Search research articles

ABOUT JoVE

Overview Leadership Blog JoVE Help Center

AUTHORS

Publishing Process Editorial Board Scope & Policies Peer Review FAQ Submit

LIBRARIANS

Testimonials Subscriptions Access Resources Library Advisory Board FAQ

RESEARCH

JoVE Journal Methods Collections JoVE Encyclopedia of Experiments Archive

EDUCATION

JoVE Core JoVE Business JoVE Science Education JoVE Lab Manual Faculty Resource Center Faculty Site

Terms & Conditions of Use

Related Concept Videos

Radiation: Applications

Radiation: Applications

The average temperature of Earth is the subject of much current discussion. Earth is in radiative contact with both the Sun and dark space; it receives almost all its energy from the radiation of the Sun and reflects some of it into outer space. Dark space is very cold, about 3 K, so Earth radiates energy into it. For instance, heat transfer occurs from soil and grasses, the rate of which can be so rapid that frost can occur on clear summer evenings, even in warm latitudes.
The average...

Statistical Software for Data Analysis and Clinical Trials

Statistical Software for Data Analysis and Clinical Trials

Statistical software is pivotal in data analysis and clinical trials by providing tools to analyze data, draw conclusions, and make predictions. These software packages range from simple data management applications to complex analytical platforms, supporting various statistical tests, models, and simulation techniques. Their significance lies in their ability to handle vast amounts of data with precision and efficiency, enabling researchers to validate hypotheses, identify trends, and make...

Radiation Pressure: Problem Solving

Radiation Pressure: Problem Solving

The radiation pressure applied by an electromagnetic wave on a perfectly absorbing surface equals the energy density of the wave. The wave's momentum also gets transferred to the surface when an electromagnetic wave is entirely absorbed by it. The rate at which momentum is transmitted to an absorbing surface perpendicular to the propagation direction equals the force on the surface.
The average value of the rate of momentum transfer divided by the absorbing area represents the average force...

Radioactivity and Nuclear Equations

Radioactivity and Nuclear Equations

Nuclear chemistry is the study of reactions that involve changes in nuclear structure. The nucleus of an atom is composed of protons and, except for hydrogen, neutrons. The number of protons in the nucleus is called the atomic number (Z) of the element, and the sum of the number of protons and the number of neutrons is the mass number (A). Atoms with the same atomic number but different mass numbers are isotopes of the same element.
A nuclide of an element has a specific number of protons and...

Positron Emission Tomography

Positron Emission Tomography

Positron emission tomography (PET) is a medical imaging technique involving radiopharmaceuticals — substances that emit short-lived radiation. Although the first PET scanner was introduced in 1961, it took 15 more years before radiopharmaceuticals were combined with the technique and revolutionized its potential.
One of the main requirements of a PET scan is a positron-emitting radioisotope, which is produced in a cyclotron and then attached to a substance used by the part of the body...

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by

Same author

Outcome of Hearing Screening using Automated Auditory Brainstem Response (AABR) in Neonates Delivered through High Risk Pregnancies in Dhulikhel Hospital.

Kathmandu University medical journal (KUMJ)·2026

Same author

Reversing AV Block and Cardiogenic Shock in STEMI Care: A Case Report on Use of Fibrinolysis and Inotrope without PCI in Rural Nepal.

Kathmandu University medical journal (KUMJ)·2026

Same author

Quality of Life in Individuals with Tinnitus.

Kathmandu University medical journal (KUMJ)·2026

Same author

Diagnostic accuracy of computed tomography (CT)-based radiomics and artificial intelligence (AI) models in hepatocellular carcinoma: a systematic review and meta-analysis.

Clinical radiology·2025

Same author

The Surface-Topography Challenge: A Multi-Laboratory Benchmark Study to Advance the Characterization of Topography.

Tribology letters·2025

Same author

Incidence of Accidental Awareness with Recall during General Anaesthesia: A Prospective Observational Study in a Tertiary Care Hospital.

Kathmandu University medical journal (KUMJ)·2025

Same journal

Broad-Spectrum Antibiotics are Associated with worse Survival After Radical Treatment for Glioblastoma Multiforme: A Multicentre Study.

