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DOI 10.3390/diagnostics16132005

Медицинская библиотека · Diagnostics (Basel, Switzerland) · 2026

Evaluating the Performance of the TOP100 Tool in Detecting Key Small Bowel Findings at Capsule Endoscopy.

Devanand Aishwarya, Caranfil Cristina, Moore Michaela, Nandi Nicoletta, Tai Foong Way David, Hale Melissa, Bentley Christian, Thurston Victoria, Healy Ailish, McAlindon Mark E, Sidhu Reena

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Аннотация

Background/

Objectives

Capsule endoscopy (CE) is a non-invasive tool for evaluating small bowel pathology, but prolonged reading times can lead to reader fatigue. Artificial intelligence-integrated reading software has shown promise to overcome this. This study assesses the diagnostic performance of TOP100 against standard human reading (SR) across different clinical indications.

Methods

A retrospective single-centre cohort study was conducted at a tertiary referral centre, including patients who underwent PillCam™SB3 CE between January 2023 to August 2025. Initial reading was performed by expert CE readers (>1000 CE experience) considered as SR. Second blinded reading was performed with TOP100. CE findings from SR were compared with those from TOP100.

Results

A total of 1382 CE were identified, of which 1374 had complete examinations and TOP100 data for analysis. The most common indications were inflammatory bowel disease (IBD) (51.5%) and iron-deficiency anaemia (IDA) (25.0%). Diagnostic yield was significantly higher with SR than TOP100 (36.0% vs. 27.5%, p < 0.001). TOP100 demonstrated moderate sensitivity but high specificity; 64.0% and 99.0% for active bleeding, 58.2% and 97.5% for angiodysplasia. In overt bleeding and IDA, sensitivity, and specificity for P2 lesions were 61.0% and 94.3%, respectively. Overall sensitivity and specificity were 55.3% and 95.9% for ulcers, 43.1% and 89.0% for erosions. In IBD, ulcer detection was similar, while TOP100 sensitivity for erosions improved by 9.4%.

Conclusions

SR remains the reference standard for reading and reporting capsule endoscopies. However, TOP100 may be a useful adjunct to support interpretation and case prioritisation, especially in high-volume centres.

Для цитирования: Devanand Aishwarya, Caranfil Cristina, Moore Michaela, Nandi Nicoletta, Tai Foong Way David, Hale Melissa, Bentley Christian, Thurston Victoria, Healy Ailish, McAlindon Mark E, Sidhu Reena. Evaluating the Performance of the TOP100 Tool in Detecting Key Small Bowel Findings at Capsule Endoscopy.. Diagnostics (Basel, Switzerland). 2026. DOI: 10.3390/diagnostics16132005.
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