1.Measurement of human peritoneal surface area using artificial intelligence software in abdominal computed tomography
Seung Joon CHOI ; Ji-Hyeon PARK ; Youngbae JEON ; Donghyuk LEE ; Jeong-Heum BAEK
Korean Journal of Clinical Oncology 2024;20(1):6-12
Purpose:
The calculation of the intraperitoneal organ surface area is important for understanding their anatomical structure and for conducting basic and clinical studies on diseases related to the peritoneum. To measure the intraperitoneal surface area in a living body by applying artificial intelligence (AI) techniques to the abdominal cavity using computed tomography and to prepare clinical indicators for application to the abdominal cavity.
Methods:
Computed tomography images of ten adult males and females with a healthy body mass index and ten adults diagnosed with colon cancer were analyzed to determine the peritoneal and intraperitoneal surface areas of the organs. The peritoneal surface was segmented and three-dimensionally modeled using AI medical imaging software. In addition to manual work, three-dimensional editing, filtering, and connectivity checks were performed to improve work efficiency and accuracy. The colon and small intestine surface areas were calculated using the mean length and diameter. The abdominal cavity surface area was defined as the sum of the intraperitoneal area and the surface areas of each organ.
Results:
The mean peritoneal surface area of all participants was measured as 10,039 ± 241 cm2 (males 10,224 ± 171 cm2 and females 9,854 ± 134 cm2). Males had a 3.7% larger peritoneal surface area than females, with a statistically significant difference (P < 0.001).
Conclusion
The abdominal cavity surface area can be measured using AI techniques and is expected to be used as basic data for clinical applications.
2.Prediction of the minimum amount of anti-adhesive agent required for entire intra-abdominal cavity using fluorescent dye
Ji-Hyeon PARK ; A Reum PARK ; Kiwon KIM ; Seo Hyun SHIN ; Youngbae JEON ; Woon Kee LEE ; Donghyuk LEE ; Jeong-Heum BAEK
Korean Journal of Clinical Oncology 2024;20(1):18-26
Purpose:
Studies on the appropriate amount of anti-adhesive agents for preventing postoperative adhesion are lacking. This animal study aimed to investigate the distribution of an anti-adhesive agent in the abdominal cavity and estimate the necessary amount to cover the entire cavity.
Methods:
Fluorescent dye Flamma-552 was conjugated to Guardix-sol to create Guardix-Flamma, which was laparoscopically applied to the abdominal cavity of two 10-kg pigs in different amounts: 15 mL for G1 and 35 mL for G2. After 24 hours, the distribution of Guardix-Flamma was examined under the near-infrared mode of the laparoscope, and the thickness was measured in tissues from the omentum, small, and large intestine by immunohistochemistry.
Results:
The average area of the abdominal cavity in 10 kg pigs was 2,755 cm2. Guardix-Flamma fluorescence was detected in the greater omentum, ascites in the pelvis, and right quadrant area in G1, whereas in G2, it was detected everywhere. On average, the total thickness of G1 and G2 were 12.68 ± 9.80 μm and 18.16 ± 15.57 μm, respectively. Guardix-Flamma thickness applied to the omentum, small, and large intestines of G2 were 1.31-, 1.45-, and 1.49-times thicker than those of G1, respectively, and were all statistically significant (P < 0.05).
Conclusion
The entire abdominal cavity of the 10 kg pig was not evenly covered with 15 mL of Guardix. Although 35 mL of Guardix is sufficient to cover the same area with an average thickness of 18 µm, further studies should evaluate the minimum thickness required for an effective anti-adhesive function.
3.Advances in the Treatment of Colorectal Cancer with Peritoneal Metastases: A Focus on Cytoreductive Surgery and Hyperthermic Intraperitoneal Chemotherapy
The Ewha Medical Journal 2023;46(S1):e27-
In stage IV colorectal cancer (CRC), peritoneal metastasis is associated with a poor prognosis.Hyperthermic intraperitoneal chemotherapy (HIPEC) after cytoreductive surgery (CRS) is an effective treatment option that offers survival benefits in patients with peritoneal metastatic CRC. For over the past several decades, a multitude of studies have been conducted on CRS and HIPEC for peritoneal metastatic diseases, and research in this area is ongoing. Proper patient selection and a meticulous preoperative assessment are crucial for achieving successful postoperative outcomes.The completeness of cytoreduction and the surgical techniques employed are key factors in improving oncologic outcomes following CRS and HIPEC. The role of HIPEC for both therapeutic and prophylactic purposes is currently being evaluated in recent clinical trials. This article reviews the fundamental principles of CRS combined with HIPEC and discusses recent clinical trials concerning the treatment of CRS and HIPEC in CRC patients with peritoneal carcinomatosis.
