Related Experiment Video

Updated: Aug 7, 2025

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

8.3K

Harnessing the Power of Machine Learning Algorithms and Big Data Analytics: Enhancing NSQIP Risk Predictions

Haroon M Janjua1, Michael P Rogers, Emily A Grimsley

  • 1Tampa, FL.

Journal of the American College of Surgeons
|March 14, 2023
PubMed
Summary

No abstract available in PubMed .

More Related Videos

Machine Learning Algorithms for Early Detection of Bone Metastases in an Experimental Rat Model
07:15

Machine Learning Algorithms for Early Detection of Bone Metastases in an Experimental Rat Model

Published on: August 16, 2020

6.9K
Constructing and Visualizing Models using Mime-based Machine-learning Framework
06:19

Constructing and Visualizing Models using Mime-based Machine-learning Framework

Published on: July 22, 2025

63

Related Experiment Videos

Last Updated: Aug 7, 2025

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

8.3K
Machine Learning Algorithms for Early Detection of Bone Metastases in an Experimental Rat Model
07:15

Machine Learning Algorithms for Early Detection of Bone Metastases in an Experimental Rat Model

Published on: August 16, 2020

6.9K
Constructing and Visualizing Models using Mime-based Machine-learning Framework
06:19

Constructing and Visualizing Models using Mime-based Machine-learning Framework

Published on: July 22, 2025

63

Related Concept Videos

Steps in Outbreak Investigation01:18

Steps in Outbreak Investigation

158
In the ever-evolving field of public health, statistical analysis serves as a cornerstone for understanding and managing disease outbreaks. By leveraging various statistical tools, health professionals can predict potential outbreaks, analyze ongoing situations, and devise effective responses to mitigate impact. For that to happen, there are a few possible stages of the analysis:
158

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

Endoscopic Retrieval of Retained Irrigation Tubing from a Barnett Continent Intestinal Reservoir.

Cureus·2026

Human roles in the era of intelligent surgery.

American journal of surgery·2026

State gun policies affect veteran and civilian suicide rates differently.

The journal of trauma and acute care surgery·2026

The Gut-Brain Axis: A Case Report of Transanal Extrusion of a Ventriculoperitoneal Shunt and Literature Review.

Cureus·2026

Traumatic Intrapericardial Diaphragmatic Hernia: Diagnostic Challenges and the Role of Multimodal Evaluation.

The American surgeon·2026

Web Scraping Techniques for Surgical Research: A Technical Tutorial With a Worked Example in Publication Data Mining.

The American surgeon·2026

Survival after Resuscitative Thoracotomy in the Emergency Department: An Analysis of 487 Trauma Patients with Prehospital Cardiopulmonary Resuscitation.

Journal of the American College of Surgeons·2026

Preventing Opioid Misuse Through Safe Opioid Use Agreements in Surgery: A Randomized Clinical Trial.

Journal of the American College of Surgeons·2026

Commission on Cancer Standard 5.7 Compliance and Technical Quality of Rectal Cancer Surgery: A National Cohort Study.

Journal of the American College of Surgeons·2026

Association Between School Closure and Neighborhood Firearm Violence: Evidence from Chicago and Implications for Prevention.

Journal of the American College of Surgeons·2026

Robotic vs Laparoscopic Cholecystectomy: Preoperative and Intraoperative Severity-Adjusted Outcomes with Strasberg-Classified Bile Duct Injury.

Journal of the American College of Surgeons·2026

American College of Surgeons NSQIP Hospital Benchmarking Using Bayesian Variational Inference to Adjust for Many CPT Codes.

Journal of the American College of Surgeons·2026

FedAD: adaptive federated disentanglement for domain generalization in unlabeled medical imaging.

Frontiers in radiology·2026

DeepHalo: Deep learning-powered exploration of halogenated metabolites uncovering antibacterial depsipeptides.

Acta pharmaceutica Sinica. B·2026

A comparative evaluation of quantum machine learning architectures for breast cancer classification using clinical and genomic data.

Frontiers in artificial intelligence·2026

Application of deep learning models integrating attention mechanisms in operating room nursing quality and postoperative risk assessment for tumors.

Frontiers in oncology·2026

Application and integration of deep learning in tumour radiomics: bibliometrics and visualisation analysis.

Frontiers in artificial intelligence·2026

Interpretable multimodal fusion for skin lesion classification using dermoscopic images and patient metadata.

Frontiers in medicine·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