Ecosyste.ms: Packages

An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.

pypi.org "medical" keyword

pyigtl 0.3.1
Python interface for OpenIGTLink
4 versions - Latest release: over 1 year ago - 1 dependent repositories - 579 downloads last month - 23 stars on GitHub - 1 maintainer
wsipretoolkit 0.0.2
WSIPreToolkit is a python package that provides tools for enhancing medical images.
1 version - Latest release: 12 months ago - 13 downloads last month - 1 stars on GitHub - 6 maintainers
labelbox-utils 0.0.3
Utils for working with Labelbox
2 versions - Latest release: over 4 years ago - 1 dependent repositories - 27 downloads last month - 4 maintainers
dicomsorter 0.1.0a6
Python library for sorting DICOM images
6 versions - Latest release: about 1 year ago - 1 dependent repositories - 82 downloads last month - 3 stars on GitHub - 2 maintainers
spydcmtk 1.1.6
Simple python dicom toolkit.
9 versions - Latest release: about 1 month ago - 1 dependent repositories - 79 downloads last month - 0 stars on GitHub - 1 maintainer
Top 6.9% on pypi.org
dicom-anonymizer 1.0.12 💰
Program to anonymize dicom files with default and custom rules
12 versions - Latest release: about 1 month ago - 1 dependent package - 3 dependent repositories - 4.39 thousand downloads last month - 83 stars on GitHub - 6 maintainers
imagedata 3.5.4
Read/write medical image data
112 versions - Latest release: 9 days ago - 3 dependent packages - 2 dependent repositories - 1.63 thousand downloads last month - 9 stars on GitHub - 1 maintainer
scikit-surgeryoverlay 0.1.3
scikit-surgeryoverlay
4 versions - Latest release: over 5 years ago - 1 dependent repositories - 26 downloads last month - 4 maintainers
edsnlp 0.11.2
Modular, fast NLP framework, compatible with Pytorch and spaCy, offering tailored support for Fre...
33 versions - Latest release: 24 days ago - 1 dependent package - 1 dependent repositories - 4.82 thousand downloads last month - 96 stars on GitHub - 3 maintainers
slicerio 0.1.8
Utilities for 3D Slicer
9 versions - Latest release: over 1 year ago - 1 dependent repositories - 1.25 thousand downloads last month - 26 stars on GitHub - 1 maintainer
Top 2.0% on pypi.org
torchio 0.19.6
Tools for medical image processing with PyTorch
248 versions - Latest release: 2 months ago - 18 dependent packages - 79 dependent repositories - 41 thousand downloads last month - 1,888 stars on GitHub - 1 maintainer
bmdanalyse 0.2.0
Tool to analyse regional changes in a time series of 2D medical images.
4 versions - Latest release: almost 8 years ago - 56 downloads last month - 12 stars on GitHub - 2 maintainers
Top 5.2% on pypi.org
pylinac 3.22.0
A toolkit for performing TG-142 QA-related tasks on a linear accelerator
116 versions - Latest release: 18 days ago - 1 dependent package - 9 dependent repositories - 2.16 thousand downloads last month - 139 stars on GitHub - 2 maintainers
scikit-surgery-evaluation 0.0.4
A python library for performing surgical skills evaluation
4 versions - Latest release: about 2 years ago - 1 dependent repositories - 39 downloads last month - 0 stars on GitHub - 4 maintainers
bipl 0.5.6
Openslide/libtiff/GDAL ndarray-like interface and lazy parallel tile-based processing
28 versions - Latest release: 23 days ago - 148 downloads last month - 3 stars on GitHub - 2 maintainers
Top 5.3% on pypi.org
deid 0.3.23 💰
best effort deidentify dicom with python and pydicom
74 versions - Latest release: 8 months ago - 3 dependent packages - 4 dependent repositories - 1.74 thousand downloads last month - 131 stars on GitHub - 1 maintainer
scikit-surgerysurfacematch 0.4.5
Tools for reconstructing and matching surfaces represented as point clouds.
