Ching-Chung Lin

Ching-Chung Lin

*This is an algorithmically generated author record based on publicly available information.

Current Organizations / Institutes

The organizations/institutes from the scholar's latest article

Previous Organizations / Institutes

The organizations / institutes from the scholar's other articles in the past ten years


Ching-Chung Lin has a total of 156 co-authors. Here are the top co-authors by number of shared publications:


Latest Publications

  • Development and validation of a machine learning–based, point-of-care risk calculator for post-ERCP pancreatitis and prophylaxis selection

    by Todd Brenner, Albert Kuo, Christina J. Sperna Weiland, Ayesha Kamal, B. Joseph Elmunzer, Hui Luo, James Buxbaum, Timothy B. Gardner, Shaffer S. Mok, Evan S. Fogel, et al.


  • Open Access

    Endoscopic Ultrasonography-Guided Fine-Needle Biopsy for Patients with Resectable Pancreatic Malignancies

    by Ming-Sheng Chien, Ching-Chung Lin, Jian-Han Lai

    Clinicians often use endoscopic ultrasonography to survey pancreatic tumors. When endoscopists conduct this examination and find the tumor to be unresectable, a fine-needle biopsy is subsequently performed for tissue confirmation. However, if the tumor is deemed resectable, the necessity of a pre-operative fine-needle biopsy remains debatable. Therefore, we performed a retrospective analysis of a single-center cohort of patients with pancreatic tumors who underwent an endoscopic ultrasound-guided fine-needle biopsy or aspiration (EUS-FNB or FNA) between 2020 and 2022. This study focused on patients diagnosed with resectable malignant pancreatic tumors. The exclusion criteria included individuals diagnosed with benign pancreatic lesions and those with unresectable tumors. A total of 68 patients were enrolled in this study. Histological examination revealed that pancreatic adenocarcinoma was the predominant type of tumor (n = 42, 61.8%), followed by neuroendocrine tumors (n = 22, 32.3%), and metastasis (n = 4, 5.9%). Notably, 17 patients had a history of other cancers, with 23.5% being diagnosed with a metastatic tumor rather than primary pancreatic cancer. Therefore, EUS-FNA/FNB is crucial in patients with a resectable pancreatic tumor and a history of cancer to differentiate between a primary and a metastatic tumor.


  • Open Access

    Using Group History-Taking and Individual Reasoning to Identify Shortcomings in Clinical Reasoning for Medical Students

    by Kuan-Hao Cheng, Chi-Yu Lee, Yih-Jer Wu, Ching-Chung Lin

    OBJECTIVE: It is crucial that teaching faculties determine and remain informed of medical school learners’ clinical reasoning competence. We created an innovative assessment method for fourth-year medical students to identify deficiencies in various components of their clinical reasoning ability. METHODS: This was a cross-sectional observational study of fourth-year medical students’ reasoning assessments from 2019 to 2022. Teams of four–five trainees questioned standardized patients in clinical scenarios, including fever, abdominal pain, and weight loss. They then individually documented key information to reflect comprehension of patient problems. Trainees were tasked with differentiating diagnoses and associated statuses and reaching the most likely diagnosis along with two tentative diagnoses. The correlations observed between 2020 and 2022 for abdominal pain were analyzed using student t-tests. RESULTS: A total of 177 students participated in this study. Across the scenarios, there was no significant difference in key information representation scores (56%–58%). Reasoning ability scores were 49% for fever, 57% for abdominal pain, and 61% for weight loss. A comparison between 2020 and 2022 revealed a significant improvement in the objective structured clinical examination scores and differential diagnoses ( P < .01). Shortcomings included brief chief complaint duration, lack of detailed presentation, and insufficient description of negative information. Differential diagnosis and diagnostic justification were inadequate for acute and chronic conditions, and disease location clarity within the organ system was lacking. On average, students presented two correct diagnoses. CONCLUSIONS: Fourth-year medical students exhibited inadequate reasoning abilities, particularly in fever and abdominal pain scenarios, with deficiencies in hypothesis generation and differential diagnosis. Group history-taking with individual reasoning assessment identified students’ shortcomings and provided faculty feedback to improve their teaching strategies.


  • Malignant Neoplasms of the Small Intestines

    by Ming-Luen Hu, Yi-Chun Chiu, Wei-Chen Tai, Hsuan-Ying Huang, Hsu-Heng Yen, Yang-Yuan Chen, Chung-Wei Chen, Ming-Yao Su, Wei-Pin Lin, Cheng-Tang Chiu, et al.

