Kai-Hsiung Ko

Dr. Kai-Hsiung Ko


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

View All Publications
9 March 2022 in Medicina
Verified
Journal Article
Open access
PDF file
YCYa-Che Chen
Ya-Che Chen
才H才旺 Tsai-Wang Huang
才旺 Tsai-Wang Huang
HHHsian-He Hsu
Hsian-He Hsu
WCWei-Chou Chang
Wei-Chou Chang
KKKai-Hsiung Ko
Kai-Hsiung Ko
Background and Objectives: Clinically, a major challenge of multiple nodule localization is puncture-related pneumothorax, which may hamper the successful localization. This study aims to investigate and compare the efficacy and safety of the simultaneous and sequential patent blue dye (PBD) injections for identifying multiple pulmonary nodules during preoperative CT-guided localization. Materials and Methods: Sixty-one consecutive patients with multiple pulmonary nodules who underwent preoperative CT-guided localization with PBD injections between January 2020 and December 2020 were retrospectively enrolled. Of these patients, 31 patients with 64 nodules who underwent simultaneous injections were designated as the simultaneous group; the remaining 30 patients with 63 nodules who underwent sequential punctures were designated as the sequential group. The clinical and radiological features, technical information, pathological results, and procedure-related variables and complications of the two groups were reviewed and analyzed. Results: The localization success rate of the simultaneous group was higher than that of the sequential group (100% [64/64] vs. 93.7% [59/63], p = 0.041). The incidences of pneumothorax (32.3 vs. 33.3%, p = 0.929) and pulmonary hemorrhage (6.3 vs. 3.0%, p = 1) were not significantly different between the two groups, and all cases were minor, which did not require further intervention. Additionally, a significantly lower radiation dose (2.7 vs. 3.5 mSv, p = 0.001) and a shorter procedure time (20.95 vs. 25.28 min, p = 0.001) were observed in the simultaneous group than in the sequential group. Conclusions: Compared with the sequential method, simultaneous PBD injections may improve the localization success rate with a shorter procedure time and less radiation exposure if the patient with multiple pulmonary nodules can be approached in a single position. Further prospective studies are needed to validate these results.

Verified
Journal Article
Open access
PDF file
Yung-Chun ChangYung-Chun Chang
Yung-Chun Chang
YHYan-Chun Hsing
Yan-Chun Hsing
YCYu-Wen Chiu
Yu-Wen Chiu
CSCho-Chiang Shih
Cho-Chiang Shih
JLJun-Hong Lin
Jun-Hong Lin
CCCheng-Yu Chen
Cheng-Yu Chen
Radiology report generation through chest radiography interpretation is a time-consuming task that involves the interpretation of images by expert radiologists. It is common for fatigue-induced diagnostic error to occur, and especially difficult in areas of the world where radiologists are not available or lack diagnostic expertise. In this research, we proposed a multi-objective deep learning model called CT2Rep (Computed Tomography to Report) for generating lung radiology reports by extracting semantic features from lung CT scans. A total of 458 CT scans were used in this research, from which 107 radiomics features and 6 slices of segmentation related nodule features were extracted for the input of our model. The CT2Rep can simultaneously predict position, margin, and texture, which are three important indicators of lung cancer, and achieves remarkable performance with an F1-score of 87.29%. We conducted a satisfaction survey for estimating the practicality of CT2Rep, and the results show that 95% of the reports received satisfactory ratings. The results demonstrate the great potential in this model for the production of robust and reliable quantitative lung diagnosis reports. Medical personnel can obtain important indicators simply by providing the lung CT scan to the system, which can bring about the widespread application of the proposed framework.