4.Postoperative Segmental Motion up to 1 Year Following Single-Level Anterior Cervical Discectomy and Fusion: Plate versus Non-plate
Kwang-Sup SONG ; Jeongik LEE ; Dae Woong HAM ; Chan-Woo JUNG ; Hyun KANG ; Seung Won PARK ; Dong-Gune CHANG ; Youngbae B. KIM
Asian Spine Journal 2023;17(3):492-499
Methods:
In retrospectively collected data, 149 patients who underwent single-level ACDF for degenerative disease were enrolled and divided into non-plating (n=66) and plating (n=83). Interspinous motion (ISM) at the arthrodesis segment, Numeric Rating Scale (NRS) for neck pain, and Neck Disability Index (NDI) were serially evaluated at 3, 6, and 12 months postoperatively. Predictable factors for fusion, including age, sex, plating, diabetes, smoking, and type of grafts, were investigated, and fusion was defined as ISM <1 mm.
Results:
In both groups, ISM was the highest at 3 months and gradually decreased thereafter, and the plating group showed significantly lower serial ISM than the non-plating group at 12 months. The plating group had lower NRS and NDI scores than the nonplating group at 12 months, and the difference in the NRS scores was statistically significant, particularly at 3 and 6 months, although that of the NDI scores was not. In a multivariate analysis, plating was the most powerful predictor for fusion.
Conclusions
Plating significantly decreases the serial ISM compared with non-plating in single-level ACDF, and such decreased motion is correlated with decreased neck pain until 12 months postoperatively, particularly at 3 and 6 months. Given that plating was the most predictive factor for fusion, we recommend plating even in single-level ACDF for better early clinical outcomes.
5.Changes in Thoracic Kyphosis and Thoracolumbar Kyphosis in Asymptomatic Korean Male Subjects Aged >50 Years: Do They Progress Above T5, T10, T12, or L2?
Jae-Hong PARK ; Youngbae B. KIM ; Seung-Jae HYUN ; Kyu-Bok KANG ; Pil-Sun PARK
Asian Spine Journal 2020;14(2):192-197
Methods:
Total 179 normal, asymptomatic Korean men were divided in to three groups (6th, 7th, and 8th decade) according to their age. Standard sagittal spinopelvic parameters, including TK and thoracolumbar kyphosis, were measured and subdivided into the following four segments: A (C7 upper end plate [UEP]–T5 UEP), B (T5 UEP–T10 UEP), C (T10 UEP–T12 lower end plate [LEP]), and D (T12 LEP–L2 LEP). These segments of the three study groups were analyzed.
Results:
In segment B, the segmental kyphosis of group 3 (20.2°±8.0°) showed a statistically larger value than that of group 1 (15.6°±6.8°) and group 2 (16.7°±8.8°) (p=0.017). In segment C, the segmental kyphosis of group 2 (12.9°±6.5°) and group 3 (12.2°±7.1°) showed statistically larger values than that of group 1 (9.5°±6.2°) (p=0.016). The A and D segments of the three groups were not significantly different.
Conclusions
Increased TK was observed in the middle (segment B) and lower (segment C) thoracic segments in normal asymptomatic male subjects with age. The results from the natural progression of segmental kyphosis with age would provide baseline reference data to help surgeons choose the optimal point of the upper instrumented vertebra level for preventing proximal junctional kyphosis.
6.Recent Development of Computer Vision Technology to Improve Capsule Endoscopy
Junseok PARK ; Youngbae HWANG ; Ju Hong YOON ; Min Gyu PARK ; Jungho KIM ; Yun Jeong LIM ; Hoon Jai CHUN
Clinical Endoscopy 2019;52(4):328-333
Capsule endoscopy (CE) is a preferred diagnostic method for analyzing small bowel diseases. However, capsule endoscopes capture a sparse number of images because of their mechanical limitations. Post-procedural management using computational methods can enhance image quality. Additional information, including depth, can be obtained by using recently developed computer vision techniques. It is possible to measure the size of lesions and track the trajectory of capsule endoscopes using the computer vision technology, without requiring additional equipment. Moreover, the computational analysis of CE images can help detect lesions more accurately within a shorter time. Newly introduced deep leaning-based methods have shown more remarkable results over traditional computerized approaches. A large-scale standard dataset should be prepared to develop an optimal algorithms for improving the diagnostic yield of CE. The close collaboration between information technology and medical professionals is needed.
Capsule Endoscopes
;
Capsule Endoscopy
;
Cooperative Behavior
;
Dataset
;
Methods
7.Robotic Surgery for Rectal Cancer and Cost-Effectiveness
Youngbae JEON ; Eun Jung PARK ; Seung Hyuk BAIK
Journal of Minimally Invasive Surgery 2019;22(4):139-149
Robotic surgery is considered as one of the advanced treatment modality of minimally invasive surgery for rectal cancer. Robotic rectal surgery has been performed for three decades and its application is gradually expanding along with technology development. It has several technical advantages which include magnified three-dimensional vision, better ergonomics, multiple articulated robotic instruments, and the opportunity to perform remote surgery. The technical benefits of robotic system can help to manipulate more meticulously during technical challenging procedures including total mesorectal excision in narrow pelvis, lateral pelvic node dissection, and intersphincteric resection. It is also reported that robotic rectal surgery have been shown more favorable postoperative functional outcomes. Despite its technical benefits, a majority of studies have been reported that there is rarely clinical or oncologic superiority of robotic surgery for rectal cancer compared to conventional laparoscopic surgery. In addition, robotic rectal surgery showed significantly higher costs than the standard method. Hence, the cost-effectiveness of robotic rectal surgery is still questionable. In order for robotic rectal surgery to further develop in the field of minimally invasive surgery, there should be an obvious cost-effective advantages over laparoscopic surgery, and it is crucial that large-scale prospective randomized trials are required. Positive competition of industries in correlation with technological development may gradually reduce the price of the robotic system, and it will be helpful to increase the cost-effectiveness of robotic rectal surgery.
