Search Results for author: Mindi Ruan

Found 4 papers, 0 papers with code

Exploiting ChatGPT for Diagnosing Autism-Associated Language Disorders and Identifying Distinct Features

no code implementations3 May 2024 Chuanbo Hu, Wenqi Li, Mindi Ruan, Xiangxu Yu, Lynn K. Paul, Shuo Wang, Xin Li

Traditional diagnostic methods not only require intensive human effort but also often result in delayed interventions due to their lack of speed and specificity.

Language Modelling Large Language Model +2

Exploring Speech Pattern Disorders in Autism using Machine Learning

no code implementations3 May 2024 Chuanbo Hu, Jacob Thrasher, Wenqi Li, Mindi Ruan, Xiangxu Yu, Lynn K Paul, Shuo Wang, Xin Li

Diagnosing autism spectrum disorder (ASD) by identifying abnormal speech patterns from examiner-patient dialogues presents significant challenges due to the subtle and diverse manifestations of speech-related symptoms in affected individuals.

UPDExplainer: an Interpretable Transformer-based Framework for Urban Physical Disorder Detection Using Street View Imagery

no code implementations4 May 2023 Chuanbo Hu, Shan Jia, Fan Zhang, Changjiang Xiao, Mindi Ruan, Jacob Thrasher, Xin Li

Experimental results on the re-annotated Place Pulse 2. 0 dataset demonstrate promising detection performance of the proposed method, with an accuracy of 79. 9%.

Semantic Segmentation

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