USING MACHINE LEARNING AND CLINICAL REGISTRY DATA TO UNCOVER VARIATION IN CLINICAL DECISION MAKING

GOBINATH S; GOKULRAJ R; VALLINAYAGAM N; NIKHILESWARAN S; PONNEELA VIGNESH R

USING MACHINE LEARNING AND CLINICAL REGISTRY DATA TO UNCOVER VARIATION IN CLINICAL DECISION MAKING

Authors: GOBINATH S, GOKULRAJ R, VALLINAYAGAM N, NIKHILESWARAN S, PONNEELA VIGNESH R

Unique Paper ID: 177791
Volume: 11
Issue: 12
PageNo: 2924-2929

Keywords: Machine Learning Electronic Medical Records Clinical Outcome

Abstract:
Clinical decision-making in healthcare is already being impacted by predictions or suggestions generated by data-driven technologies. Machine learning applications have exploded in the most recent clinical literature, especially in the creation of outcome prediction models. Acute illnesses, cardiac arrest, and mortality are only a few of the many outcomes that are covered by these models. When it comes to forecasting patient waiting times, the PTTP (Patient Treatment Time Prediction) model is the most accurate of these models. For outcome prediction models that use data taken from electronic health records, our study offers a thorough review of the state-of-the-art in data processing, inference, and model evaluation. We also discuss the shortcomings of current modeling assumptions and suggest some directions for further study.

Download article

email to a friend

Cite This Article

ISSN: 2349-6002
Volume: 11
Issue: 12
PageNo: 2924-2929

USING MACHINE LEARNING AND CLINICAL REGISTRY DATA TO UNCOVER VARIATION IN CLINICAL DECISION MAKING

Available:https://ijirt.org/Article?manuscript=177791

18 May, 2025

MONITORING THE EV BATTERY MANAGEMENT SYSTEM BY USING IOT

13 May, 2025

SMART DISASTER DETECTION AND EVACUATION ALERT SYSTEM USING WSN & IOT

09 May, 2025

UNDER WATER HEALTH MONITORING & TRACKING DEVICE FOR AQUANAUTS

05 May, 2025

AUTOMATED SYSTEM FOR GREEN HOUSE AGRICULTURE WITH ML FERTILITY ADVISIOR

05 May, 2025

ENSURING DRUG SAFETY AND EXPOSING COUNTERFEIT DRUGS USING BLOCKCHAIN AND IOT

04 May, 2025

Advanced Anti-Theft and Safety System for Vehicles Using Biometric Authentication

04 May, 2025

AI-IOT Integration Facial Emotion Detection in Healthcare

04 May, 2025

AQUATIC ENVIRONMENT’S POLLUTANT DETECTION USING WSN SENSOR NODES BASED EMBEDDED SYSTEM

03 May, 2025

AI-Powered Guider Solution for patients with Alzheimer's disease

02 May, 2025

Skin Cancer Detection using Constrastive Learning and Swin Transformer

Impact Factor
8.01 (Year 2024)

UGC Approved
Journal no 47859

Join Our IPN

IJIRT Partner Network

Submit your research paper and those of your network (friends, colleagues, or peers) through your IPN account, and receive 800 INR for each paper that gets published.

Join Now

Latest Publication

Recent Conferences

NCSEM 2024

National Conference on Sustainable Engineering and Management - 2024 Last Date: 15th March 2024

Submit inquiry