Clinical oncology (Royal College of Radiologists (Great Britain))·2026

Same journal

Exploring the Need for Plan Adaptation in Robustly Optimised Head and Neck Intensity Modulated Proton Therapy: A Dosimetric Perspective From Initial Institutional Experience.

Clinical oncology (Royal College of Radiologists (Great Britain))·2026

Same journal

Lifting the Lid on Best Practice in a Case of Oligometastatic Breast Cancer.

Clinical oncology (Royal College of Radiologists (Great Britain))·2026

Same journal

Standardisation of Imaging Surveillance for Patients With Metastatic Melanoma Stopping Immune Checkpoint Inhibitors.

Clinical oncology (Royal College of Radiologists (Great Britain))·2026

Same journal

Valuing Public Sector Data Assets: Methodological Perspectives From the Add-Aspirin Trial's Use of Healthcare Systems Data for Clinical Follow-Up.

Clinical oncology (Royal College of Radiologists (Great Britain))·2026

Same journal

Autologous Cell Therapy in Oncology: Current Landscape and Future Directions.

Clinical oncology (Royal College of Radiologists (Great Britain))·2026

See all related articles

Search research articles

Related Experiment Video

Updated: Sep 16, 2025

Author Spotlight: Improving Radiation Therapy Access with Radiation Planning Assistant

Author Spotlight: Improving Radiation Therapy Access with Radiation Planning Assistant

Published on: October 6, 2023

The Role of Python in Enhancing Radiotherapy Department Workflow Efficiency and Promoting Open-source Software

R S Chauhan¹, A Munshi², A Pradhan³

¹GLA University, Mathura, UP, India.

Clinical Oncology (Royal College of Radiologists (Great Britain))

|July 11, 2025

Summary

This summary is machine-generated.

Python significantly enhances radiotherapy workflows by automating processes and improving data accuracy. Its use promotes open-source software (OSS) in healthcare, driving efficiency and patient-centered care.

Keywords:

Automation in healthcare Python programming open-source software radiotherapy workflow treatment planning optimisation

More Related Videos

Radiation Planning Assistant - A Streamlined, Fully Automated Radiotherapy Treatment Planning System

Radiation Planning Assistant - A Streamlined, Fully Automated Radiotherapy Treatment Planning System

Published on: April 11, 2018

Proton Therapy Delivery and Its Clinical Application in Select Solid Tumor Malignancies

Proton Therapy Delivery and Its Clinical Application in Select Solid Tumor Malignancies

Published on: February 6, 2019

Related Experiment Videos

Last Updated: Sep 16, 2025

Author Spotlight: Improving Radiation Therapy Access with Radiation Planning Assistant

Author Spotlight: Improving Radiation Therapy Access with Radiation Planning Assistant

Published on: October 6, 2023

Radiation Planning Assistant - A Streamlined, Fully Automated Radiotherapy Treatment Planning System

Radiation Planning Assistant - A Streamlined, Fully Automated Radiotherapy Treatment Planning System

Published on: April 11, 2018

Proton Therapy Delivery and Its Clinical Application in Select Solid Tumor Malignancies

Proton Therapy Delivery and Its Clinical Application in Select Solid Tumor Malignancies

Published on: February 6, 2019

Area of Science:

Medical Physics
Health Informatics
Software Engineering

Background:

Radiotherapy departments face challenges in workflow efficiency and adopting new technologies.
Open-source software (OSS) offers potential for cost-effective and adaptable healthcare solutions.
Python's versatility makes it a candidate for improving clinical processes.

Purpose of the Study:

To explore Python's role in optimizing radiotherapy workflows.
To assess Python's contribution to the adoption of OSS in healthcare.
To identify challenges and solutions for Python integration in clinical settings.

Main Methods:

Comprehensive review of current research and applications of Python in radiotherapy.
Focus on automation, data accuracy, and treatment planning optimization.
Analysis of integration challenges and proposed solutions.

Main Results:

Python significantly improves radiotherapy workflow efficiency through automation and error reduction.
Personalized treatment planning is facilitated by Python-based tools.
Python supports adaptable, cost-effective OSS solutions in healthcare, despite standardization challenges.

Conclusions:

Python has a transformative impact on radiotherapy, enhancing efficiency and supporting OSS adoption.
Addressing data standardization and interoperability is key to fully leveraging Python's benefits.
Further integration of Python is crucial for high-quality, patient-centered radiotherapy care.