Overview of artificial intelligence in point-of-care ultrasound. New horizons for respiratory system diagnoses.

Throughout the past decades ultrasonography did not prove to be a procedure of choice if regarded as part of the routine bedside examination. The reason was the assumption defining the lungs and the bone structures as impenetrable by ultrasound. Only during the recent several years has the approach to the use of such tool in clinical daily routines changed dramatically to offer so-called point-of-care ultrasonography (POCUS). Both vertical and horizontal artefacts became valuable sources of information about the patient's clinical condition, assisting therefore the medical practitioner in differential diagnosis and monitoring of the patient. What is important is that the information is delivered in real time, and the procedure itself is non-invasive. The next stage marking the progress made in this area of diagnostic imaging is the development of arti-ficial intelligence (AI) based on machine learning algorithms. This article is intended to present the available, innovative solutions of the ultrasound systems, including Smart B-line technology, to ensure automatic identification process, as well as interpretation of B-lines in the given lung area of the examined patient. The article sums up the state of the art in ultrasound artefacts and AI applied in POCUS.

Predictors of outcomes of patients ≥ 80 years old admitted to intensive care units in Poland - a post-hoc analysis of the VIP2 prospective observational study.

INTRODUCTION: Elderly patients pose a significant challenge to intensive care unit (ICU) clinicians. In this study we attempted to characterise the population of patients over 80 years old admitted to ICUs in Poland and identify associations between clinical features and short-term outcomes. MATERIAL AND METHODS: The study is a post-hoc analysis of the Polish cohort of the VIP2 European prospective observational study enrolling patients > 80 years old admitted to ICUs over a 6-month period. Data including clinical features, clinical frailty scale (CFS), geriatric scales, interventions within the ICU, and outcomes (30-day and ICU mortality and length of stay) were gathered. Univariate analyses comparing frail (CFS > 4) to non-frail patients and survivors to non-survivors were performed. Multivariable models with CFS, activities of daily living score (ADL), and the cognitive decline questionnaire IQCODE as predictors and ICU or 30-day mortality as outcomes were formed. RESULTS: A total of 371 patients from 27 ICUs were enrolled. Frail patients had significantly higher ICU (58% vs. 44.45%, P = 0.03) and 30-day (65.61% vs. 54.14%, P = 0.01) mortality compared to non-frail counterparts. The survivors had significantly lower SOFA score, CFS, ADL, and IQCODE than non-survivors. In multivariable analysis CFS (OR 1.15, 95% CI: 1.00-1.34) and SOFA score (OR 1.29, 95% CI: 1.19-1.41) were identified as significant predictors for ICU mortality; however, CFS was not a predictor for 30-day mortality ( P = 0.07). No statistical significance was found for ADL, IQCODE, polypharmacy, or comorbidities. CONCLUSIONS: We found a positive correlation between CFS and ICU mortality, which might point to the value of assessing the score for every patient admitted to the ICU. The older Polish ICU patients were characterised by higher mortality compared to the other European countries.

Ultrasonographic Applications of Novel Technologies and Artificial Intelligence in Critically Ill Patients.

The diagnostic process in Intensive Care Units has been revolutionized by ultrasonography and accelerated by artificial intelligence. Patients in critical condition are often sonoanatomically challenging, with time constraints being an additional stress factor. In this paper, we describe the technology behind the development of AI systems to support diagnostic ultrasound in intensive care units. Among the AI-based solutions, the focus was placed on systems supporting cardiac ultrasound, such as Smart-VTI, Auto-VTI, SmartEcho Vue, AutoEF, Us2.ai, and Real Time EF. Solutions to assist hemodynamic assessment based on the evaluation of the inferior vena cava, such as Smart-IVC or Auto-IVC, as well as to facilitate ultrasound assessment of the lungs, such as Smart B-line or Auto B-line, and to help in the estimation of gastric contents, such as Auto Gastric Antrum, were also discussed. All these solutions provide doctors with support by making it easier to obtain appropriate diagnostically correct ultrasound images by automatically performing time-consuming measurements and enabling real-time analysis of the obtained data. Artificial intelligence will most likely be used in the future to create advanced systems facilitating the diagnostic and therapeutic process in intensive care units.

Artificial Intelligence-Supported Ultrasonography in Anesthesiology: Evaluation of a Patient in the Operating Theatre.

