Chest X-ray
Chest radiograph read: urgent flags, findings with boxes, device tips, CTR and interval change.
Videofluoroscopic swallow read: PAS per bolus, aspiration frames, hyoid and UES motion, residue.
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Swallow Study reads a videofluoroscopic swallow study (VFSS), also called a modified barium swallow, run by run. Each cine run is one bolus; the run follows the bolus, the hyoid bone and the upper oesophageal sphincter (UES) through every frame, and marks when material enters the laryngeal vestibule or passes below the vocal folds.
For each bolus it returns the penetration and aspiration events with their frame ranges and a Penetration–Aspiration Scale score, then the worst score of the study. Dynamic measurements (hyoid excursion, UES opening, transit times and residue left in the pharynx) describe how the swallow is impaired, not only its outcome.
Decision support for the clinician who reviews the study, usually a speech-language pathologist with a radiologist. Reading a VFSS frame by frame is slow, and brief aspiration events are easy to miss at normal playback. The run points to the frames that matter and fills in the scores that guide diet and therapy.
Speech-language pathologists, radiologists, ENT surgeons, stroke and rehabilitation physicians, and teams caring for head-and-neck cancer and frail elderly patients. Developers can attach the run to a fluoroscopy archive or a dysphagia clinic record.
| Requirement | Why |
|---|---|
| Frame rate of 15 fps or more | Penetration and aspiration can last only a few frames |
CineRate or FrameTime |
Transit times and event timing are computed from the frame clock |
| Lateral projection | The laryngeal vestibule, vocal folds and UES are judged on the lateral view |
| Bolus consistency per run | Scores are reported per consistency; IDDSI levels are the expected labels |
| Collimation including the oral cavity to the cervical oesophagus | Oral transit, pharyngeal residue and UES opening need the whole pathway |
Low frame rates, tight collimation and swallows split across runs are flagged in the result.
The indication (stroke, head-and-neck cancer, progressive neurological disease), current diet and the IDDSI level of
each bolus can be given in clinical_context.
A JSON result with a bolus[] list (consistency, PAS score, frame range) and the two sections below; key frames and
segmentation masks come with every event.
| Section | Content |
|---|---|
| Penetration and aspiration | Events per bolus with frame ranges, PAS score 1–8 per bolus and the worst PAS of the study |
| Swallow kinematics | Bolus, hyoid and UES segmentation; hyoid excursion, UES opening, oral and pharyngeal transit times and residue |
| 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 |
PAS 1 means no material enters the airway. Scores 2 to 5 describe penetration into the laryngeal vestibule and 6 to 8 aspiration below the vocal folds; within each group the score depends on the depth reached and on whether the material is ejected. PAS 8 is silent aspiration: material below the vocal folds with no effort to eject it. The study-level score is the worst bolus.
One run returns every section its input supports.
Chest X-ray
Chest radiograph read: urgent flags, findings with boxes, device tips, CTR and interval change.
Musculoskeletal X-ray
Bone and joint radiograph read: fractures, dislocations, bone age, osteoarthritis and alignment.
Abdominal X-ray
Abdominal film read: bowel gas pattern, free air, radio-opaque stones and swallowed objects.
NICU Radiograph
Neonatal babygram read: umbilical line and tube tips by vertebral level, plus NEC signs.
Spine X-ray
Spine radiograph read: scoliosis curves, vertebral fractures, sagittal balance and slip grades.
DXA (Bone Densitometry)
DXA read: T-scores by ISCD rules, VFA fractures, aortic calcification and body composition.