Related Experiment Video

Updated: Dec 21, 2025

Application of Deep Learning-Based Medical Image Segmentation via Orbital Computed Tomography
04:48

Application of Deep Learning-Based Medical Image Segmentation via Orbital Computed Tomography

Published on: November 30, 2022

3.2K

The role of machine and deep learning in modern medical physics

Issam El Naqa1, Shiva Das2

  • 1Department of Radiation Oncology, University of Michigan, Ann Arbor, MI, 48103, USA.

Medical Physics
|May 18, 2020
PubMed
Abstract

No abstract available in PubMed .

More Related Videos

Predicting Treatment Response to Image-Guided Therapies Using Machine Learning: An Example for Trans-Arterial Treatment of Hepatocellular Carcinoma
04:09

Predicting Treatment Response to Image-Guided Therapies Using Machine Learning: An Example for Trans-Arterial Treatment of Hepatocellular Carcinoma

Published on: October 10, 2018

8.6K

Related Experiment Videos

Last Updated: Dec 21, 2025

Application of Deep Learning-Based Medical Image Segmentation via Orbital Computed Tomography
04:48

Application of Deep Learning-Based Medical Image Segmentation via Orbital Computed Tomography

Published on: November 30, 2022

3.2K
Predicting Treatment Response to Image-Guided Therapies Using Machine Learning: An Example for Trans-Arterial Treatment of Hepatocellular Carcinoma
04:09

Predicting Treatment Response to Image-Guided Therapies Using Machine Learning: An Example for Trans-Arterial Treatment of Hepatocellular Carcinoma

Published on: October 10, 2018

8.6K

Related Concept Videos

Issues And Trends In Healthcare Delivery System01:29

Issues And Trends In Healthcare Delivery System

6.1K
The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
6.1K

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

PROACTIVE-AI: An Intelligent Dashboard for Assessing and Predicting of FDA-approved AI Software Performance in Real-World Clinical Scenarios.

Research square·2026

Artificial intelligence for optimization of immunotherapy: current applications and transformative potential.

Frontiers in immunology·2026

Imaging Biomarkers in Radiotherapy.

Cancers·2026

OncoPT: long-context transformer models for in hospital tumor phenotype extraction from pathology reports.

NPJ digital medicine·2026

Fiber-Tip Surface-Micromachined Optical Ultrasound Transducer (SMOUT) Probe for Acoustic Detection Induced by Ultrahigh Dose Rate (UHDR) Electron Beam.

IEEE sensors journal·2026

Prognostic impact of pelvic bone magnetic resonance imaging features in patients with cervical cancer undergoing definitive concurrent chemoradiotherapy.

International journal of gynecological cancer : official journal of the International Gynecological Cancer Society·2026

Size-specific weighted detectability index for computed tomography image characterization.

Medical physics·2026

Development and performance evaluation of an upright dedicated cone-beam breast CT system.

Medical physics·2026

Multi-angle fluoroscopic lung perfusion imaging using x-ray pulsatility index: A pilot study in healthy subjects.

Medical physics·2026

MRI-based radiomics model for predicting VEGFA expression and prognosis in lower-grade glioma.

Medical physics·2026

PlanningCopilot: An agentic framework integrating ESAPI modules for autonomous treatment planning in lung radiotherapy.

Medical physics·2026

Improving portability of knowledge-based planning using an LLM-driven plan refinement framework in lung radiotherapy.

Medical physics·2026

Distinct sensorimotor encoding in tuft dendrites and somata associated with action, correction, and learning.

eLife·2026

Meditation styles are highly discriminable from EEG at the subject level with limited generalization across the population: a machine-learning study.

Frontiers in artificial intelligence·2026

SA-FGPN: Stability-aware feature-gated progressive learning for pediatric brain tumor classification from high dimensional gene expression data.

Digital health·2026

Deep learning and generative AI for medical imaging and clinical decision support systems: a structured critical review.

Frontiers in digital health·2026

Federated Learning Pipeline for Whole-Slide Image Classification in Digital Neuropathology.

Methods in molecular biology (Clifton, N.J.)·2026

Entropy and Fractal Dimensions Application in MALDI-TOF MS Data to Train Classification Models.

Methods in molecular biology (Clifton, N.J.)·2026
See all related articles
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies
Jove
Visualize
Contact Us