shuhxi

shuhxi's Stars

• sschrod/BITES

  BITES: Balanced Individual Treatment Effect for Survival data

  Language:Python183

• coallaoh/Principles

  1925

• havakv/pycox

  Survival analysis with PyTorch

  Language:Python868195

• MIC-DKFZ/foundation-models-for-cbmir

  Language:Python161

• MIC-DKFZ/patchly

  A grid sampler for larger-than-memory N-dimensional images

  Language:Python232

• chl8856/survITE

  SurvITE: Learning Heterogeneous Treatment Effects from Time-to-Event Data

  Language:Python196

• MIC-DKFZ/napari-sam

  Language:Python22829

• CamDavidsonPilon/lifelines

  Survival analysis in Python

  Language:Python2.4k561

• MIC-DKFZ/image_classification

  :dart: Deep Learning Framework for Image Classification & Regression in Pytorch for Fast Experiments

  Language:Python472

• MIC-DKFZ/nnUNet

  Language:Python6.5k1.9k

• Haydnspass/Complex-Network-Analysis-Exercises

  Language:Jupyter Notebook22

• MIC-DKFZ/medicaldetectiontoolkit

  The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

  Language:Python1.3k294

• kaapana/kaapana

  Kaapana is an open source toolkit for state of the art platform provisioning in the field of medical data analysis. The applications comprise AI-based workflows and federated learning scenarios with a focus on radiological and radiotherapeutic imaging. The name Kaapana comes from the Hawaiian word kaʻāpana, meaning "distributor" or "part".

  Language:Python18248

• MIC-DKFZ/batchgenerators

  A framework for data augmentation for 2D and 3D image classification and segmentation

  Language:Jupyter Notebook1.1k224

• getkeops/keops

  KErnel OPerationS, on CPUs and GPUs, with autodiff and without memory overflows

  Language:Python1.1k67

• inferno-pytorch/firelight

  A visualization library for PyTorch tensors

  Language:Python191

• inferno-pytorch/speedrun

  Research code need not be ugly.

  Language:Python775