Nadav Israel
Biographic Data
| ID | 7971807 |
|---|---|
| NAME | Nadav Israel |
| GIVEN NAMES | Nadav |
| FAMILY NAME | Israel |
| SIGNATURE | ISRAËL N |
| AFFILIATIONS | Tel Aviv University |
| VERIFIED | No |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 1 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2019 |
| LATEST PUBLICATION YEAR | 2019 |
| H-INDEX | 0 |
Predicting Affect Classification in Mental Status Examination Using Machine Learning Face Action Recognition System
Classifying patients' affect is a pivotal part of the mental status examination. However, this common practice is often widely inconsistent between raters. Recent advances in the field of Facial Action Recognition (FAR) have enabled the development of tools that can act to identify facial expressions from videos. In this study, we aimed to explore the potential of using machine learning techniques on FAR features extracted from videotaped semi-st…
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Predicting Affect Classification in Mental Status Examination Using Machine Learning Face Action Recognition System
Classifying patients' affect is a pivotal part of the mental status examination. However, this common practice is often widely inconsistent between raters. Recent advances in the field of Facial Action Recognition (FAR) have enabled the development of tools that can act to identify facial expressions from videos. In this study, we aimed to explore the potential of using machine learning techniques on FAR features extracted from videotaped semi-st…
Action (physics (1 work) · Affect (linguistics (1 work) · Artificial Intelligence (1 work) · Clinical Psychology (1 work) · Clinical Psychology (1 work) · Communication (1 work) · Communication (1 work) · Computer Science (1 work) · Consistency (knowledge bases (1 work) · Machine learning (1 work)