Artificial intelligence has now changed regional anesthesia, facilitating, therefore, the application of the regional block under the USG guidance. Innovative technological solutions make it possible to highlight specific anatomical structures in the USG image in real time, as needed for regional block. This contribution presents such technological solutions as U-Net architecture, BPSegData and Nerveblox and the basis for independent assisting systems in the use of regional blocks, e.g., ScanNav Anatomy PNB or the training system NeedleTrainer. The article describes also the systems integrated with the USG devices, such as Mindray SmartNerve or GE cNerve as well as the robotic system Magellan which substantially increases the patient's safety, time needed for the regional block and quality of the procedure. All the solutions presented in this article facilitate the performance of regional blocks by less experienced physicians and appear as an excellent educational tool which, at the same time, improves the availability of the more and more popular regional anesthesia. Will, therefore, artificial intelligence replace physicians in regional block procedures? This seems unlikely. It will, however, assist them in a significant manner, contributing to better effectiveness and improved safety of the patient.

Prevalence of life-sustaining treatment limitations in Polish very old intensive care patients (VIPs). A post-hoc analysis of two prospective observational studies.

PURPOSE: Several initiatives have recently focused on raising awareness about limitations of treatment in Poland. We aimed to assess if the propensity to limit LST among elderly patients in 2018-2019 increased compared to 2016-2017. METHODS: We analysed Polish cohorts from studies VIP1 (October 2016 - May 2017) and VIP2 (May 2018 - May 2019) that enrolled critical patients aged >80. We collected data on demographics, clinical features limitations of LST. Primary analysis assessed factors associated with prevalence of limitations of LST, A secondary analysis explored differences between patients with and without limitations of LST. RESULTS: 601 patients were enrolled. Prevalence of LST limitations was 16.1% in 2016-2017 and 20.5% in 2018-2019. No difference was found in univariate analysis (p = 0.22), multivariable model showed higher propensity towards limiting LST in the 2018-2019 cohort compared to 2016-2017 cohort (OR 1.07;95%CI, 1.01-1.14). There was higher mortality and a longer length of stay of patients with limitations of LST compared to the patients without limitations of LST. (11 vs. 6 days, p = 0.001). CONCLUSIONS: The clinicians in Poland have become more proactive in limiting LST in critically ill patients ≥80 years old over the studied period, however the prevalence of limitations of LST in Poland remains low.

Echocardiography and Ultrasound Committee statement for the accreditation programme in point-of-care ultrasonography in Poland.

Ultrasonography is becoming an essential part of the management of critically ill patients. There has been a sufficient body of evidence to support the incorporation of point-of-care ultrasound (POCUS) in anaesthesia and intensive care medicine training programme. Recently the European Society of Intensive Care Medicine reco-gnized POCUS as an essential skill for European Intensive Care Medicine specialists and updated Competency Based Training in Intensive Care (CoBaTrICe). Following European training standards, the Ultrasound and Echocardiography Committee of the Polish Society of Anaesthesiology and Intensive Therapy issued this Position Statement for recommendations for the accreditation process in POCUS in Poland.

A randomized comparison between the VivaSight double-lumen tube and standard double-lumen tube intubation in thoracic surgery patients.

Background: Thoracic surgery often demands separation of ventilation between the lungs. It is achieved with double-lumen tubes (DLTs), video double-lumen tubes (VDLTs) or bronchial blockers. We tested the hypothesis that intubation with the VivaSight double-lumen tube would be easier and faster than with a standard DLT. Methods: Seventy-one adult patients undergoing thoracic procedures that required general anaesthesia and one-lung ventilation (OLV) were enrolled in this randomized, prospective study. Patients were randomly assigned to procedure of intubation with a standard DLT or VDLT. The collected data included: patients' demographics, surgery information, anthropometric tests used for difficult intubation prediction, specifics of intubation procedure, tube placement, fiberoptic bronchoscopy (FOB) use, lung separation, trachea temperature, and reported complications of intubation. Results: For DLTs compared to video-double lumen tubes, intubation time was significantly longer (125 vs. 44 s; P<0.001), intubation graded harder (P<0.05) and FOB use was more prevalent [8 (20.5%) vs. 0; P<0.05]. Conclusions: The use of VDLTs when compared with standard-double lumen tubes offers reduced intubation time and is relatively easier. Also, the reduced need for fibreoptic bronchoscopy may improve the cost-effectiveness of VDLT use. In addition, constant visualization of the airways during the procedure allows to quickly correct or even prevent the tube malposition. Trial Registration: ClinicalTrials.gov Identifier: NCT04101734.

Cardiac Arrest after Small Doses Ropivacaine: Local Anesthetic Systemic Toxicity in the Course of Continuous Femoral Nerve Blockade.

