Computational Imaging Science Lab @ UIUC

pic-recon

Code associated with the paper "Prior Image-Constrained Reconstruction using Style-Based Generative Models" accepted to ICML 2021.

MVG-CNN

Codes related to paper "Automated sleep stage classification of wide-field calcium imaging data via multiplex visibility graphs and deep learning"

hallucinations-tomo-recon

Codes related to the paper "On hallucinations in tomographic imaging"

null-space-projection-operators

usct-breast-phantom

Three dimensional acoustic breast phantoms for USCT studies

attention-based-bilstm-sleep-scoring

Codes related to the paper "Attention-Based CNN-BiLSTM for Sleep States Classification of Spatiotemporal Wide-Field Calcium Imaging Data"

CLS-Mask_R-CNN

Crown-like Structure Detection and Segmentation in 3D Light-sheet Microscopy Imaging with Mask R-CNN

optical-fluence-normalization_3d-functional-oat_breast

Codes related to the paper "Normalization of optical fluence distribution for three-dimensional functional optoacoustic tomography of the breast"

ambientflow

Learning invertible generative models from lossy measurements

dataverse-pyclient

A collection of python scripts to interact with large datasets on Dataverse

lanet-bus

soa-nbp

breast-phantom-oat

BreastPhantom: modified branch for OAT virtual imaging studies

mining-tomo-solutions-pulse

Codes related to the paper titled "Mining the manifolds of deep generative models for multiple data-consistent solutions of tomographic imaging problems" by Bhadra et al. (2022)

scms-dgm-evaluation

Code for post-hoc analyses for DGM evaluation based on stochastic context models (SCM). Accompanies the benchmark datasets publicly available on Harvard Dataverse.