1.GI Genius increases small and right-sided adenoma and sessile serrated lesion detection rate when used with EndoCuff in a real-world setting: a retrospective United States study
Jeong Hoon KIM ; Jade WANG ; Colton PENCE ; Patrick MAGAHIS ; Enad DAWOD ; Felice SCHNOLL-SUSSMAN ; Reem Z. SHARAIHA ; David WAN
Clinical Endoscopy 2025;58(3):438-447
Background/Aims:
The real-world efficacy of computer-aided detection (CADe) systems, such as GI Genius (Medtronic), is unclear. We examined the colonoscopy metrics using CADe alone and with a mucosal exposure device (EndoCuff; Olympus) in a real-world setting.
Methods:
We retrospectively reviewed screening and surveillance colonoscopies before, during, and after CADe use in a large tertiary care center. Outcomes included the adenomas per colonoscopy (APC), sessile serrated lesions per colonoscopy, adenoma detection rate (ADR), sessile serrated lesion detection rate (SSLDR), advanced ADR, total polyp detection rate, and true histology rate. The ADR and SSLDR were further examined according to size, colon location, and EndoCuff use.
Results:
A total of 798 colonoscopies were performed, including 386 pre-CADe, 178 CADe, and 234 post-CADe. In cases where CADe was used with the EndoCuff, the 1 to 5 mm ADR increased from 36.3% (pre-CADe) to 52.1% (CADe) (p=0.01). The 1 to 5 mm SSLDR increased from 9.6% (pre-CADe) to 17.1% (CADe) (p=0.02). The right-sided ADR increased from 30.8% (pre-CADe) to 42.7% (CADe) (p=0.03). The right-sided SSLDR increased from 12.3% (pre-CADe) to 24.8% (CADe) (p<0.001). No significant changes were observed when only CADe was used. No differences were found in other outcome measures. Post-CADe metrics returned to pre-CADe levels.
Conclusions
GI Genius is useful for identifying small and right-sided polyps only when used with the EndoCuff.
2.Machine Learning-Based Computed Tomography-Derived Fractional Flow Reserve Predicts Need for Coronary Revascularisation Prior to Transcatheter Aortic Valve Implantation
Kai Dick David LEUNG ; Pan Pan NG ; Boris Chun Kei CHOW ; Keith Wan Hang CHIU ; Neeraj Ramesh MAHBOOBANI ; Yuet-Wong CHENG ; Eric Chi Yuen WONG ; Alan Ka Chun CHAN ; Augus Shing Fung CHUI ; Michael Kang-Yin LEE ; Jonan Chun Yin LEE
Cardiovascular Imaging Asia 2025;9(1):2-8
Objective:
Patients with severe symptomatic aortic stenosis are assessed for coronary artery disease (CAD) prior to transcatheter aortic valve implantation (TAVI) with treatment implications. Invasive coronary angiography (ICA) is the recommended modality but is associated with peri-procedural complications. Integrating machine learning (ML)-based computed tomography-derived fractional flow reserve (CT-FFR) into existing TAVI-planning CT protocol may aid exclusion of significant CAD and thus avoiding ICA in selected patients.
Materials and Methods:
A single-center, retrospective study was conducted, 41 TAVI candidates with both TAVI-planning CT and ICA performed were analyzed. CT datasets were evaluated by a ML-based CT-FFR software. Beta-blocker and nitroglycerin were not administered in these patients. The primary outcome was to identify significant CAD. The diagnostic performance of CT-FFR was compared against ICA.
Results:
On per-patient level, the sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV) and diagnostic accuracy were 89%, 94%, 80%, 97% and 93%, respectively. On per-vessel level, the sensitivity, specificity, PPV, NPV and diagnostic accuracy were 75%, 94%, 67%, 96% and 92%, respectively. The area under the receiver operative characteristics curve per individual coronary vessels yielded overall 0.90 (95% confidence interval 85%–95%). ICA may be avoided in up to 80% of patients if CT-FFR results were negative.
