Cheng-Pang Yang

Dr. Cheng-Pang Yang


Research Focus & Metrics

Academic Career Length

6Years (2021-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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23 May 2025 in BMC Medical Informatics and Decision Making
Verified
Journal Article
Open access
PDF file
YCYi-Chen Chen
Yi-Chen Chen
SLSheng-Hsun Lee
Sheng-Hsun Lee
HSHuan Sheu
Huan Sheu
SLSheng-Hsuan Lin
Sheng-Hsuan Lin
CHChih-Chien Hu
Chih-Chien Hu
YLYu-Chih Lin
Yu-Chih Lin
The application of artificial intelligence (AI) in medical education and patient interaction is rapidly growing. Large language models (LLMs) such as GPT-3.5, GPT-4, Google Gemini, and Claude 3 Opus have shown potential in providing relevant medical information. This study aims to evaluate and compare the performance of these LLMs in answering frequently asked questions (FAQs) about Total Knee Arthroplasty (TKA), with a specific focus on the impact of role-playing prompts. Four leading LLMs—GPT-3.5, GPT-4, Google Gemini, and Claude 3 Opus—were evaluated using ten standardized patient inquiries related to TKA. Each model produced two distinct responses per question: one generated under zero-shot prompting (question-only), and one under role-playing prompting (instructed to simulate an experienced orthopaedic surgeon). Four orthopaedic surgeons evaluated responses for accuracy and comprehensiveness on a 5-point Likert scale, along with a binary measure for acceptability. Statistical analyses (Wilcoxon rank sum and Chi-squared tests; P < 0.05) were conducted to compare model performance. ChatGPT-4 with role-playing prompts achieved the highest scores for accuracy (3.73), comprehensiveness (4.05), and acceptability (77.5%), followed closely by ChatGPT-3.5 with role-playing prompts (3.70, 3.85, 72.5%, respectively). Google Gemini and Claude 3 Opus demonstrated lower performance across all metrics. In between-model comparisons based on zero-shot prompting, ChatGPT-4 achieved significantly higher scores of both accuracy and comprehensiveness relative to Google Gemini (P = 0.031 and P = 0.009, respectively) and Claude 3 Opus (P = 0.019 and P = 0.002), and demonstrated higher acceptability than Claude 3 Opus (P = 0.006). Within-model comparisons showed role-playing significantly improved all metrics for ChatGPT-3.5 (P < 0.05) and acceptability for ChatGPT-4 (P = 0.033). No significant prompting effects were observed for Gemini or Claude. This study demonstrates that role-playing prompts significantly enhance the performance of LLMs, particularly for ChatGPT-3.5 and ChatGPT-4, in answering FAQs related to TKA. ChatGPT-4, with role-playing prompts, showed superior performance in terms of accuracy, comprehensiveness, and acceptability. Despite occasional inaccuracies, LLMs hold promise for improving patient education and clinical decision-making in orthopaedic practice. Not applicable.

Verified
Journal Article
Open access
PDF file
CYCheng-Pang Yang
Cheng-Pang Yang
KHKung Tseng Hung
Kung Tseng Hung
CWChun-Jui Weng
Chun-Jui Weng
ACAlvin Chao-Yu Chen
Alvin Chao-Yu Chen
KHKuo-Yao Hsu
Kuo-Yao Hsu
YCYi-Shen Chan
Yi-Shen Chan
Preservation of the meniscal volume is crucial in meniscus repair. The goal of this study was to evaluate the clinical outcome of repeated intra-articular platelet-rich plasma (PRP) injections after arthroscopic repair of a traumatic meniscal tear. We retrospectively reviewed 61 primary meniscal repairs in 61 patients (PRP group: 30; non-PRP: 31) from 2017 to 2018. Patients in the PRP group received repeated intra-articular PRP injections in week 2,4,6 after the primary meniscus repair. Subsequent meniscal repair treatment or meniscectomy, knee arthroplasty, and IKDC changes of less than 11.5 points were defined as healing failures. After following up for at least 24 months, the IKDC score was 75.1 ± 13.6, and the Lysholm score was 80.6 ± 14.9 in the PRP group and 72.6 ± 15.8 (IKDC) and 77.7 ± 17.2 (Lysholm) in the non-PRP group. Healing rates of the PRP and the non-PRP groups were 93.3% (Kaplan-Meier 91.6%) and 87.1% (Kaplan-Meier 84.7%), respectively (log rank test p = 0.874). Our study is the first to use multiple intra-articular PRP injections to facilitate meniscal healing after meniscal repair. Though selection bias may be present in this study, the PRP group had similar functional outcome and healing rate compared to non-PRP group.

