Colonoscopy
Recorded colonoscopy read: polyps with optical diagnosis, BBPS, caecal intubation, withdrawal time.
Laryngoscopy and stroboscopy read: vocal-fold lesions and glottal-area segmentation with waveform.
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Laryngoscopy and Stroboscopy reads recorded examinations of the larynx: flexible or rigid laryngoscopy, and stroboscopic or high-speed recordings of the vibrating vocal folds. These are the examinations behind the work-up of hoarseness and of suspected laryngeal cancer.
The run returns two kinds of result. On laryngoscopy frames it flags vocal-fold lesions: nodules, polyps, cysts, leukoplakia and lesions suspicious for malignancy, each with a key frame. On stroboscopy or high-speed video it segments the glottal area, the opening between the vocal folds, in every frame, and turns the area over time into a glottal area waveform from which glottic function measurements are computed.
Decision support after the examination: structured lesion flags for the ENT report and a quantified view of vocal-fold vibration for voice assessment and follow-up after therapy or surgery. Every lesion flag links to its key frame, and recordings from repeat visits give waveforms that can be set side by side.
Otolaryngologists, laryngologists and phoniatricians, speech and language therapists who work with stroboscopy, and voice clinics that track patients over time. Researchers and developers use the glottis masks and waveforms for voice analysis at scale.
| Requirement | Why |
|---|---|
| Vocal folds fully in view | Lesion flags and the glottal area need both folds unobstructed |
| Stroboscopy or high-speed recording for function | Vocal-fold vibration is too fast to follow in plain video |
| True frame rate preserved in the file | Waveform timing is computed from it |
| Laryngoscopy frames with good light and focus | Leukoplakia and small lesions are judged on surface detail |
Symptoms and their duration, voice use, smoking history and prior laryngeal surgery or therapy can be passed in
clinical_context; they shape the guidance and the draft report.
| Section | Content |
|---|---|
| Laryngeal lesions | Vocal-fold nodules, polyps, cysts, leukoplakia and suspected malignancy, with key frames |
| Glottis segmentation | Glottal-area mask per frame, glottal area waveform and glottic function measurements |
| 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 |
Masks, waveforms and lesion flags come back together in one JSON result, with each value linked to the frames it was measured on.
Procedure, DiagnosticReport and Observation; SNOMED CT codes for finding and anatomic 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.
Cystoscopy
Recorded cystoscopy read: papillary tumours and suspicious flat lesions, mapped with key frames.
Laparoscopic Surgery Video
Recorded laparoscopy review: phase timeline, critical view of safety, instruments and anatomy masks.