Conclusion
ML-based CT-FFR can provide accurate screening capabilities for significant CAD thus avoiding ICA. Its integration to existing TAVI-planning CT is feasible with the potential of improving the safety and efficiency of pre-TAVI CAD assessment.
3.GI Genius increases small and right-sided adenoma and sessile serrated lesion detection rate when used with EndoCuff in a real-world setting: a retrospective United States study
Jeong Hoon KIM ; Jade WANG ; Colton PENCE ; Patrick MAGAHIS ; Enad DAWOD ; Felice SCHNOLL-SUSSMAN ; Reem Z. SHARAIHA ; David WAN
Clinical Endoscopy 2025;58(3):438-447
Background/Aims:
The real-world efficacy of computer-aided detection (CADe) systems, such as GI Genius (Medtronic), is unclear. We examined the colonoscopy metrics using CADe alone and with a mucosal exposure device (EndoCuff; Olympus) in a real-world setting.
Methods:
We retrospectively reviewed screening and surveillance colonoscopies before, during, and after CADe use in a large tertiary care center. Outcomes included the adenomas per colonoscopy (APC), sessile serrated lesions per colonoscopy, adenoma detection rate (ADR), sessile serrated lesion detection rate (SSLDR), advanced ADR, total polyp detection rate, and true histology rate. The ADR and SSLDR were further examined according to size, colon location, and EndoCuff use.
Results:
A total of 798 colonoscopies were performed, including 386 pre-CADe, 178 CADe, and 234 post-CADe. In cases where CADe was used with the EndoCuff, the 1 to 5 mm ADR increased from 36.3% (pre-CADe) to 52.1% (CADe) (p=0.01). The 1 to 5 mm SSLDR increased from 9.6% (pre-CADe) to 17.1% (CADe) (p=0.02). The right-sided ADR increased from 30.8% (pre-CADe) to 42.7% (CADe) (p=0.03). The right-sided SSLDR increased from 12.3% (pre-CADe) to 24.8% (CADe) (p<0.001). No significant changes were observed when only CADe was used. No differences were found in other outcome measures. Post-CADe metrics returned to pre-CADe levels.
Conclusions
GI Genius is useful for identifying small and right-sided polyps only when used with the EndoCuff.
4.GI Genius increases small and right-sided adenoma and sessile serrated lesion detection rate when used with EndoCuff in a real-world setting: a retrospective United States study
Jeong Hoon KIM ; Jade WANG ; Colton PENCE ; Patrick MAGAHIS ; Enad DAWOD ; Felice SCHNOLL-SUSSMAN ; Reem Z. SHARAIHA ; David WAN
Clinical Endoscopy 2025;58(3):438-447
Background/Aims:
The real-world efficacy of computer-aided detection (CADe) systems, such as GI Genius (Medtronic), is unclear. We examined the colonoscopy metrics using CADe alone and with a mucosal exposure device (EndoCuff; Olympus) in a real-world setting.
Methods:
We retrospectively reviewed screening and surveillance colonoscopies before, during, and after CADe use in a large tertiary care center. Outcomes included the adenomas per colonoscopy (APC), sessile serrated lesions per colonoscopy, adenoma detection rate (ADR), sessile serrated lesion detection rate (SSLDR), advanced ADR, total polyp detection rate, and true histology rate. The ADR and SSLDR were further examined according to size, colon location, and EndoCuff use.
Results:
A total of 798 colonoscopies were performed, including 386 pre-CADe, 178 CADe, and 234 post-CADe. In cases where CADe was used with the EndoCuff, the 1 to 5 mm ADR increased from 36.3% (pre-CADe) to 52.1% (CADe) (p=0.01). The 1 to 5 mm SSLDR increased from 9.6% (pre-CADe) to 17.1% (CADe) (p=0.02). The right-sided ADR increased from 30.8% (pre-CADe) to 42.7% (CADe) (p=0.03). The right-sided SSLDR increased from 12.3% (pre-CADe) to 24.8% (CADe) (p<0.001). No significant changes were observed when only CADe was used. No differences were found in other outcome measures. Post-CADe metrics returned to pre-CADe levels.