27 April 2022 in Medicina
Verified
Journal Article
Open access
PDF file
YTYueh Hsun Tsai
Yueh Hsun Tsai
KKKai-Hsiung Ko
Kai-Hsiung Ko
HYHao Yen
Hao Yen
才H才旺 Tsai-Wang Huang
才旺 Tsai-Wang Huang
Background: Thymoma is an epithelial mass arising from the thymus. Most thymomas are located in the anterior mediastinum. Ectopic intrapericardial thymoma is very unusual; to date, only eight cases of pericardial thymoma have been reported. Among thymoma patients, 20% to 25% are associated with myasthenia gravis. However, postoperative myasthenia gravis occurs in less than 1% of cases. Here, we share a rare case of ectopic intrapericardial thymoma that developed postoperative myasthenia gravis six months after surgery. Case presentation: A 66-year-old woman visited the outpatient department due to productive cough and chest pain. Chest radiography showed increased soft tissue opacity over the mediastinum. A soft tissue mass in the pericardium and a ground glass nodule in right upper lung were noted using chest computed tomography. The diagnosis of thymoma, type B2, pT3N0M0, and stage IIIA and synchronous adenocarcinoma in situ of the right upper lung was confirmed after surgical removal. Six months later, the patient developed postoperative myasthenia gravis. Conclusions: Thymoma is rarely considered a differential diagnosis in pericardial tumors. Surgical removal with adjuvant radiation therapy should be performed considering the malignancy potential of thymomas and cardiac complications. In patients without myasthenia gravis, a small chance of postoperative myasthenia gravis remains. Patients should be carefully monitored for myasthenia gravis after surgery.

7 December 2025 in Clinical Imaging
Verified
Journal Article
Closed access
HHHao-Yu Huang
Hao-Yu Huang
YHYu-Han Huang
Yu-Han Huang
CLCheng-Hsun Lin
Cheng-Hsun Lin
WTWan-Ting Tao
Wan-Ting Tao
WLWei-Chen Liao
Wei-Chen Liao
KKKai-Hsiung Ko
Kai-Hsiung Ko

3 March 2023 in British Journal of Radiology
Verified
Journal Article
Closed access
PDF file
THTing-Fu Hsu
Ting-Fu Hsu
WCWei-Chou Chang
Wei-Chou Chang
PCPing-Ying Chang
Ping-Ying Chang
HLHsuan-Hwai Lin
Hsuan-Hwai Lin
PCPin-Ko Chen
Pin-Ko Chen
SCSung-Hua Chiu
Sung-Hua Chiu
Objective: To evaluate the efficacy of drug-eluting beads loaded with irinotecan (DEBIRI) in colorectal cancer (CRC) patients with synchronous liver-only metastases non-responsive to bevacizumab-based chemotherapy (BBC). Methods: Fifty-eight patients were enrolled in this study. Treatment response to BBC and DEBIRI were determined by the morphological criteria and Choi’s criteria, respectively. Progression-free survival (PFS) and overall survival (OS) were recorded. The correlation between pre-DEBIRI CT parameters and treatment response to DEBIRI was analyzed. Results: CRC patients were divided into the BBC responsive group (R group) (n = 16) and the non-responsive group (n = 42), which was further divided into the NR group (23 patients who did not receive DEBIRI) and the NR+DEBIRI group (19 patients who received DEBIRI after failing BBC). Among the R, NR and NR+DEBIRI groups, the median PFS were 11, 12, and 4 months, respectively (p < 0.01); median OS were 36, 23, and 12 months, respectively (p = 0.01). In the NR+DEBIRI group, 33 metastatic lesions were treated with DEBIRI, of which 18 (54.5%) reached objective response. The receiver operating characteristic curve showed that the contrast enhancement ratio (CER) before DEBIRI could predict objective response (AUC = 0.737, p < 0.01). Conclusion: In CRC patients, DEBIRI can achieve acceptable objective response for liver metastases non-responsive to BBC. However, this locoregional control does not prolong survival. The pre-DEBIRI CER can predict OR in these patients. Advances in knowledge: DEBIRI can act as an acceptable locoregional management in CRC patients with liver metastases non-responsive to BBC, and the pre-DEBIRI CER is a potential indicator of locoregional control.

20 March 2024 in JCR: Journal of Clinical Rheumatology
Verified
Journal Article
Closed access
HHHao-Yu Huang
Hao-Yu Huang
KKKai-Hsiung Ko
Kai-Hsiung Ko