AI-assisted diagnostic summary · for clinical review
Pneumonia
Right-lower-lobe consolidation consistent with bacterial pneumonia. Costophrenic blunting noted.
The prediction is attributed primarily to the right lower lobe, with supporting activation at the costophrenic angle. Upper lung fields contributed negligibly.
Imaging demonstrates focal consolidation in the right lower lobe with associated costophrenic blunting, a pattern consistent with community-acquired bacterial pneumonia. The model reports high confidence (94.2%) and the Grad-CAM attribution aligns with the radiographic finding. Correlation with clinical presentation and inflammatory markers is recommended; consider follow-up imaging after a course of treatment.
This is an AI-assisted decision-support summary and is not a substitute for clinical judgement. A qualified clinician must review and sign off.