  • Open Access

    Assessing clinical reasoning ability in fourth-year medical students via an integrative group history-taking with an individual reasoning activity

    by Jian-Han Lai, Kuan-Hao Cheng, Yih-Jer Wu, Ching-Chung Lin

    Background: The most important factor in evaluating a physician’s competence is strong clinical reasoning ability, leading to correct principal diagnoses. The process of clinical reasoning includes history taking, physical examinations, validating medical records, and determining a final diagnosis. In this study, we designed a teaching activity to evaluate the clinical reasoning competence of fourth-year medical students. Methods: We created five patient scenarios for our standardized patients, including hemoptysis, abdominal pain, fever, anemia, and chest pain. A group history-taking with individual reasoning principles was implemented to teach and evaluate students’ abilities to take histories, document key information, and arrive at the most likely diagnosis. Residents were trained to act as teachers, and a post-study questionnaire was employed to evaluate the students’ satisfaction with the training activity. Results: A total of 76 students, five teachers, and five standardized patients participated in this clinical reasoning training activity. The average history-taking score was 64%, the average key information number was 7, the average diagnosis number was 1.1, and the average correct diagnosis rate was 38%. Standardized patients presenting with abdominal pain (8.3%) and anemia (18.2%) had the lowest diagnosis rates. The scenario of anemia presented the most difficult challenge for students in history taking (3.5/5) and clinical reasoning (3.5/5). The abdominal pain scenario yielded even worse results (history taking: 2.9/5 and clinical reasoning 2.7/5). We found a correlation in the clinical reasoning process between the correct and incorrect most likely diagnosis groups (group history-taking score, p = 0.045; key information number, p = 0.009 and diagnosis number, p = 0.004). The post-study questionnaire results indicated significant satisfaction with the teaching program (4.7/5) and the quality of teacher feedback (4.9/5). Conclusions: We concluded that the clinical reasoning skills of fourth-year medical students benefited from this training course, and the lower correction of the most likely diagnosis rate found with abdominal pain, anemia, and fever might be due to a system-based teaching modules in fourth-year medical students; cross-system remedial reasoning auxiliary training is recommended for fourth-year medical students in the future.


  • Open Access

    Predicting Factors for Pancreatic Malignancy with Computed Tomography and Endoscopic Ultrasonography in Chronic Pancreatitis

    by Jian-Han Lai, Keng-Han Lee, Chen-Wang Chang, Ming-Jen Chen, Ching-Chung Lin

    Diagnosing pancreatic malignancy is challenging, especially in patients with chronic pancreatitis (CP). Endoscopic ultrasonography (EUS) is a promising diagnostic procedure for discriminating between malignancy and CP. We aimed to investigate the predictive factors and reliability of computed tomography (CT) and EUS for differentiating pancreatic mass lesions and the diagnostic accuracy of EUS-FNA or FNB in patients with CP. Forty patients with CP, receiving CT and EUS-FNA or FNB for pancreatic mass lesion evaluation, were enrolled in the study. Patients’ data, CT and EUS characteristics, image-based diagnosis, cytopathology, and final diagnosis were recorded. EUS was superior to CT in terms of diagnostic accuracy (92.5% vs. 82.5%, p = 0.02). Both CT and EUS showed significant predictive factors (all p < 0.05) with the tumor image hypoattenuation pattern or vessel invasion on CT and pancreatic duct dilatation, or distal pancreatic atrophy on EUS. EUS imaging is a reliable modality for evaluating pancreatic lesions, even with a CP background. The EUS image has a higher diagnostic accuracy than CT. Predicting factors, including hypoechoic pattern, pancreatic duct dilatation, and distal pancreas atrophy, may help to differentiate benign or malignant in patients with CP.


  • Open Access

    Assessing Clinical Reasoning Ability in Fourth-year Medical Students via an Integrative Group History-taking Workshop With an Individual Reasoning Teaching Programme

