
Treatment design
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