Amirmohammad Shahbandegan

Amirmohammad Shahbandegan
Shahid Beheshti University | SBU · Department of Electrical Engineering

Bachelor of Science

About

3
Publications
54
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4
Citations
Citations since 2017
3 Research Items
4 Citations
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20172018201920202021202220230.00.51.01.52.0
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Introduction
Skills and Expertise
Image Processing
Machine Learning
Computer Vision
Pattern Recognition
Feature Extraction
Classification
Neural Networks and Artificial Intelligence
Supervised Learning
Advanced Machine Learning
Feature Selection

Publications

Publications (3)
Fig 1. Input/Throughput/Output model of patient flow in the ED, adapted...
Fig 2. Patient flow in the ED with median waiting time in minutes for...
Fig 3. Data preparation steps applied on the dataset....
Fig 4. A summary of the top 15 chief complaints for patients who...
+5 Fig 6. ROC curves of single feature models....
Developing a machine learning model to predict patient need for computed tomography imaging in the emergency department
Article
Full-text available
  • Dec 2022
Overcrowding is a well-known problem in hospitals and emergency departments (ED) that can negatively impact patients and staff. This study aims to present a machine learning model to detect a patient's need for a Computed Tomography (CT) exam in the emergency department at the earliest possible time. The data for this work was collected from ED at...
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