15 versions - Latest release: over 3 years ago - 1 dependent repositories - 74 downloads last month - 2 stars on GitHub - 4 maintainers
torchhaarfeatures 0.0.2
Haar-like features using PyTorch
1 version - Latest release: about 2 years ago - 1 dependent repositories - 38 downloads last month - 2 stars on GitHub - 2 maintainers
odoo8-addon-medical 8.0.1.1.0.99.dev14 💰
Odoo Medical
5 versions - Latest release: over 6 years ago - 1 dependent repositories - 28 downloads last month - 256 stars on GitHub - 2 maintainers
odoo10-addon-medical-insurance 10.0.1.0.0.99.dev11 💰
Medical Insurance
9 versions - Latest release: about 5 years ago - 1 dependent repositories - 42 downloads last month - 256 stars on GitHub - 2 maintainers
odoo8-addon-medical-prescription 8.0.1.1.0.99.dev4 💰
This module introduce the prescription/prescription line into the medical addons.
3 versions - Latest release: over 6 years ago - 1 dependent repositories - 13 downloads last month - 256 stars on GitHub - 2 maintainers
odoo8-addon-medical-insurance-us 8.0.1.1.0.99.dev7 💰
Medical Insurance - US
3 versions - Latest release: almost 7 years ago - 1 dependent repositories - 14 downloads last month - 256 stars on GitHub - 2 maintainers
odoo8-addon-medical-patient-ethnicity 8.0.1.1.0.99.dev2 💰
Medical Patient Ethnicity
2 versions - Latest release: about 7 years ago - 1 dependent repositories - 14 downloads last month - 256 stars on GitHub - 2 maintainers
odoo8-addon-medical-insurance 8.0.1.1.0.99.dev6 💰
Medical Insurance
4 versions - Latest release: over 6 years ago - 1 dependent repositories - 23 downloads last month - 256 stars on GitHub - 2 maintainers
odoo9-addon-medical-lab 9.0.1.0.0.99.dev4 💰
Medical Lab
5 versions - Latest release: over 6 years ago - 1 dependent repositories - 26 downloads last month - 256 stars on GitHub - 2 maintainers
odoo10-addon-medical-procedure 10.0.1.0.0.99.dev5 💰
Adds notion of medical procedure used elsewhere in medical
6 versions - Latest release: about 5 years ago - 1 dependent repositories - 34 downloads last month - 256 stars on GitHub - 1 maintainer
odoo10-addon-medical-practitioner-us 10.0.1.0.0.99.dev3 💰
Adds several US IDs to medical practitioners
4 versions - Latest release: about 5 years ago - 1 dependent repositories - 23 downloads last month - 256 stars on GitHub - 2 maintainers
odoo8-addon-medical-medication 8.0.1.0.0.99.dev6 💰
Introduce medication notion into the medical addons
3 versions - Latest release: over 6 years ago - 1 dependent repositories - 12 downloads last month - 256 stars on GitHub - 1 maintainer
odoo8-addon-medical-patient-occupation 8.0.1.1.0.99.dev3 💰
Medical Patient Occupation
2 versions - Latest release: about 7 years ago - 1 dependent repositories - 12 downloads last month - 256 stars on GitHub - 2 maintainers
odoo8-addon-medical-prescription-thread 8.0.1.0.0.99.dev2 💰
Medical Prescription Threaded
2 versions - Latest release: about 7 years ago - 1 dependent repositories - 11 downloads last month - 256 stars on GitHub - 2 maintainers
odoo8-addon-medical-family 8.0.1.1.0.99.dev4 💰
Medical Family
3 versions - Latest release: over 6 years ago - 1 dependent repositories - 16 downloads last month - 256 stars on GitHub - 2 maintainers
odoo10-addon-medical-center 10.0.1.0.0.99.dev10 💰
Adds a concept of Medical Centers to Patients.