26 May 2024 in Knee Surgery, Sports Traumatology, Arthroscopy
Verified
Journal Article
Closed access
SYShang‐Yu Yao
Shang‐Yu Yao
XZXue‐Zhi Zhang
Xue‐Zhi Zhang
Soumyajit PodderSoumyajit Podder
Soumyajit Podder
CWChen‐Te Wu
Chen‐Te Wu
YCYi-Shen Chan
Yi-Shen Chan
CYCheng-Pang Yang
Cheng-Pang Yang
1

26 December 2022 in Journal of Clinical Medicine
Verified
Journal Article
Open access
PDF file
RCRuei-Shyuan Chien
Ruei-Shyuan Chien
CYCheng-Pang Yang
Cheng-Pang Yang
CCChun-Ran Chaung
Chun-Ran Chaung
CHChin-Shan Ho
Chin-Shan Ho
YCYi-Shen Chan
Yi-Shen Chan
Treating lower extremity malalignment-related knee osteoarthritis, especially valgus alignment, is a challenge. A high revision rate was observed with patients who underwent unicompartmental knee arthroplasty, so distal femur osteotomy has regained its popularity. This research aimed to evaluate the radiographic and functional outcomes of arthroscopy-assisted lateral open-wedge distal femur osteotomy (LOWDFO) for patients with lateral compartment osteoarthritis and valgus knees with a minimum follow-up of 2 years. Our study retrospectively included isolated lateral osteoarthritis (Outerbridge grade 3 and grade 4) of the knee related to valgus alignment and a young age (<65 y/o) with the demand for a high-impact activity event. Preoperative and postoperative radiographic and functional outcomes were evaluated. Significant pre-operative and postoperative mechanical correction was observed with mechanical axis deviation (preop/postop: −28.77 ± 12.98/−9.45 ± 7.36, p < 0.001), hip-knee angle (preop/postop: 7.64 ± 3.62/2.68 ± 2.04, p < 0.001), and mechanical lateral distal femoral angle (mLDFA, preop/postop: 10.9 ± 4.14/5.66 ± 3.71, p < 0.001). The International Knee Documentation Committee (IKDC) score also showed improvement after the operation (preop/postop: 57.36 ± 11.98/79.02 ± 4.58, p = 0.002). In conclusion, lateral open-wedge distal femur osteotomy is effective in treating patients with lateral compartment osteoarthritis and valgus knees with a low complication rate and excellent outcome.

14 August 2024 in Joint Diseases and Related Surgery
Verified
Journal Article
Open access
PDF file
KLKeng-Yi Lin
Keng-Yi Lin
CYCheng-Pang Yang
Cheng-Pang Yang
SYShang-Yu Yao
Shang-Yu Yao
YHYu-Chieh Hung
Yu-Chieh Hung
SHShih-Feng Hung
Shih-Feng Hung
YCYi-Shen Chan
Yi-Shen Chan
Joint Diseases and Related Surgery (JDRS), the official journal of the Turkish Joint Diseases Foundation, is an international, peer-reviewed, immediate open access journal. All published articles in JDRS has been free for everyone, without embargo, since 1990.

2 September 2024 in Clinics
Verified
Journal Article
Open access
KHKung-Tseng Hung
Kung-Tseng Hung
KHKuo-Yao Hsu
Kuo-Yao Hsu
CCChieh-Ming Cheng
Chieh-Ming Cheng
YCYi-Jou Chen
Yi-Jou Chen
Joe Chih-Hao ChiuJoe Chih-Hao Chiu
Joe Chih-Hao Chiu
CYCheng-Pang Yang
Cheng-Pang Yang
Lower limb coronal alignment was thought to be a predictive factor for Unicompartmental Knee Arthroplasty (UKA) result. The tibial bony resection and implant position lead to joint line change postoperatively. Analysis was done to find out the correlation between these factors. From 2019 to 2021, 90 medial Oxford UKA were implanted by a single surgeon. Hip Knee Ankle Angle (HKAA), Lateral Distal Femoral Angle (LDFA), Medial Proximal Tibial Angle (MPTA), and intraoperative bony resection thickness were measured. The medial joint line change was calculated. The correlation between joint line change and alignment change was evaluated. The mean tibial resection thickness was 4.3 mm. The mean tibial joint line was elevated by 2.3 mm, while the mean femoral joint line proximalized by 0.8 mm. HKAA changed from 8.4° varus preoperatively to 3.6° varus postoperatively. LDFA changed from 89.0° to 86.7°. MPTA changed from 85.6° to 86.6°. Preoperative HKAA showed a strong correlation with postoperative HKAA (p < 0.001), and preoperative MPTA showed a positive correlation with postoperative HKAA (p < 0.001). While preoperative LDFA had a negative correlation with postoperative HKAA (p < 0.001). The femoral joint line change and LDFA change had a significant correlation with HKAA change (p < 0.05). The change of joint line had no correlation with postoperative HKAA in Oxford UKA. Preoperative HKAA strongly correlated with postoperative HKAA; while preoperative smaller LDFA and larger MPTA had a moderate correlation with postoperative HKAA. The femoral joint line change and LDFA change had a weak to moderate correlation with HKAA change.