[CVPR 2023] Label-Free Liver Tumor Segmentation
Wave optical models and inverse algorithms for label-agnostic imaging of density & orientation.
3D virtual staining with 2D and 2.5D U-Nets
Implementation of EPTQ - an Enhanced Post-Training Quantization algorithm for DNN compression
R script to perform standard analysis steps for label-free proteomics data
CellLocator: Automated live-cell image analysis for Incucyte®. Streamlined cell segmentation, fluorescence quantification, and kinetic analysis. Open-source and freely available under the MIT License.
TACT: signed, label-free confidence weighting for self-consistency voting — with the thin-window boundary (2.5–7.5% of items) that explains why six other designs died
impedimetric Droplet Measurement
A Label-Free Hyper Neural Network for ECG Arrhythmia Detection via Emergent Cortical Resonance
Label-free quantitative phase imaging for live cells. Wave-optical reconstruction, a physics-guided neural refinement, and per-cell dry mass in picograms — with a working web app.
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