9 versions - Latest release: about 6 years ago - 1 dependent repositories - 45 downloads last month - 256 stars on GitHub - 2 maintainers
odoo8-addon-medical-pharmacy-us 8.0.1.1.0.99.dev4 💰
Medical Pharmacy - US Locale
3 versions - Latest release: almost 7 years ago - 1 dependent repositories - 13 downloads last month - 256 stars on GitHub - 1 maintainer
odoo8-addon-medical-medicament 8.0.1.0.0.99.dev10 💰
Introduce Medicament notion into the medical product
3 versions - Latest release: over 6 years ago - 1 dependent repositories - 14 downloads last month - 253 stars on GitHub - 2 maintainers
odoo8-addon-medical-his 8.0.1.1.0.99.dev4 💰
Medical Hospital
3 versions - Latest release: over 6 years ago - 1 dependent repositories - 15 downloads last month - 256 stars on GitHub - 2 maintainers
odoo8-addon-medical-disease 8.0.1.1.0.99.dev5 💰
Introduce disease notion into the medical category
4 versions - Latest release: over 6 years ago - 1 dependent repositories - 19 downloads last month - 254 stars on GitHub - 1 maintainer
odoo8-addon-medical-pharmacy 8.0.1.1.0.99.dev4 💰
Medical Pharmacy
3 versions - Latest release: over 6 years ago - 1 dependent repositories - 12 downloads last month - 254 stars on GitHub - 2 maintainers
odoo8-addon-medical-medicament-attributes 8.0.1.0.0.99.dev7 💰
Medical Medicament Physical Attributes
2 versions - Latest release: about 7 years ago - 1 dependent repositories - 9 downloads last month - 255 stars on GitHub - 2 maintainers
odoo10-addon-medical-pathology-import 10.0.1.0.0.99.dev5 💰
Provides an interface for medical pathology data imports
6 versions - Latest release: about 5 years ago - 1 dependent repositories - 39 downloads last month - 254 stars on GitHub - 2 maintainers
odoo9-addon-medical-prescription-state 9.0.1.0.0.99.dev4 💰
Medical Prescription Order States
5 versions - Latest release: over 6 years ago - 1 dependent repositories - 30 downloads last month - 254 stars on GitHub - 2 maintainers
odoo10-addon-medical-pathology 10.0.1.0.0.99.dev7 💰
Extends Odoo Medical with pathologies (diseases).
8 versions - Latest release: about 5 years ago - 1 dependent repositories - 50 downloads last month - 254 stars on GitHub - 2 maintainers
odoo8-addon-medical-medication-us 8.0.1.0.0.99.dev3 💰
Medical Medication - US Locale
3 versions - Latest release: almost 7 years ago - 1 dependent repositories - 13 downloads last month - 254 stars on GitHub - 1 maintainer
odoo10-addon-medical-pathology-icd10 10.0.1.0.0.99.dev2 💰
Supports the import of ICD-10-CM pathology data
3 versions - Latest release: about 5 years ago - 1 dependent repositories - 19 downloads last month - 252 stars on GitHub - 1 maintainer
odoo10-addon-medical-base-us 10.0.1.0.0.99.dev5 💰
Provides some helper mixins for US locale
6 versions - Latest release: about 5 years ago - 1 dependent repositories - 32 downloads last month - 254 stars on GitHub - 2 maintainers
odoo8-addon-medical-prescription-state 8.0.1.1.0.99.dev4 💰
Medical Prescription Order States
2 versions - Latest release: about 7 years ago - 1 dependent repositories - 11 downloads last month - 253 stars on GitHub - 2 maintainers
named_redirect 0.5.2
DNS jail for IIAB/bind9 if there is no internet
6 versions - Latest release: almost 6 years ago - 21 downloads last month - 879 stars on GitHub - 2 maintainers
scikit-surgerydavinci 0.3.2
Augmented Reality for Davinci Surgical Robot
3 versions - Latest release: over 3 years ago - 1 dependent repositories - 18 downloads last month - 4 maintainers
Top 4.4% on pypi.org
medmnist 3.0.1
MedMNIST: 18 MNIST-like Datasets for 2D and 3D Biomedical Image Classification
10 versions - Latest release: 3 months ago - 18 dependent repositories - 8.74 thousand downloads last month - 956 stars on GitHub - 1 maintainer
imaging-research 0.1.1
Medical Imaginging Research structuring and automation
17 versions - Latest release: 3 days ago - 216 downloads last month - 0 stars on GitHub - 2 maintainers
csg-dicoms-anonymizer 1.4.2
Robust and easy to use generic dicoms anonymizer with demographics csv spreadsheet anonymization ...
2 versions - Latest release: about 6 years ago - 13 downloads last month - 2 stars on GitHub - 2 maintainers
frd-score 0.0.1
Package for calculating Fréchet Radiomics Distance (FRD)
1 version - Latest release: 3 days ago - 79 downloads last month - 0 stars on GitHub - 2 maintainers
python-daily-med 0.1.0b76
Interact with US NLM Daily Med API using Python.