BACKGROUND: The paper presents a case report of an episode of local anesthetic systemic toxicity (LAST) with cardiac arrest after continuous femoral nerve blockade. CASE REPORT: A 74-year-old patient burdened with hypertension and osteoarthritis underwent elective total knee replacement surgery. After surgery, a continuous femoral nerve blockade was performed and an infusion of a local anesthetic (LA) was started using an elastomeric pump. Five hours after surgery, the patient had an episode of generalized seizures followed by cardiac arrest. After resuscitation, spontaneous circulation was restored. In the treatment, 20% lipid emulsion was used. On day two of the ICU stay, the patient was fully cardiovascularly and respiratorily stable without neurological deficits and was discharged to the orthopedic department to continue treatment. CONCLUSION: Systemic toxicity of LA is a serious and potentially fatal complication of the use of LA in clinical practice. It should be noted that in nearly 40% of patients, LAST deviates from the classic and typical course and may have an atypical manifestation, and the first symptoms may appear with a long delay, especially when continuous blockades are used. Therefore, the proper supervision of the patient and the developed procedure in the event of LAST is undoubtedly important here.

Fascial plane blocks for breast surgery - current state of knowledge.

Breast surgeries belong to the most frequently performed procedures and are often associated with a high intensity of pain in the postoperative period. Regional anesthesia techniques, and paravertebral block, have been the gold standard of postoperative pain management for major breast cancer surgeries. In recent years, the development of new techniques of regional anesthesiology, which is due to the extensive implementation of ultrasound imaging, has enabled the use of a number of new blockades. The "new players" in regional anesthesiology include numerous fascial plane blocks. Fascial plane blocks are often technically easier and less invasive compared to, for example, paravertebral blockade. The core mechanism of action in fascial blocks consists in blocking the nerve structures that supply a certain area of the trunk after deposition of local anesthetic (LA) within the fascial and fasciomuscular compartments. In addition to direct nerve blockade, there are other potential mechanisms of analgesia such as systemic effects. This idea differs from the traditional concept of nerve and plexus blocks, but it should be remembered that the final effect of a fascial plane block and its extent can be extremely variable across individual cases. According to the current state of knowledge, an alternative to paravertebral blockade may be PECS blockade. The available options also include erector spinae plane block (ESPB) and serratus plane block (SPB), however their recommendation in breast surgery requires more extensive scientific evidence.

Lung Ultrasound Examination in Patients with SARS-CoV-2 Infection: Multicenter Study.

BACKGROUND: The COVID-19 pandemic has, by necessity, contributed to rapid advancements in medicine. Owing to the necessity of following strict anti-epidemic sanitary measures when taking care of infected patients, the accessibility of standard diagnostic methods may be limited. Consequently, the significance and potential of bedside diagnostic modalities increase, including lung ultrasound (LUS). METHOD: Multicenter registry study involving adult patients with confirmed COVID-19, for whom LUS was performed. RESULTS: A total of 228 patients (61% males) qualified for the study. The average age was 60 years (±14), 40% were older than 65 years of age. In 130 from 173 hospitalized patients, HRCT (high-resolution computed tomography) was performed. In 80% of patients, LUS findings indicated interstitial pneumonia. In hospitalized patients multifocally located single B-lines, symmetrical B-lines, and areas of white lung were significantly more frequent as compared to ambulatory patients. LUS findings, both those indicating interstitial syndrome and consolidations, were positively correlated with HRCT images. As compared to HRCT, the sensitivity and specificity of LUS in detecting interstitial pneumonia were 97% and 100%, respectively. CONCLUSIONS: As compared to HRCT, LUS is characterized by a very high sensitivity and specificity in detecting interstitial pneumonia in COVID-19 patients. Potentially, LUS can be a particularly useful diagnostic modality for COVID-19 patients pneumonia.

Effectiveness of Fascia Iliaca Compartment Block after Elective Total Hip Replacement: A Prospective, Randomized, Controlled Study.

