Colonoscopy
Recorded colonoscopy read: polyps with optical diagnosis, BBPS, caecal intubation, withdrawal time.
Recorded cystoscopy read: papillary tumours and suspicious flat lesions, mapped with key frames.
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Cystoscopy reads a recorded examination of the bladder, as video or as the stills captured during it. Cystoscopy is the core test in the work-up of haematuria and in follow-up after bladder cancer treatment, and the lesions most often overlooked are small papillary tumours and flat areas of carcinoma in situ.
The run follows the recording frame by frame, detects papillary tumours and suspicious flat lesions, and tracks each one across the frames in which it appears so it is reported once. Every lesion comes with a best key frame, the first and last timestamp at which it is visible, and its place in a lesion map of the bladder that the urologist can use to plan resection or biopsy.
Decision support after the procedure: a second look at a surveillance or diagnostic cystoscopy, especially for less-experienced operators, and a key-frame record of what was seen for the patient file and for comparison at the next visit.
Urologists, urology residents and nurse cystoscopists, and units that keep cystoscopy recordings for surveillance programmes. Developers use the run to attach structured lesion findings and key frames to a urology reporting system.
| Requirement | Why |
|---|---|
| Filled, rinsed bladder in view | Folds, debris and blood hide flat lesions and small tumours |
| Systematic survey of all walls | A lesion can only be mapped if the recording shows it |
| Frame rate in the video file | Lesion timestamps and tracks depend on it |
| Steady views of each suspicious area | Flat lesions are judged on close, stable frames |
The indication (visible or non-visible haematuria, surveillance after resection, intravesical therapy) and prior
tumour history can be passed in clinical_context; the guidance and draft report use them.
| Section | Content |
|---|---|
| Bladder tumours | Papillary tumours and suspicious flat lesions, each with a track, key frame, first and last timestamp and position in the lesion map |
| Draft report | Opt-in (options.report): an English narrative that interprets the result for the reader (findings, impression, limitations); every number is checked against the findings |
Findings, key frames and the timeline arrive in one JSON result, with each lesion linked to the frames it was detected on.
Procedure, DiagnosticReport and Observation; SNOMED CT coding of procedure, finding and site.One run returns every section its input supports.
Colonoscopy
Recorded colonoscopy read: polyps with optical diagnosis, BBPS, caecal intubation, withdrawal time.
Capsule Endoscopy
Capsule study read: bleeding sources, lesions with Saurin relevance, transit times and key frames.
Upper GI Endoscopy (EGD)
Gastroscopy read: station completeness, LA grade, Barrett's extent and gastric neoplasia flags.
Bronchoscopy
Recorded bronchoscopy read: endobronchial tumours and mucosal abnormalities, located by airway.
Laparoscopic Surgery Video
Recorded laparoscopy review: phase timeline, critical view of safety, instruments and anatomy masks.
Laryngoscopy and Stroboscopy
Laryngoscopy and stroboscopy read: vocal-fold lesions and glottal-area segmentation with waveform.