Conclusions
GI Genius is useful for identifying small and right-sided polyps only when used with the EndoCuff.
5.Comprehensive characterization of genomic features and clinical outcomes following targeted therapy and secondary cytoreductive surgery in OCCC: a single center experience
Silvana Talisa WIJAYA ; Natalie YL NGOI ; Jerold WZ LOH ; Tuan Zea TAN ; Diana LIM ; Irfan Sagir KHAN ; Yee Liang THIAN ; Alexa LAI ; Bertrand WL ANG ; Pearl TONG ; Joseph NG ; Jeffrey JH LOW ; Arunachalam ILANCHERAN ; Siew Eng LIM ; Yi Wan LIM ; David SP TAN
Journal of Gynecologic Oncology 2024;35(5):e69-
Objective:
Ovarian clear cell carcinoma (OCCC) is associated with chemoresistance. Limited data exists regarding the efficacy of targeted therapies such as immune checkpoint inhibitors (ICI) and bevacizumab, and the role of secondary cytoreductive surgery (SCS).
Methods:
We retrospectively analyzed genomic features and treatment outcomes of 172 OCCC patients treated at our institution from January 2000 to May 2022. Next-generation sequencing (NGS) was performed where sufficient archival tissue was available.
Results:
64.0% of patients were diagnosed at an early stage, and 36.0% at an advanced stage.Patients with advanced/relapsed OCCC who received platinum-based chemotherapy plus bevacizumab followed by maintenance bevacizumab had a median first-line progressionfree survival (PFS) of 12.2 months, compared with 9.3 months for chemotherapy alone (hazard ratio=0.69; 95% confidence interval [CI]=0.33, 1.45). In 27 patients who received an ICI, the overall response rate was 18.5% and median duration of response was 7.4 months (95% CI=6.5, 8.3). In 17 carefully selected patients with fewer than 3 sites of relapse, median PFS was 35 months (95% CI=0, 73.5) and median overall survival was 96.8 months (95% CI=44.6, 149.0) after SCS. NGS on 58 tumors revealed common mutations in ARID1A (48.3%), PIK3CA (46.6%), and KRAS (20.7%). Pathogenic alterations in PIK3CA, FGFR2, and NBN were associated with worse survival outcomes. Median tumor mutational burden was 3.78 (range, 0–16). All 26 patients with available loss of heterozygosity (LOH) scores had LOH <16%.
Conclusion
Our study demonstrates encouraging outcomes with bevacizumab and ICI, and SCS in select relapsed OCCC patients. Prospective trials are warranted.
6.Comprehensive characterization of genomic features and clinical outcomes following targeted therapy and secondary cytoreductive surgery in OCCC: a single center experience
Silvana Talisa WIJAYA ; Natalie YL NGOI ; Jerold WZ LOH ; Tuan Zea TAN ; Diana LIM ; Irfan Sagir KHAN ; Yee Liang THIAN ; Alexa LAI ; Bertrand WL ANG ; Pearl TONG ; Joseph NG ; Jeffrey JH LOW ; Arunachalam ILANCHERAN ; Siew Eng LIM ; Yi Wan LIM ; David SP TAN
Journal of Gynecologic Oncology 2024;35(5):e69-
Objective:
Ovarian clear cell carcinoma (OCCC) is associated with chemoresistance. Limited data exists regarding the efficacy of targeted therapies such as immune checkpoint inhibitors (ICI) and bevacizumab, and the role of secondary cytoreductive surgery (SCS).
Methods:
We retrospectively analyzed genomic features and treatment outcomes of 172 OCCC patients treated at our institution from January 2000 to May 2022. Next-generation sequencing (NGS) was performed where sufficient archival tissue was available.
