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Background: Artificial intelligence (AI) has emerged as a tool to potentially increase the efficiency and efficacy of cardiovascular care and improve clinical outcomes. This study aims to provide an overview of applications of AI in cardiac surgery., Methods: A systematic literature search on AI applications in cardiac surgery from inception to February 2024 was conducted. Articles were then filtered based on the inclusion and exclusion criteria and the risk of bias was assessed. Key findings were then summarized., Results: A total of 81 studies were found that reported on AI applications in cardiac surgery. There is a rapid rise in studies since 2020. The most popular machine learning technique was random forest (n = 48), followed by support vector machine (n = 33), logistic regression (n = 32), and eXtreme Gradient Boosting (n = 31). Most of the studies were on adult patients, conducted in China, and involved procedures such as valvular surgery (24.7%), heart transplant (9.4%), coronary revascularization (11.8%), congenital heart disease surgery (3.5%), and aortic dissection repair (2.4%). Regarding evaluation outcomes, 35 studies examined the performance, 26 studies examined clinician outcomes, and 20 studies examined patient outcomes., Conclusion: AI was mainly used to predict complications following cardiac surgeries and improve clinicians' decision-making by providing better preoperative risk assessment, stratification, and prognostication. While the application of AI in cardiac surgery has greatly progressed in the last decade, further studies need to be conducted to verify accuracy and ensure safety before use in clinical practice., (© 2024 International Society of Surgery/Société Internationale de Chirurgie (ISS/SIC).)

Evans syndrome (ES) is a rare autoimmune disorder characterised by autoimmune haemolytic anaemia (AIHA), immune thrombocytopenia and autoimmune neutropenia. The precise pathogenesis of ES remains unclear, but it is believed to involve immune-mediated destruction of erythrocytes and platelets. Thrombotic complications, such as stroke, are critical yet largely unrecognised in ES. Here, we present a case of an 80-year-old male with ES who developed multiple strokes, emphasising the complex management challenges associated with this condition. The patient, known for stage IIB lung adenocarcinoma, presented with right-sided weakness and was diagnosed with a stroke of undetermined aetiology. He was started on warfarin for secondary prevention alongside intravenous immunoglobulin (IVIG) and corticosteroids for ES. Stroke in ES is rarely reported, and the optimal management remains inconclusive due to its rarity. The patient's management was guided by existing guidelines for stroke prevention and anticoagulation in the setting of antiphospholipid syndrome. While anticoagulants are recommended for venous thromboembolism prophylaxis in AIHA, there are no clear guidelines for stroke prevention in ES. This case underscores the necessity of individualised treatment approaches and highlights the gaps in evidence regarding stroke management in ES. Future research is essential to determine the optimal management of stroke in this complex clinical scenario., Learning Points: Evans syndrome is a rare autoimmune disorder characterised by the coexistence of autoimmune haemolytic anaemia and immune thrombocytopenia, which potentially increase venous and arterial thrombotic risk.Managing strokes in Evans syndrome remains challenging due to its rarity and lack of definitive guidelines, necessitating individualised treatment approaches.Future prospective studies are warranted to determine the optimal patient population that needs secondary prevention with anticoagulants following a stroke in the context of Evans syndrome., Competing Interests: Conflicts of Interests: The Authors declare that there are no competing interests., (© EFIM 2024.)

Purpose: Preliminary evidence suggests a potential effect of antiviral medication used during the acute COVID-19 phase for preventing long-COVID. This review investigates if having received pharmacological treatment during acute SARS-CoV-2 infection may reduce the risk of long-COVID., Methods: MEDLINE, CINAHL, PubMed, EMBASE, Web of Science databases, as well as medRxiv/bioRxiv preprint servers were searched up to July 15th, 2023. Articles comparing the presence of long-COVID symptoms between individuals who received or not a specific medication, particularly antivirals, during the acute phase of SARS-CoV-2 infection were included. Methodological quality was assessed using the Newcastle-Ottawa Scale or Cochrane's Risk of Bias (Rob) tool., Results: From 517 studies identified, 6 peer-reviewed studies and one preprint met all inclusion criteria. The sample included 2683 (n = 4) hospitalized COVID-19 survivors and 307,409 (n = 3) non-hospitalized patients. The methodological quality was high in 71% of studies (n = 5/7). Two studies investigating the effects of Nirmaltrevir/Ritonavir and three studies the effect of Remdesivir reported conflicting results on effectiveness for preventing long-COVID. Three studies investigating the effects of other medication such as Dexamethasone (n = 2) or Metformin (n = 1) found positive results of these medications for preventing long-COVID., Conclusion: Available evidence about the effect of medication treatment with antivirals during acute COVID-19 and reduced risk of developing long-COVID is conflicting. Heterogeneous evidence suggests that Remdesivir or Nirmaltrevir/Ritonavir could have a potential protective effect for long-COVID. A limited number of studies demonstrated a potential benefit of other medications such as Dexamethasone or Metformin, but more studies are needed., (© 2023. The Author(s), under exclusive licence to Springer-Verlag GmbH Germany.)

Atypical lymphoplasmacytic and immunoblastic proliferation (ALPIBP) was first reported in 1984 as characteristic histological findings in lymph nodes associated with autoimmune diseases, but it has not been clearly defined to date. To summarize the histological characteristics and clinical diagnoses associated with ALPIBP, we searched MEDLINE and EMBASE for all peer-reviewed articles using keywords including "atypical lymphoplasmacytic and immunoblastic lymphadenopathy" from their inception to December 27, 2023. We also summarized the courses of three cases with a pathological diagnosis of ALPIBP. Nine articles with 52 cases were included. Among the total of 55 cases, including the three from our institution, the median age of the cases was 63.5 years with a female predominance (69.5%). Lymphadenopathy was generalized in 65.6% and regional in 34.4% of cases. RA (24.4%), SLE (24.4%), and autoimmune hemolytic anemia (20.0%), were common clinical diagnoses. A combination of cytotoxic chemotherapy was used in 15.6% of cases due to the suspicion of malignancy. Nodal T-follicular helper cell lymphoma, angioimmunoblastic type, methotrexate-associated lymphoproliferative disorders, and IgG4-related diseases were listed as important diseases that need to be pathologically differentiated from ALPIBP. This review summarizes the current understanding of the characteristics of ALPIBP. Given that underrecognition of ALPIBP could lead to overdiagnosis of hematological malignancy and unnecessary treatment, increased awareness of the condition in pathologists and clinicians is crucial.