Cost-Benefit Analysis
;
Human Engineering
;
Industrial Development
;
Laparoscopy
;
Methods
;
Minimally Invasive Surgical Procedures
;
Pelvis
;
Prospective Studies
;
Rectal Neoplasms
;
Robotic Surgical Procedures
8.Postoperative delirium in elderly patients with critical limb ischemia undergoing major leg amputation: a retrospective study.
Young Hee SHIN ; Jin Sun YOON ; Hee Jung JEON ; Youngbae B KIM ; Young Soo KIM ; Ju Young PARK
Korean Journal of Anesthesiology 2018;71(4):311-316
BACKGROUND: Critical limb ischemia has been identified as a risk factor for the incidence of postoperative delirium in elderly patients. Limb amputation is the last option in critical limb ischemia treatments. We investigated the incidence and predisposing factors of postoperative delirium in patients undergoing major leg amputation. METHODS: From January 2012 to December 2016, 121 patients aged over 60 years who had undergone major leg amputation were enrolled in this study. Various factors related to the patients’ outcomes were assessed, including demographic, preoperative laboratory, anesthetic, surgical, and postoperative indicators. RESULTS: Twenty two patients were excluded and 99 patients were assigned to either the delirium group or no delirium group. Forty of them (40%) developed a delirium during 30 days postoperatively. Univariate analysis implied that end-stage renal disease on hemodialysis, alcohol consumption, C-reactive protein, staying in an intensive care unit (ICU), duration of an ICU stay, occurrence of complications, and mortality during six months, were the factors that accounted for significant differences between the two groups. In multivariate analysis, three factors were significantly related to the development of delirium: mortality during six months (odds ratio [OR] = 13.86, 95% CI [2.10–31.90]), alcohol (OR = 8.18, 95% CI [1.13–16.60]), and hemodialysis (OR = 4.34, 95% CI [2.06–93.08]). CONCLUSIONS: Approximately 40% of the elderly patients suffered from postoperative delirium in major leg amputation. Identifying those with risk factors for postoperative delirium and intervening at the early stage will be of great benefit in major leg amputations for the elderly population.
Aged*
;
Alcohol Drinking
;
Amputation*
;
C-Reactive Protein
;
Causality
;
Delirium*
;
Extremities*
;
Humans
;
Incidence
;
Intensive Care Units
;
Ischemia*
;
Kidney Failure, Chronic
;
Leg*
;
Mortality
;
Multivariate Analysis
;
Renal Dialysis
;
Retrospective Studies*
;
Risk Factors
9.Application of Artificial Intelligence in Capsule Endoscopy: Where Are We Now?.
Youngbae HWANG ; Junseok PARK ; Yun Jeong LIM ; Hoon Jai CHUN
Clinical Endoscopy 2018;51(6):547-551
Unlike wired endoscopy, capsule endoscopy requires additional time for a clinical specialist to review the operation and examine the lesions. To reduce the tedious review time and increase the accuracy of medical examinations, various approaches have been reported based on artificial intelligence for computer-aided diagnosis. Recently, deep learning–based approaches have been applied to many possible areas, showing greatly improved performance, especially for image-based recognition and classification. By reviewing recent deep learning–based approaches for clinical applications, we present the current status and future direction of artificial intelligence for capsule endoscopy.
Artificial Intelligence*
;
Capsule Endoscopy*
;
Classification
;
Diagnosis
;
Endoscopy
;
Specialization
10.The Application of DNA Chip Technology to Identify Herbal Medicines: an Example from the Family Umbelliferae.
Pil Ho KIM ; Jisoo PARK ; Yeong Shik KIM ; Youngbae SUH
Natural Product Sciences 2015;21(3):185-191
Comparative molecular analysis has been frequently adopted for the authentication of herbal medicines as well as the identification of botanical origins. Roots and rhizomes of the family Umbelliferae have been used as traditional herbal medicines to relieve various symptoms such as inflammation, neuralgia and paralysis in countries of East Asia. Since most herbal medicines of the Umbelliferae roots or rhizomes are generally supplied in the form of dried slices, morphological examination does not often provide sufficient evidence to identify the botanical origin. Using species-specific probes developed by the comparative analysis of nrDNA ITS sequences, a DNA chip was developed to identify herbal medicines for 13 species in the Umbelliferae. The developed DNA Chip proves its potential as a rapid, sensitive and effective tool for authenticating herbal medicines in future.
Apiaceae*
;
DNA*
;
Far East
;
Humans
;
Inflammation
;
Neuralgia
;
Oligonucleotide Array Sequence Analysis*
;
Paralysis
;
Rhizome

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