17 versions - Latest release: about 7 years ago - 1 dependent repositories - 72 downloads last month - 12 stars on GitHub - 2 maintainers
medical-data 0.2.0 💰
Helpful data utilities for deep learning in medical image analysis/medical image computing
2 versions - Latest release: 12 months ago - 24 downloads last month - 1 stars on GitHub - 2 maintainers
Top 0.5% on pypi.org
pydicom 2.4.4 💰
A pure Python package for reading and writing DICOM data
38 versions - Latest release: 5 months ago - 259 dependent packages - 1,519 dependent repositories - 633 thousand downloads last month - 1,764 stars on GitHub - 3 maintainers
ukritlib 0.3.13 💰
Testing Python Package From Ukrit Fongsomboon
14 versions - Latest release: about 3 years ago - 1 dependent repositories - 84 downloads last month - 1,814 stars on GitHub - 2 maintainers
ndjsontosvg 0.0.2
ndjsonTosvg to convert Google Quickdraw data set ndjson format to svg images
2 versions - Latest release: over 2 years ago - 1 dependent repositories - 6 downloads last month - 0 stars on GitHub - 2 maintainers
Top 3.5% on pypi.org
torchxrayvision 1.2.2 💰
TorchXRayVision: A library of chest X-ray datasets and models
42 versions - Latest release: 2 months ago - 1 dependent package - 31 dependent repositories - 14.3 thousand downloads last month - 775 stars on GitHub - 2 maintainers
svs-dataset-downloader 0.0.3
Testing installation of Package
3 versions - Latest release: 12 months ago - 5 downloads last month - 1 stars on GitHub - 6 maintainers
pydicom-ext 0.6.1
Additional functions for dicom data manipulation
6 versions - Latest release: over 5 years ago - 2 dependent repositories - 120 downloads last month - 1 stars on GitHub - 2 maintainers
Top 1.1% on pypi.org
vispy 0.14.2
Interactive visualization in Python
38 versions - Latest release: about 2 months ago - 53 dependent packages - 287 dependent repositories - 92.2 thousand downloads last month - 3,206 stars on GitHub - 3 maintainers
imagedata-format-ps 0.0.2
Imagedata format plugin for reading PostScript files
2 versions - Latest release: over 2 years ago - 1 dependent repositories - 19 downloads last month - 0 stars on GitHub - 2 maintainers
medimgproc 2.7.4
Medical Image Processing module for viewing and editing.
123 versions - Latest release: over 2 years ago - 1 dependent repositories - 383 downloads last month - 2 stars on GitHub - 4 maintainers
dcm-processor 1.1.3
A Command line tool for the dicom processor library
41 versions - Latest release: 2 days ago - 1 dependent repositories - 278 downloads last month - 2 maintainers
medical-shape 0.1.2 💰
A torchio extension for shape processing
8 versions - Latest release: almost 2 years ago - 1 dependent repositories - 55 downloads last month - 3 stars on GitHub - 2 maintainers
rtdicomtools 1.0.1
My collection of Tools that extend the capabilities of current, widespread radiotherapy DICOM man...
2 versions - Latest release: about 1 year ago - 15 downloads last month - 2 stars on GitHub - 2 maintainers
rdm 0.11.1
Regulatory Documentation Manager
22 versions - Latest release: about 2 years ago - 637 downloads last month - 106 stars on GitHub - 1 maintainer
pyezzi 0.5.2
Thickness calculation on binary 3D images
15 versions - Latest release: almost 2 years ago - 1 dependent repositories - 134 downloads last month - 2 maintainers
pylinac-qatrackplus 2.5.1
A toolkit for performing TG-142 QA-related tasks on a linear accelerator
30 versions - Latest release: almost 3 years ago - 1 dependent repositories - 153 downloads last month - 0 stars on GitHub - 2 maintainers
pyqaserver 2.0.1
A Bottle-based web interface between Pylinac and Orthanc.
2 versions - Latest release: over 3 years ago - 1 dependent repositories - 29 downloads last month - 31 stars on GitHub - 2 maintainers
yunguanfu-mil3id2019 0.0.1
Implements Yunguan Fu's MIL3ID paper presented at MICCAI 2019
1 version - Latest release: over 4 years ago - 1 dependent repositories - 7 downloads last month - 4 maintainers
med-imagetools 1.2.0
Transparent and reproducible image processing pipelines in Python.
