Artificial intelligence in thoracic surgery: past, present, perspective and limits.

Artificial intelligence (AI) technology is becoming prevalent in many areas of everyday life. The healthcare industry is concerned by it even though its widespread use is still limited. Thoracic surgeons should be aware of the new opportunities that could affect their daily practice, by direct use of AI technology or indirect use via related medical fields (radiology, pathology and respiratory medicine). The objective of this article is to review applications of AI related to thoracic surgery and discuss the limits of its application in the European Union. Key aspects of AI will be developed through clinical pathways, beginning with diagnostics for lung cancer, a prognostic-aided programme for decision making, then robotic surgery, and finishing with the limitations of AI, the legal and ethical issues relevant to medicine. It is important for physicians and surgeons to have a basic knowledge of AI to understand how it impacts healthcare, and to consider ways in which they may interact with this technology. Indeed, synergy across related medical specialties and synergistic relationships between machines and surgeons will likely accelerate the capabilities of AI in augmenting surgical care.

Exogenous surfactant attenuates lung injury from gastric-acid aspiration during ex vivo reconditioning in pigs.

BACKGROUND: Lung injury (LI) due to gastric-acid aspiration is associated with poor posttransplantation outcomes. We investigated the effects of ex vivo lung perfusion (EVLP) reconditioning and surfactant administration on LI due to gastric-acid aspiration. METHODS: Thirty piglets were allocated at random to five groups: the lungs were studied 24 hr after gastric juice-induced LI of the left lower lobe (LLL), LI followed by EVLP (4 hr), or LI followed by LLL surfactant lavage immediately before EVLP; sham animals were studied 24 hr after saline infusion alone or followed by EVLP. Gross anatomy, hemodynamics, and aerodynamics were evaluated; neutrophil and bacterial counts were determined in bronchoalveolar lavage (BAL) fluid and blood. LLLs were evaluated based on a semi-quantitative histologic score, apoptotic cell death (TUNEL), and inflammatory cytokine levels. RESULTS: The sham and sham-EVLP groups were not significantly different. Compared with sham, LI animals had irreversible atelectasis, higher lung infection rates (P<0.0001) and BAL neutrophil percentages (P<0.0001), lower PaO2 (P=0.0006), higher IL-1 (P=0.022) and IL-8 (P=0.006), higher apoptotic cell percentages (P=0.007), and worse histologic severity scores (P<0.0001). EVLP alone did not improve these findings. Adding surfactant before EVLP returned PaO2, pulmonary vascular resistance, and apoptotic-cell percentage to sham-EVLP values but only partially improved the histologic severity score. CONCLUSION: Local surfactant infusion immediately before EVLP improved the function of donor lungs injured by gastric juice aspiration. This strategy may hold promise for decreasing the shortage of donor lungs.