Quick revision ↓ Medical Dictionary
Deep Learning — Module 11
Connect the clinical question to modality choice, image appearances, limitations and the next decision.
Survey the whole image
Check coverage and projection, then inspect bowel gas, soft-tissue outlines, calcifications, bones and visible lung bases. An abdominal radiograph provides limited information about many organs despite being quick to obtain. Gas distribution must be interpreted with symptoms and prior surgery. A normal film does not exclude appendicitis, ischemia or many other urgent causes of pain, and should not end assessment when the patient is deteriorating.
Obstruction and ileus patterns
Dilated bowel loops, abnormal gas distribution and air-fluid levels may suggest obstruction, but ileus can overlap. Small-bowel folds can extend across the lumen, whereas colonic haustra usually do not; distension and anatomy can make these distinctions difficult. A plain film may not define the cause or determine bowel viability. CT can often identify a transition and complications when clinically appropriate and safe.
Free gas and perforation
Gas outside the bowel can indicate perforation, with subdiaphragmatic gas visible on a suitable upright image. Small amounts may be missed, and postoperative or procedural gas has a different context. Do not assume that absence of free gas excludes perforation. CT is more sensitive in many settings and can help identify the source, but resuscitation and urgent surgical assessment should continue when clinical signs are concerning.
Inflammation and ischemia
Appendicitis, diverticulitis and mesenteric ischemia require different imaging strategies according to age, pregnancy, stability and local expertise. Contrast enhancement and vascular timing can be important for suspected ischemia. Bowel wall thickening is nonspecific and may reflect infection, inflammation, edema or reduced perfusion. Clinical history, distribution and associated signs help interpretation; no isolated descriptor can safely replace a differential diagnosis.
Act on the result
An image suggesting obstruction with possible ischemia or perforation needs timely communication to the treating team. A nondiagnostic ultrasound or technically limited CT should be acknowledged rather than reported informally as nothing found. If the clinical picture changes after imaging, reconsider the assessment. Reports should answer the urgent question and identify significant uncertainty, allowing clinicians to integrate imaging with examination and physiological trends.
High-Yield Revision
- A normal abdominal radiograph does not exclude an acute abdomen.
- CT may show cause and complications beyond bowel dilation.
- Perforation can occur without visible free gas on a plain film.
Common Exam & Concept Pitfalls
- Bowel wall thickening is nonspecific.
- Postoperative gas requires timing and clinical context.
Sources & Further Reading
Curriculum and reference review: 25 September 2026. These original notes teach foundational imaging concepts and clinical reasoning. Interpretation of real studies and procedures requires supervised training. International guidance supports the principles below; local pathways, resources and authorized supervision govern patient care. Faculty review is pending.
- Choosing examinations: ACR Appropriateness Criteria
- Modality foundations: NIH NIBIB resources on CT, MRI and ultrasound
- Safety: IAEA Radiation Protection of Patients · ACR/RSNA RadiologyInfo on contrast materials, MRI safety and ionizing radiation
- Chest and vascular questions: Chest radiography and its limitations · Pulmonary embolism imaging
- Abdominal and urinary questions: Body CT · ACR acute flank pain criteria summary
- Neurological questions: Stroke imaging · Brain MRI
- Pelvic and pediatric questions: ACR acute pelvic pain criteria summary · ACOG adnexal torsion and Doppler limitations · Intussusception imaging and treatment
- Breast assessment: ACR palpable breast mass criteria summary · Mammography
- Nuclear medicine: Understanding a PET-CT report · EANM/SNMMI FDG imaging in infection and inflammation
- Image-guided procedures: Catheter angiography · Lung biopsy
- Reporting: ACR/RSNA guide to radiology reports
