Summary of Application Of Artificial Intelligence in Supporting Healthcare Professionals and Caregivers in Treatment Of Autistic Children, by Hossein Mohammadi Rouzbahani et al.
Application of Artificial Intelligence in Supporting Healthcare Professionals and Caregivers in Treatment of Autistic Children
by Hossein Mohammadi Rouzbahani, Hadis Karimipour
First submitted to arxiv on: 12 Jul 2024
Categories
- Main: Artificial Intelligence (cs.AI)
- Secondary: None
GrooveSquid.com Paper Summaries
GrooveSquid.com’s goal is to make artificial intelligence research accessible by summarizing AI papers in simpler terms. Each summary below covers the same AI paper, written at different levels of difficulty. The medium difficulty and low difficulty versions are original summaries written by GrooveSquid.com, while the high difficulty version is the paper’s original abstract. Feel free to learn from the version that suits you best!
| Summary difficulty | Written by | Summary |
|---|---|---|
| High | Paper authors | High Difficulty Summary Read the original abstract here |
| Medium | GrooveSquid.com (original content) | Medium Difficulty Summary The paper explores the application of Artificial Intelligence (AI) to aid healthcare professionals and caregivers in managing Autism Spectrum Disorder (ASD). A sophisticated algorithm is developed to analyze facial and bodily expressions during daily activities of both autistic and non-autistic children, leading to a deep learning-based autism detection system. The study demonstrates high accuracy in diagnosing ASD using AI models such as Xception and ResNet50V2 architectures. This research highlights the transformative potential of AI in improving diagnosis, treatment, and comprehensive management of ASD. |
| Low | GrooveSquid.com (original content) | Low Difficulty Summary The paper looks at how Artificial Intelligence can help people who work with kids with Autism Spectrum Disorder (ASD). They made a special computer program that can read facial expressions and body language to try to figure out if someone has ASD. They tested this program using pictures of autistic and non-autistic kids, and it was really good at guessing which ones had ASD. This is important because right now, diagnosing ASD can be hard and requires lots of different kinds of help. AI might make it easier for doctors and caregivers to diagnose and treat ASD. |
Keywords
» Artificial intelligence » Deep learning
