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Geisinger Cancer Institute
- Danville, PA
- @jamesdolezal
Stars
Implementation of Analyzing and Improving the Image Quality of StyleGAN (StyleGAN 2) in PyTorch
Running Klipper on a Bambu Lab machine by replacing it's internal electronics with readily available open-source hardware.
Automated Temporal Tumor Immune Interaction Chamber Capture
List of pathology feature extractors and foundation models
Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement
Jupyter Notebook walkthroughs and tutorials for deep learning digital pathology library Slideflow
Comparative evaluation of image-to-image translation methods for stain transfer in histopathology
PyTorch code and models for the DINOv2 self-supervised learning method.
Pathology Language and Image Pre-Training (PLIP) is the first vision and language foundation model for Pathology AI (Nature Medicine). PLIP is a large-scale pre-trained model that can be used to ex…
Protocol Buffers - Google's data interchange format
Performance comparison between multi-center histopathology datasets of a weakly-supervised deep learning model for pancreatic ductal adenocarcinoma detection - Cancer Imaging
Powerful, open-source AI tools for digital pathology.
Matplotlib styles for scientific plotting
Bio-Formats image file format to raw format converter
Awesome GAN for Medical Imaging
cuCIM - RAPIDS GPU-accelerated image processing library
Interoperable web-based DICOM slide microscopy viewer and annotation tool
Synthetic histology using GANs, for deep learning model explainability and trainee education.
StarDist - Object Detection with Star-convex Shapes
A latent text-to-image diffusion model
☁️ Python package for interacting with Steam