Skip to main content

ai4clinic: Bridging AI and Clinical Practice in Cancer Research

Project description

ai4clinic is a Python package designed to enhance the practical use of drug response prediction (DRP) models in clinical settings. It addresses key challenges such as model generalization to new patient scenarios and aligning model evaluations with clinical needs.

Key Features:

  • Implement robust data splitting strategies
  • Measure performance metrics per drug and within sensitive ranges
  • Generate visualizations to illustrate model performance

This package is ideal for researchers in computational biology and medicine, aiming to translate AI advancements into clinical applications.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

ai4clinic-0.1.1.tar.gz (14.6 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

ai4clinic-0.1.1-py3-none-any.whl (19.3 kB view details)

Uploaded Python 3

File details

Details for the file ai4clinic-0.1.1.tar.gz.

File metadata

  • Download URL: ai4clinic-0.1.1.tar.gz
  • Upload date:
  • Size: 14.6 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.10.9

File hashes

Hashes for ai4clinic-0.1.1.tar.gz
Algorithm Hash digest
SHA256 9c97e7a84905636a4dcae4751df27ccb1e4a6b4ebbaad8cf2e6813fdeac09906
MD5 ea00ff684a1b3eff05e1ef3142e44f24
BLAKE2b-256 eb0308152ab10784a4030860144946167c17eb5380db2101eda8d5b051dfa08d

See more details on using hashes here.

File details

Details for the file ai4clinic-0.1.1-py3-none-any.whl.

File metadata

  • Download URL: ai4clinic-0.1.1-py3-none-any.whl
  • Upload date:
  • Size: 19.3 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.10.9

File hashes

Hashes for ai4clinic-0.1.1-py3-none-any.whl
Algorithm Hash digest
SHA256 1bd4be7d433c766a7ea26565cd8e49ff5ca108fef0aea47695a1592317818862
MD5 3d5fa30a1d70faf9210a138add36eee2
BLAKE2b-256 bd23f8986d516c69dc17e83b2ac2d79e842013dfdccad660a203d3d00f136a92

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page