slideflow

Deep learning library for digital pathology, with both Tensorflow and PyTorch support. (by jamesdolezal)
Add to my DEV experience Python Machine Learning Deep Learning pathology histology computational-pathology whole-slide-imaging histopathology
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slideflow.dev
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    Fast and scalable search of whole-slide images via self-supervised deep learning - Nature Biomedical Engineering (by mahmoodlab)

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  • stylegan2-slideflow

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better slideflow alternative or higher similarity.
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slideflow reviews and mentions

Posts with mentions or reviews of slideflow. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-04-12.
  • [R] [P] Slideflow 2.0: End-to-end digital pathology toolkit with RPi-compatible deployment
    2 projects | /r/MachineLearning | 12 Apr 2023
    Easy-to-use API with clear documentation
  • Suggestions for a socially valuable project that would welcome an unpaid contributor [D]
    1 project | /r/MachineLearning | 21 Nov 2022
    I run an open source, medical AI project for digital pathology called Slideflow at the University of Chicago. We’re working on developing reliable biomarkers for patients with lung, breast, and thyroid cancer, and we can always use more help! Got lots of interesting active projects - uncertainty quantification, generative models, embedded systems deployment - send me a DM if it sounds interesting!
  • [R] [P] Slideflow: a deep learning framework for digital histology
    2 projects | /r/MachineLearning | 18 Apr 2022
    After years of development, we've released our open-source deep learning framework for digital histology, Slideflow (https://github.com/jamesdolezal/slideflow). It has flexible and highly optimized whole-slide image processing, support for a wide variety of existing and custom architectures (with continuous, categorical, or time-series outcomes), real-time digital stain normalization, a number of explainability tools, and integrated uncertainty quantification. It's compatible with both Tensorflow and PyTorch, available on PyPI and DockerHub, and comes with good documentation (https://slideflow.dev/). We've tried out a number of alternative frameworks over the years, and I think the easy of use, flexibility, and performance optimizations set it apart from other repos you'll find on GitHub.
  • A note from our sponsor - InfluxDB
    www.influxdata.com | 22 May 2024
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Stats

Basic slideflow repo stats
4
222
9.6
2 days ago

jamesdolezal/slideflow is an open source project licensed under GNU General Public License v3.0 only which is an OSI approved license.

The primary programming language of slideflow is Python.

Popular Comparisons

  1. slideflow VS SISH
  2. slideflow VS pathml
  3. slideflow VS transformers
  4. slideflow VS Pytorch
  5. slideflow VS keras
  6. slideflow VS stylegan2-slideflow
  7. slideflow VS Ray

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