Bias in algorithms of AI systems developed for COVID-19: A scoping review.

To analyze which ethically relevant biases have been identified by academic literature in artificial intelligence (AI) algorithms developed either for patient risk prediction and triage, or for contact tracing to deal with the COVID-19 pandemic. Additionally, to specifically investigate whether the role of social determinants of health (SDOH) have been considered in these AI developments or not. We conducted a scoping review of the literature, which covered publications from March 2020 to April 2021. ​Studies mentioning biases on AI algorithms developed for contact tracing and medical triage or risk prediction regarding COVID-19 were included. From 1054 identified articles, 20 studies were finally included. We propose a typology of biases identified in the literature based on bias, limitations and other ethical issues in both areas of analysis. Results on health disparities and SDOH were classified into five categories: racial disparities, biased data, socio-economic disparities, unequal accessibility and workforce, and information communication. SDOH needs to be considered in the clinical context, where they still seem underestimated. Epidemiological conditions depend on geographic location, so the use of local data in studies to develop international solutions may increase some biases. Gender bias was not specifically addressed in the articles included. The main biases are related to data collection and management. Ethical problems related to privacy, consent, and lack of regulation have been identified in contact tracing while some bias-related health inequalities have been highlighted. There is a need for further research focusing on SDOH and these specific AI apps.

Intususcepción gastroduodenal como presentación de un tumor del estroma gastrointestinal gástrico / Gastroduodenal intussusception as a presentation of gastric gastrointestinal stromal tumor

Objetivo Presentar un caso de GIST con presentación clínica poco usual. Caso clínico Presentamos una paciente de género femenino, de 70 años, con 5 días de dolor en hemiabdomen superior y vómitos; se le diagnóstica por TC de abdomen y pelvis con contraste una intususcepción gastroduodenal. Se ingresa a pabellón; confirmando diagnóstico, se realiza gastrectomía subtotal más Y de Roux. La biopsia diferida con inmunohistoquímica confirma un GIST gástrico con 2 mitosis cada 50 campos. Se decide manejo conservador y control anual con endoscopia digestiva alta. Buena evolución.

Aim To present a case of GIST with unusual clinical presentation. Case report We present a 70-year old female patient with 5 days of upper abdominal pain and vomiting, being diagnosed with a gastroduodenal intussusceptions by contrasted CT scan. She was admitted to the operating room, confirming the diagnosis and a subtotal gastrectomy with Roux-en-Y reconstruction was performed. A deferred biopsy with immunohistochemical confirmed GIST with 2 mitoses/50 high-powerfields. Conservative management was proposed and annual control with upper endoscopy decided. Satisfactory evolution.