Results:
64.0% of patients were diagnosed at an early stage, and 36.0% at an advanced stage.Patients with advanced/relapsed OCCC who received platinum-based chemotherapy plus bevacizumab followed by maintenance bevacizumab had a median first-line progressionfree survival (PFS) of 12.2 months, compared with 9.3 months for chemotherapy alone (hazard ratio=0.69; 95% confidence interval [CI]=0.33, 1.45). In 27 patients who received an ICI, the overall response rate was 18.5% and median duration of response was 7.4 months (95% CI=6.5, 8.3). In 17 carefully selected patients with fewer than 3 sites of relapse, median PFS was 35 months (95% CI=0, 73.5) and median overall survival was 96.8 months (95% CI=44.6, 149.0) after SCS. NGS on 58 tumors revealed common mutations in ARID1A (48.3%), PIK3CA (46.6%), and KRAS (20.7%). Pathogenic alterations in PIK3CA, FGFR2, and NBN were associated with worse survival outcomes. Median tumor mutational burden was 3.78 (range, 0–16). All 26 patients with available loss of heterozygosity (LOH) scores had LOH <16%.
Conclusion
Our study demonstrates encouraging outcomes with bevacizumab and ICI, and SCS in select relapsed OCCC patients. Prospective trials are warranted.
7.Comprehensive characterization of genomic features and clinical outcomes following targeted therapy and secondary cytoreductive surgery in OCCC: a single center experience
Silvana Talisa WIJAYA ; Natalie YL NGOI ; Jerold WZ LOH ; Tuan Zea TAN ; Diana LIM ; Irfan Sagir KHAN ; Yee Liang THIAN ; Alexa LAI ; Bertrand WL ANG ; Pearl TONG ; Joseph NG ; Jeffrey JH LOW ; Arunachalam ILANCHERAN ; Siew Eng LIM ; Yi Wan LIM ; David SP TAN
Journal of Gynecologic Oncology 2024;35(5):e69-
Objective:
Ovarian clear cell carcinoma (OCCC) is associated with chemoresistance. Limited data exists regarding the efficacy of targeted therapies such as immune checkpoint inhibitors (ICI) and bevacizumab, and the role of secondary cytoreductive surgery (SCS).
Methods:
We retrospectively analyzed genomic features and treatment outcomes of 172 OCCC patients treated at our institution from January 2000 to May 2022. Next-generation sequencing (NGS) was performed where sufficient archival tissue was available.
Results:
64.0% of patients were diagnosed at an early stage, and 36.0% at an advanced stage.Patients with advanced/relapsed OCCC who received platinum-based chemotherapy plus bevacizumab followed by maintenance bevacizumab had a median first-line progressionfree survival (PFS) of 12.2 months, compared with 9.3 months for chemotherapy alone (hazard ratio=0.69; 95% confidence interval [CI]=0.33, 1.45). In 27 patients who received an ICI, the overall response rate was 18.5% and median duration of response was 7.4 months (95% CI=6.5, 8.3). In 17 carefully selected patients with fewer than 3 sites of relapse, median PFS was 35 months (95% CI=0, 73.5) and median overall survival was 96.8 months (95% CI=44.6, 149.0) after SCS. NGS on 58 tumors revealed common mutations in ARID1A (48.3%), PIK3CA (46.6%), and KRAS (20.7%). Pathogenic alterations in PIK3CA, FGFR2, and NBN were associated with worse survival outcomes. Median tumor mutational burden was 3.78 (range, 0–16). All 26 patients with available loss of heterozygosity (LOH) scores had LOH <16%.
Conclusion
Our study demonstrates encouraging outcomes with bevacizumab and ICI, and SCS in select relapsed OCCC patients. Prospective trials are warranted.
