pathological-images

There are 0 repository under pathological-images topic.

• icbcbicc / FocusLiteNN

  Official PyTorch and MATLAB implementations of our MICCAI 2020 paper "FocusLiteNN: High Efficiency Focus Quality Assessment for Digital Pathology"

  image-processingdigital-pathologydeep-learningdeep-neural-networksconvolutional-neural-networkmedical-image-processingimage-quality-assessmentnetwork-distillationpathological-imagespytorch
  Language:Python 38

• gatsby2016 / Fast-WSI-Prediction

  Unofficial implementation for ScanNet (a fast WSI prediction method) in PyTorch.

  pytorchwhole-slide-imageclassification-taskpathological-imagesdeep-learningmedical-image-computing
  Language:Python 22

• gatsby2016 / Pathological-Multi-Task-on-Prior

  The official implementation of Prior-aware CNN with Multi-Task Learning for Colon Images Analysis (Oral Presentation, ISBI2020)

  multi-task-learningpathological-imagescnnmedical-image-analysisisbi2020pytorch
  Language:Python 5

• etetteh / OoD_Gen-Chest_Xray

  Multi-Domain Balanced Sampling Improves Out-of-Distribution Generalization of Chest X-ray Pathology Prediction Models

  chest-xray-imageschestx-ray8medical-image-analysismedical-imagingmimic-cxrneurips-2021nih-chest-x-raypadchest-datasetpathological-imagesquantization-aware-trainingtorchxrayvisionbalanced-samplingcomputer-visionmultilabel-classificationout-of-distribution-generalization
  Language:Python 2

• gatsby2016 / DLforWSI

  An effective deep learning classification framework for whole slide images.

  whole-slide-imagetumor-detectiondeep-learningpathological-images
  Language:Python 2

• genhayes / Pathological_Image_Analysis

  Image analysis pipelines for double stained urothelial carcinoma samples featuring the watershed-based algorithm and template matching techniques.

  pathological-imageswatershed-algorithmtemplate-matchingbladder-cancerimage-segmentationimage-processing
  Language:Python 1

• cpctools / CMTD_classification

  Original implementation of the code of the paper "Canine Mammary Tumor Histopathological Image Classification via Computer-Aided Pathology: An Available Dataset for Imaging Analysis".

  computer-visionmachine-learningpathological-imagesveterinary
  Language:Python 0

• gatsby2016 / PhiHER2

  [ISMB 2024] Official PyTorch Code for "PhiHER2: Phenotype-informed weakly supervised model for HER2 status prediction from WSIs"

  cross-attentiondeep-learningmulti-instance-learningpathological-imagesprototype-patternsemi-supervised-learning
  Language:Jupyter Notebook