24 versions - Latest release: 3 months ago - 1 dependent repositories - 319 downloads last month - 24 stars on GitHub - 3 maintainers
mchp-flasher-essentials 0.0.6
Collection of packages required for HB20 Flasher
6 versions - Latest release: about 2 years ago - 1 dependent repositories - 47 downloads last month - 2 maintainers
Top 1.4% on pypi.org
dipy 1.9.0
Diffusion MRI Imaging in Python
27 versions - Latest release: about 2 months ago - 38 dependent packages - 204 dependent repositories - 30.4 thousand downloads last month - 651 stars on GitHub - 4 maintainers
ctpa-cirs063 0.1.1.1
Phantom analysis toolkit to fully automatically analyse several CT phantoms
4 versions - Latest release: over 2 years ago - 44 downloads last month - 2 maintainers
medical-shape-building 0.0.4
This is a super duper package
3 versions - Latest release: about 2 years ago - 1 dependent repositories - 20 downloads last month - 2 maintainers
carepoint 0.1.7
This library will allow you to interact with CarePoint using Python.
9 versions - Latest release: over 7 years ago - 92 downloads last month - 2 stars on GitHub - 2 maintainers
heartfem 3.6.3
Optimization of patient specific heart model with myocardium FEM and cardiovascular network Windk...
31 versions - Latest release: over 2 years ago - 1 dependent repositories - 225 downloads last month - 6 stars on GitHub - 2 maintainers
prostate-nomograms 0.0.9
Prediction tools based on existing prostate cancer nomograms.
9 versions - Latest release: 11 months ago - 66 downloads last month - 1 stars on GitHub - 2 maintainers
scikit-surgerytf 0.2.1
scikit-surgerytf is a Python package for Tensor Flow examples and utilities
3 versions - Latest release: about 2 years ago - 1 dependent repositories - 69 downloads last month - 1 stars on GitHub - 4 maintainers
hart-amsaf 0.0.4
The HART Lab Automated MRI Segmentation and Analysis Framework
4 versions - Latest release: over 6 years ago - 1 dependent repositories - 39 downloads last month - 0 stars on GitHub - 1 maintainer
medigan 1.0.0
medigan is a modular open-source Python library that provides an interface to multiple generative...
3 versions - Latest release: over 1 year ago - 1 dependent repositories - 76 downloads last month - 106 stars on GitHub - 2 maintainers
tbccpylinac 3.1.1
A modified version of Pylinac made specifically for TBCC. Pylinac is a toolkit for performing TG-...
11 versions - Latest release: over 3 years ago - 1 dependent repositories - 55 downloads last month - 1 stars on GitHub - 2 maintainers
pysin 1.6.1
PySin is a toolbox for text retrieval in unstructured documents datasets. It contains both a mult...
16 versions - Latest release: almost 4 years ago - 137 downloads last month - 2 maintainers
mymi 0.0.1
Medical imaging code
1 version - Latest release: over 3 years ago - 1 dependent repositories - 11 downloads last month - 0 stars on GitHub - 1 maintainer
medical-dl-utils 0.1.6 💰
Helpful utilities for deep learning in medical image analysis/medical image computing
9 versions - Latest release: almost 2 years ago - 1 dependent repositories - 55 downloads last month - 1 stars on GitHub - 2 maintainers
mritopng 2.0
Easily convert MRI filed based on the DICOM format to a PNG image
4 versions - Latest release: 8 months ago - 4 dependent repositories - 37 downloads last month - 134 stars on GitHub - 2 maintainers
scikit-surgeryutils 2.0.0
scikit-surgeryutils - Tests/demos utilities, based around opencv-contrib-python-headless and PySide6
23 versions - Latest release: 11 months ago - 1 dependent package - 5 dependent repositories - 247 downloads last month - 3 stars on GitHub - 4 maintainers
delia 1.2.7
DICOM Extraction for Large-scale Image Analysis (DELIA).
33 versions - Latest release: 4 months ago - 1 dependent package - 264 downloads last month - 12 stars on GitHub - 2 maintainers
Top 9.1% on pypi.org
slideio 2.5.0
Reading of medical images
33 versions - Latest release: about 2 months ago - 6 dependent repositories - 4.88 thousand downloads last month - 40 stars on GitHub - 1 maintainer
paperetl 2.2.1
ETL processes for medical and scientific papers
10 versions - Latest release: 8 months ago - 1 dependent repositories - 146 downloads last month - 301 stars on GitHub - 2 maintainers
vidi3d 1.3.3
Visualizes 3d/4d NumPy arrays using Matplotlib and PyQt5.