OBJECTIVE: An assessment of the feasibility of fascia iliaca compartment block (FICB) combined with nonopioid analgesics and patient controlled analgesia (PCA), oxycodone, in the perioperative anaesthetic management for elective total hip replacement (THR). DESIGN: A randomised, single-center, open-label study. SETTING: A single hospital. The study was conducted from October 2018 to May 2019. PARTICIPANTS: In total, 109 patients were scheduled for elective total hip replacement. INTERVENTIONS: Postoperative FICB with 0.375% ropivacaine in conjunction with nonopioid analgesics (paracetamol, metamizole, and pregabalin) and oxycodone as rescue analgesia. MEASUREMENTS: Pain intensity was measured using the Numeric Pain Rating Scale (NRS) at rest and during rehabilitation, the total dose of postoperative oxycodone required, the occurrence of opioid-related adverse events, patient hospitalisation time, and level of satisfaction. Follow-up period: 48 h. MAIN RESULTS: A total of 109 patients were randomised into two groups and, of these, 9 were subsequently excluded from the analysis (three conversions to general anaesthesia, two failures to perform FICB, four failures to use the PCA pump). Patients in the FICB group received standard intravenous analgesia with FICB, and those in the control group were managed with standard intravenous analgesia only. Pain level measured with NRS was significantly lower at rest and during rehabilitation in the FICB group. Oxycodone use in the first 48 h was significantly higher in the control group (p < 0.001); additionally, the time to the first dose of rescue analgesia was significantly shorter (p < 0.001). In the control group, there was a higher rate of side effects and a significantly longer hospitalisation time (p < 0.001). Similarly, higher satisfaction with the applied analgesic treatment was noted in the FICB group. CONCLUSIONS: FICB in elective THR treatments is an effective form of analgesia, which reduces the need for opioids, the number of complications, the length of hospitalisation, and which ensures a high level of patient satisfaction with the analgesic treatment used. TRIAL REGISTRATION: ClinicalTrials.gov No. NCT04690647.

Adjuvants in peripheral nerve blocks - the current state of knowledge.

Regional anaesthetic techniques are an indispensable element of acute and postoperative pain management. The benefits of regional blocks are particularly noticeable in trauma and orthopaedic, joint reconstruction or thoracic surgical procedures. Depending on the local anaesthetic (LA) used, the duration of analgesia is limited to a maximum of 12-16 hours. There are several methods affecting the prolongation of analgesia, e.g. continuous techniques with catheters, liposomal forms of LAs or adjuvants. Due to numerous limitations and problems associated with the use of continuous techniques, lack of approval or availability of liposomal LAs, the optimal measure to prolong the duration of postoperative analgesia is the use of adjuvants. The present study aims to collect and systematise the current knowledge about the most common adjuvants used for nerve / plexus blockades and intravenous regional anaesthesia.

Consensus of the Study Group for Point-of-Care Lung Ultrasound in the intensive care management of COVID-19 patients.

Respiratory failure is a dominating medical issue in the severe course of COVID-19. Both at the stage of diagnostics prior to admission to the intensive care unit and during the monitoring of lesion evolution, diagnostic imaging techniques may significantly influence clinical decisions. Although computed tomography remains the gold standard for diagnosing lung diseases, its usefulness for infected, critically ill patients has been largely limited during the pandemic. Reports from those countries in which the healthcare systems were most seriously overloaded with patients with COVID-19-induced pneumonia stress the key role of point-of-care lung ultrasound performed by clinicians first during preliminary diagnostics and then while monitoring disease dynamics. This consensus, worked out by an interdisciplinary team of specialists forming the Study Group for Point-of-Care Lung Ultrasound in the Intensive Care Management of COVID-19 Patients, presents a broad spectrum of aspects regarding the analysed issue. Its concise form is meant to serve clinicians who perform ultrasound as a straightforward and informative guide.

Ultrasound assessment of gastric emptying and the risk of aspiration of gastric contents in the perioperative period.

The risk of aspiration of gastric contents in the perioperative period constitutes a serious clinical problem and it is connected with increased mortality. At present, the risk of aspiration is assessed only on the basis of an interview and information obtained from the patient. Such assessment is not always reliable while the concomitance of some additional factors influencing the delay of gastric emptying significantly decreases its sensitivity. Using bedside ultrasound imaging in an assessment of gastric contents is a method which supports an objective, simple and quick assessment of the risk of aspiration, helps one to optimise perioperative anaesthetic management, and should constitute a routine element of the perioperative patient assessment.

Clinical implication of gastrointestinal bleeding in degenerative aortic stenosis: an update.

Gastrointestinal (GI) bleeding due to colonic angiodysplasias can be associated with calcifying aortic stenosis (AS). GI angiodysplasias and AS are defined as chronic degenerative disorders, and the prevalence of both diseases increases with age. Moreover, degenerative AS is associated with increased destruction of high molecular weight multimers of von Willebrand factor which can promote bleeding from intestinal angiodysplasias. The coincidence of gastrointestinal bleeding angiodysplasias and AS has been known for many years as Heyde's syndrome. Aortic valve replacement is the first line therapy for advanced stage AS-patients, but can also be an effective treatment for co-existent bleeding angiodysplasias and acquired von Willebrand disease. In this study, we tried to collect as well as systemized data about the etiopathogenesis of AS coagulation abnormalities and diagnostic, clinical and therapeutic implications of AS-patient with GI angiodysplasias.