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Shih-Chieh Lee ; Gong-Hong Lin ; Yi-Jing Huang ; Sheau-Ling Huang ; Chia-Yeh Chou ; Hsin-Yu Chiang ; Ching-Lin Hsieh |Importance: The Stroke Impact Scale 3.0 appears to be a promising outcome measure of health-related quality of life (HRQOL) for clients with stroke. However, because the factorial validity of the Stroke Impact Scale 3.0 remains unclear, its vali[...]Article
Objective To develop and validate a short form of the Fugl-Meyer Assessment of Upper Extremity Scale (FMA-UE) using a machine learning approach (FMA-UE-ML). In addition, scores of items not included in the FMA-UE-ML were predicted. Design Second[...]Article
Objective The authors aimed to develop and validate the Computerized Adaptive Testing System for Assessing 5 Functions in Patients with Stroke (CAT-5F) based on the Barthel Index (BI), Postural Assessment Scale for Stroke patients (PASS), and[...]Article
Objective To develop a computerized adaptive testing system of the Functional Assessment of Stroke (CAT-FAS) to assess upper- and lower-extremity (UE/LE) motor function, postural control, and basic activities of daily living with optimal effici[...]Article
Shih-Chieh Lee ; Inga Wang ; Gong-Hong Lin ; Pei-Chi Li ; Ya-Chen Lee ; Chia-Yeh Chou ; Chien-Yu Huang ; Ching-Lin Hsieh |Importance: Several short forms of the Stroke Impact Scale Version 3.0 (SIS 3.0) have been proposed in order to decrease its administration time of about 20 min. However, none of the short-form scores are comparable to those of the original meas[...]Article
Objective To develop a computerized adaptive test of social functioning (Social-CAT) for patients with stroke. Design This study contained 2 phases. First, a unidimensional item bank was formed using social-related items with sufficient item f[...]Article
Importance: The most frequently used measures of facial emotion recognition (FER) are insufficiently comprehensive, reliable, valid, and efficient; moreover, the impact of gender on scoring has not been controlled. Objective: To develop a comp[...]Article
Objectives To examine both group- and individual-level responsiveness of the 3-point Berg Balance Scale (BBS-3P) and 3-point Postural Assessment Scale for Stroke Patients (PASS-3P) in patients with stroke, and to compare the responsiveness of b[...]Article
Using Machine Learning to Develop a Short-Form Measure Assessing 5 Functions in Patients With Stroke
Gong-Hong Lin ; Chih-Ying Li ; Ching-Fan Sheu ; Chien-Yu Huang ; Shih-Chieh Lee ; Yu-Hui Huang ; Ching-Lin Hsieh |Objective This study aimed to develop and validate a machine learning-based short measure to assess 5 functions (the ML-5F) (activities of daily living [ADL], balance, upper extremity [UE] and lower extremity [LE] motor function, and mobility) [...]