12 versions - Latest release: 6 months ago - 2 dependent repositories - 87 downloads last month - 1 stars on GitHub - 2 maintainers
scikit-surgeryarucotracker 1.0.3
scikit-surgeryarucotracker is a simple tracking interface using ARuCo markers
22 versions - Latest release: about 1 year ago - 2 dependent packages - 7 dependent repositories - 195 downloads last month - 0 stars on GitHub - 2 maintainers
Top 9.5% on pypi.org
scikit-surgeryvtk 2.1.1
scikit-surgeryvtk implements VTK for Image Guided Surgery applications
60 versions - Latest release: 2 months ago - 2 dependent packages - 7 dependent repositories - 590 downloads last month - 18 stars on GitHub - 4 maintainers
scikit-surgeryspeech 0.3.2
Interface to speech services for image-guided surgery.
12 versions - Latest release: about 2 years ago - 1 dependent repositories - 58 downloads last month - 0 stars on GitHub - 4 maintainers
Top 4.0% on pypi.org
visvis 1.14.0
An object oriented approach to visualization of 1D to 4D data.
24 versions - Latest release: over 1 year ago - 4 dependent packages - 62 dependent repositories - 1.89 thousand downloads last month - 226 stars on GitHub - 2 maintainers
Top 5.2% on pypi.org
pydicom-seg 0.4.1
Python package for DICOM-SEG medical segmentation file reading and writing
8 versions - Latest release: about 1 year ago - 10 dependent packages - 7 dependent repositories - 3.58 thousand downloads last month - 62 stars on GitHub - 2 maintainers
bronchipy 0.2.0
Supporting tools for processing the output of the AirFlow pipeline.
11 versions - Latest release: 9 months ago - 90 downloads last month - 2 maintainers
pump3000 1.0 💰
Pump3000: A Graphical User Interface for controlling Cavro XP3000 pumps
1 version - Latest release: 9 months ago - 1 dependent repositories - 8 stars on GitHub - 2 maintainers
python-rebase 0.3.3
Python implementation of the ReBase API
12 versions - Latest release: 2 months ago - 53 downloads last month - 1 stars on GitHub - 2 maintainers
Top 9.3% on pypi.org
scikit-surgerynditracker 1.0.1
Interface for Northern Digital (NDI) Trackers with data to NumPy arrays
30 versions - Latest release: 2 months ago - 1 dependent package - 4 dependent repositories - 552 downloads last month - 38 stars on GitHub - 2 maintainers
Related Keywords
python 76 imaging 57 hacktoberfest 29 emr 29 dicom 27 odoo 27 image 16 pytorch 15 scikit-surgery 15 medical-imaging 14 deep-learning 14 machine-learning 12 nlp 10 ucl 10 segmentation 9 AI 9 deep learning 9 healthcare 8 processing 7 3d 7 machine learning 7 images 7 pydicom 7 mri 6 2d 6 physics 6 CT 6 dataset 5 opencv-python 5 simpleitk 5 analysis 5 surgery 5 numpy 4 MRI 4 aruco 4 image-processing 4 DICOM 4 opencv 4 medical-image-analysis 4 ai 4 itk 4 research 4 ct 4 simulation 4 registration 4 linac 3 health 3 assurance 3 quality 3 cancer 3 orthanc 3 ner 3 biomedical 3 magnetic-resonance-imaging 3 library 3 education 3 image-classification 3 medical-image-processing 3 ultrasound 3 medical-images 3 vtk-applications 3 mhd 3 fhir 3 database 2 API 2 tooling 2 nifti 2 pytorch-lightning 2 calibration 2 dicom-seg 2 vtk 2 PET 2 phantom 2 Varian 2 synthetic 2 artificial-intelligence 2 radiology 2 natural-language-processing 2 dicom-images 2 parse 2 data-science 2 machinelearning 2 covid-19 2 fuzzy 2 tensorflow 2 scientific 2 papers 2 reconstruction 2 Elekta 2 dynalog 2 vmat 2 trajectory 2 cbct 2 starshot 2 log 2 kv 2 TG142 2 AAPM 2 MV 2 python3 2