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Foundation Model for Cancer Imaging Biomarkers
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AIM-Harvard/foundation-cancer-image-biomarker
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Foundation Model for Cancer Imaging Biomarkers
AIM-Harvard/foundation-cancer-image-biomarker
Home
Getting Started
Getting Started
Installation
Cloud Quick Start
Quick Start
Replication Guide
Replication Guide
Data Download and Preprocessing
Pre-training the FM
Adapt the FM to downstream tasks
Baselines for downstream tasks
Extracting Features & Predictions
Reproduce Analysis
Tutorials
API Reference
API Reference
fmcib
fmcib
run
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transforms
random_resized_crop
multicrop
duplicate
med3d
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lars
ssl
ssl
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modules
simclr
nnclr
exneg_simclr
swav
losses
losses
neg_mining_info_nce_loss
ntxent_loss
ntxent_mined_loss
swav_loss
nnclr_loss
visualization
visualization
verify_io
preprocessing
preprocessing
seed_based_crop
utils
utils
idc_helper
download_utils
callbacks
callbacks
prediction_saver
utils
datasets
datasets
ssl_radiomics_dataset
utils
models
models
load_model
autoencoder
models_genesis
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