8.Standardization and Validation of the Korean Version of Demoralization Scale-II (DS-II-Kr) in Cancer Patients
Min JHON ; Seon-Young KIM ; Jae-Min KIM ; Sung-Wan KIM ; Il-Seon SHIN ; Ju-Yeon LEE ; Jung-Jae LEE ; Sae-Rom GWAK ; David W. KISSANE
Journal of Korean Neuropsychiatric Association 2022;61(2):90-97
Objectives:
Demoralization, which results from the inability to cope, is characterized by hopelessness, helplessness, and loss of the meaning and purpose of life. Although demoralization is prevalent in patients with chronic illness, including cancer, a Korean version of the scale has not been developed and validated. Thus, we translated into Korean and validated a version of the Demoralization Scale-II (DS-II-Kr) for cancer patients.
Methods:
This cross-sectional study recruited cancer patients and survivors who visited a mental health clinic in a cancer hospital. Internal consistency, test-retest reliability, and concurrent validity of DS-II-Kr were assessed. Additionally, the construct validity of two sub-factors was evaluated using confirmatory factor analysis. The optimal DS-II-Kr cut-off point was determined by logistic regression analysis based on the distress cut-off in the Hospital Anxiety-Depression Scale (HADS).
Results:
This study included 105 participants. The mean and standard deviation for total DS-IIKr scores were 11.9 and 7.6, respectively. The scale demonstrated good internal consistency and test-retest reliability. Goodness-of-fit analysis was moderate for the Meaning and Purpose subscale, and a good fit was found for the Distress and Coping Ability subscale. The DS-II-Kr cut-off value based on HADS was 10 (≤10 vs. >10).
Conclusion
The DS-II-Kr is a useful tool for assessing demoralization in clinical and research settings. However, further studies are needed to confirm the optimal DS-II-Kr cut-off score. External validation in other populations is also needed.
10.Development of a Non-Invasive Liver Fibrosis Score Based on Transient Elastography for Risk Stratification in Patients with Type 2 Diabetes
Chi-Ho LEE ; Wai-Kay SETO ; Kelly IEONG ; David T.W. LUI ; Carol H.Y. FONG ; Helen Y. WAN ; Wing-Sun CHOW ; Yu-Cho WOO ; Man-Fung YUEN ; Karen S.L. LAM
Endocrinology and Metabolism 2021;36(1):134-145
Background:
In non-alcoholic fatty liver disease (NAFLD), transient elastography (TE) is an accurate non-invasive method to identify patients at risk of advanced fibrosis (AF). We developed a diabetes-specific, non-invasive liver fibrosis score based on TE to facilitate AF risk stratification, especially for use in diabetes clinics where TE is not readily available.
Methods:
Seven hundred sixty-six adults with type 2 diabetes and NAFLD were recruited and randomly divided into a training set (n=534) for the development of diabetes fibrosis score (DFS), and a testing set (n=232) for internal validation. DFS identified patients with AF on TE, defined as liver stiffness (LS) ≥9.6 kPa, based on a clinical model comprising significant determinants of LS with the lowest Akaike information criteria. The performance of DFS was compared with conventional liver fibrosis scores (NFS, FIB-4, and APRI), using area under the receiver operating characteristic curve (AUROC), sensitivity, specificity, positive and negative predictive values (NPV).
Results:
DFS comprised body mass index, platelet, aspartate aminotransferase, high-density lipoprotein cholesterol, and albuminuria, five routine measurements in standard diabetes care. Derived low and high DFS cut-offs were 0.1 and 0.3, with 90% sensitivity and 90% specificity, respectively. Both cut-offs provided better NPVs of >90% than conventional fibrosis scores. The AUROC of DFS for AF on TE was also higher (P<0.01) than the conventional fibrosis scores, being 0.85 and 0.81 in the training and testing sets, respectively.
Conclusion
Compared to conventional fibrosis scores, DFS, with a high NPV, more accurately identified diabetes patients at-risk of AF, who need further evaluation by hepatologists.

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