Numpy Gamma Index

Deprecation notice

npgamma is deprecated. A known bug in this version of npgamma is that the evaluation and reference grid definitions are flipped. This has flow on effects to parameters such as the lower_dose_threshold and simply swapping evaluation and reference grids may not achieve the desired results.

npgamma is superceded by pymedphys.gamma.

To install pymedphys see https://pymedphys.com/en/latest/getting-started/installation.html

On usage of the gamma function within pymedphys see https://pymedphys.com/en/latest/user/gamma.html

Important note

Before deciding to use this package please read the following paper:

Evaluating IMRT and VMAT dose accuracy: Practical examples of failure to detect systematic errors when applying a commonly used metric and action levels

Algorithim implementation derived inspiration from the following paper

Wendling, M. , Zijp, L. J., McDermott, L. N., Smit, E. J., Sonke, J. , Mijnheer, B. J. and van Herk, M. (2007), A fast algorithm for gamma evaluation in 3D. Med. Phys., 34: 1647-1654. doi:10.1118/1.2721657

Installation

Install with:

pip install npgamma

Usage examples

Using numpy and scipy to find the gamma index. This gamma index is often used in Medical Physics. Notebooks demonstrating the usage of this this module can be found at the following links:

Independent implementation

For an independent implementation which can be used to validate npgamma see:

https://github.com/rickardcronholm/gammaValidation

License agreement

This program is free software: you can redistribute it and/or modify it under the terms of the GNU Affero General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version (the "AGPL-3.0+").

This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Affero General Public License and the additional terms for more details.

You should have received a copy of the GNU Affero General Public License along with this program. If not, see http://www.gnu.org/licenses/.

ADDITIONAL TERMS are also included as allowed by Section 7 of the GNU Affrero General Public License. These aditional terms are Sections 1, 5, 6, 7, 8, and 9 from the Apache License, Version 2.0 (the "Apache-2.0") where all references to the definition "License" are instead defined to mean the AGPL-3.0+.

You should have received a copy of the Apache-2.0 along with this program. If not, see http://www.apache.org/licenses/LICENSE-2.0.

fmorenob/npgamma