    by Jian-Han Lai, Kuan-Hao Cheng, Yih-Jer Wu, Ching-Chung Lin

    Background: The most important factor in evaluating a physician’s competence is strong clinical reasoning ability, leading to correct principal diagnoses. The process of clinical reasoning includes history taking, physical examinations, validating medical records, and determining a final diagnosis. In this study, we designed a teaching programme to evaluate the clinical reasoning competence of fourth-year medical students.Methods: We created five patient scenarios for our standardised patients, including haemoptysis, abdominal pain, fever, anaemia, and chest pain. A group history-taking workshop with individual reasoning principles was implemented to teach and evaluate students’ abilities to take histories, document key information, and arrive at the most likely diagnosis. Residents were trained to act as teachers, and a post-study questionnaire was employed to evaluate the students’ satisfaction with the training programme.Results: A total of 76 students, five teachers, and five standardised patients participated in this clinical reasoning training programme. The average history-taking score was 64%, the average key information number was 7, the average diagnosis number was 1.1, and the average correct diagnosis rate was 38%. Standardised patients presenting with abdominal pain (8.3%) and anaemia (18.2%) had the lowest diagnosis rates. The scenario of anaemia presented the most difficult challenge for students in history taking (3.5/5) and clinical reasoning (3.5/5). The abdominal pain scenario yielded even worse results (history taking: 2.9/5 and clinical reasoning 2.7/5). We found a correlation in the clinical reasoning process between the correct and incorrect most likely diagnosis groups (group history-taking score, p=0.045; key information number, p=0.009 and diagnosis number, p=0.004). The post-study questionnaire results indicated significant satisfaction with the teaching programme (4.7/5) and the quality of teacher feedback (4.9/5).Conclusions: We concluded that the clinical reasoning skills of fourth-year medical students benefited from this training programme, and the lower correction of the most likely diagnosis rate found with abdominal pain, anaemia, and fever might be due to a system-based teaching programme in fourth-year medical students; cross-system remedial reasoning training is recommended for fourth-year medical students in the future.

  • Open Access

    Factors affecting cytological results of endoscopic ultrasound guided-fine needle aspiration during learning

    by Jian-Han Lai, Hsiang-Hung Lin, Ching-Chung Lin

    Background: Endoscopic ultrasound-guided fine needle aspiration (EUS-FNA) is a standard procedure used to obtain tissue samples for diagnosis of solid retroperitoneal tumours. However, this procedure demands high technical expertise and requires a strong learning curve. Our aim was to identify factors associated with false-negative EUS-FNA results during the learning for endoscopists. Methods: Our retrospective analysis was based on the EUS-FNA specimens collected by two novice endoscopists in 200 patients with retroperitoneal lesions who had confirmed image- or tissue-based diagnoses of malignancy or benign lesions. Results: In the first 40 performances endoscopists, the false-negative diagnostic rate of EUS-FNA was higher among patients with chronic pancreatitis than in patients without chronic pancreatitis. Patients who underwent FNA through the trans-duodenal puncture route also had lower success cytological diagnosis rate than through the trans-gastric puncture route. The rate of successful cytological diagnoses with EUS-FNA improved after 40 procedures and was not influenced by chronic pancreatitis presentation or difference puncture route. Conclusion: Regarding the learning curve, more than 40 procedures were required to achieve a stable success rate of EUS-FNA. Chronic pancreatitis and trans-duodenal puncture route are the predictive factors for a false-negative FNA cytological result during learning. Trial registration: This was a retrospective study.


  • Open Access

    A randomized trial comparing the efficacy of single-dose and double-dose administration of rectal indomethacin in preventing post-endoscopic retrograde cholangiopancreatography pancreatitis

    by Jian-Han Lai, Chien-Yuan Hung, Cheng-Hsin Chu, Chih-Jen Chen, Hsiang-Hung Lin, Han-Jung Lin, Ching-Chung Lin

    Background and Aims: The before-procedure or after-procedure rectal indomethacin administration was shown to be useful in preventing post-endoscopic retrograde cholangiopancreatography (ERCP) pancreatitis. We designed this prospective randomized study to compare the efficacy of single-dose and double-dose rectal indomethacin administration in preventing post-ERCP pancreatitis (PEP). Methods: We enrolled patients who underwent the ERCP in Taipei Mackay Memorial Hospital from 2016 June to 2017 November. Patients were randomly assigned to 2 groups: single and double-dose groups. The primary endpoint was the frequency of post-ERCP pancreatitis. Results: A total 162 patients participated in this study, and there were 87 patients randomly assigned to the single-dose group, and 75 patients were assigned to the double-dose group. In the high-risk patients, the incidence of PEP was lower in double-dose patients (4.8%) than the single-dose patients (9.5%), but there was no significant difference (P =.24). Difficult cannulation was the only 1 risk factor for PEP after rectal indomethacin treatment. Conclusions: Single-dose rectal indomethacin administration immediately after ERCP in general population is good enough to prevent PEP, but difficult cannulation could induce the PEP frequency up to 15.4% even under rectal indomethacin use.