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Name: Kalina Slavkova
Type: User
Twitter: kalina_slavkova
Kalina Slavkova's Projects
cdr_mri
This is the code corresponding to our publication introducing ConvDecoder with physics-based regularization (CD+r) for MRI
data_challenge_ophthalmology
A 40 hour data challenge that addresses two concepts with simulated patient data: segmentation of ophthalmic images and association analysis between diabetes and smoking status
dcis_radiomics
MRI-based radiomic features for predicting cases of ductal carcinoma in situ that upstage to invasive disease.
diffusion_inverse
Original code by Brett Levac
github-slideshow
A robot powered training repository :robot:
medsam
Segment Anything in Medical Images
opnested-combat-horngetal
This is the repository for OPNested, OPNested+GMM, and OPNested-ComBat from the manuscript entitled "Improved generalized ComBat methods for harmonization of radiomic features" by Horng et al., published at Nature Scientific Reports. These methods are updates to the algorithms previously published at generalized-combat.
radiomics_captk_pipeline
This is a MATLAB wrapper pipeline for executing CaPTk on medical images to extract radiomic features and process them.
sat2nu
Sat2Nu, a U-Net architecture, for synthesizing nonfat-suppressed breast MRIs from fat-suppressed inputs.
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