Lung cancer currently has the greatest mortality rate of cancer patients of all sexes in the United States (Torre et al., 2016). Low-dose CT scans are utilized for lung cancer screening in patients who fall within the NLST entry criteria (Sanchez-Salcedo et al., 2015). The original criteria for screening were age over 55 and pack-year over 30, which were recently changed to age 50 and pack-year over 20 in 2021. The study population in this paper utilized the original criteria. A system developed and copyrighted by the American College of Radiology (ACR) referred to as the Lung CT Screening Reporting and Data System (Lung-RADS) has implemented a standardized method of classifying and interpreting lung cancer chest CT screening results. Lung-RADS has a scoring system which is scaled 1 – 4x (Pinsky et al., 2015) The likelihood of malignancy based on nodule appearance, diameter, and presence of growth comprise the components of which score is given (Chung et al., 2017). Lung-RADS 2 scored nodules are benign nodules and patients follow up for another CT in a year. Lung-RADS 3 nodules are probably benign nodules; however, they do have a low-risk of malignancy. It is known that a select few of these relatively benign appearing nodules will turn out to be malignant. Lung-RADS 4 nodules have a >5% chance of malignancy and can be confirmed through pathology. In this project, a retrospective chart review analyzing patient demographics and pulmonary health history will be correlated to lung-RADS risk likelihood of malignancy. Machine learning will also be utilized to study and analyze radiographic factors associated with the sample. The CT scans of patients who previously scored in an intermediate category will be compiled and analyzed to determine potential common demographical, clinical and radiomic factors which will hopefully allow intermediately categorized nodule indicators to be used to detect cancers earlier and to more accurately classify lesions into benign or malignant categories. In all, the goal of this research is to determine common clinical, demographic and radiomic factors of patients who were deemed intermediate risk and then progressed to a higher categorization. The importance of expanding current risk factors for discrimination of benign from malignant will also be analyzed, along with those specific risk-factors within Lung-RADS intermediately categorized nodules. The characteristics and baseline co-morbidities of RADS 2 and 3 lung cancer patients by follow-up CT results, progression to RADS-4 on follow-up CT and lung cancer diagnosis will be compiled and exemplified.

Presented here is an examination of the issues surrounding the analysis of lung sounds and their display. The project is aimed at providing a visual representation of the information that a physician gleans from auscultation of the lungs. Such a tool would be of benefit to those who are hearing impaired and also in teaching auscultation. A second goal is to provide a tool that will allow the examination and quantification of lung sounds thus permitting linkage between the acoustic events and their physical causes. The project is divided into two tasks. The first is the isolation of the wheezes and crackles; the second is their display. The isolation problem is difficult due to the variance in the frequency characteristics of the sounds; wheezes may appear anywhere in a two thousand hertz band and crackles also display a varying spectrum. The difficulty in separation is further compounded by the spectral overlap of the two. These problems preclude any 'simple' filter solution. In order to separate the sounds, filtering methods based on exploiting the statistical differences namely the stationarity of the wheeze and non-stationarity of the crackle are utilized. Of the several methods attempted, the most promising was the Adaptive Line Enhancement process when driven by the Least Mean Squares adaptive algorithm. An important criteria for being able to display the sounds was to access their temporal information. Accomplishing this with the standard short time Fourier transform precludes adequate resolution to identify the frequency characteristics of crackles. Display of the crackle information was facilitated by the use of high resolution time-frequency methods based on Cohen's Class of time-frequency representations. These methods are able to simultaneously provide high time and frequency resolution. A method for automatic adjustment of the parameters involved in the process was developed in order to yield the best display possible. / Thesis / Master of Engineering (ME)

No / Improved understanding of the involvement of matrix metalloproteinases (MMPs), including membrane-type MMPs (MT-MMPs), in human tumours has potential diagnostic, prognostic and therapeutic implications. We assessed the relationship between MT-MMP expression and clinicopathological parameters in human non-small cell lung cancer (NSCLC) and histologically normal lung tissue by quantitative Real Time PCR (qRT-PCR). All MT-MMPs (MMPs 14-17, 24 and 25) were detected by qRT-PCR with significantly higher MMP-14, -15 and -17 expression observed in tumour relative to normal lung specimens. MMP-16 was undetectable in normal lung but expressed in 8% tumours. MMP-15 demonstrated significant overexpression in adenocarcinomas relative to squamous cell carcinomas and normal lung tissue. MMP-14 mRNA expression strongly correlated to MMP-14 proteolytic activity in preclinical tumour models, indicating that qRT-PCR may predict MMP-14 activity levels in NSCLC. These data suggest that MMP-14, -15 and -17 may be good markers of disease, or therapeutic targets for treatment of human NSCLC.

Bei ca. 10 bis 20 % aller Totgeburten wird autoptisch eine Lungenhypoplasie diagnostiziert. Nierenfehlbildungen, vorzeitiger Blasensprung, Hydrops fetalis und Skelettfehlbildungen sind häufige Ursachen eines Minderwuchses der Lunge, der immer mit einer schlechten Prognose einhergeht. Bis heute gibt es jedoch kein zuverlässiges Verfahren zur pränatalen Diagnose einer Lungenhypoplasie, die das geburtshilfliche Management erheblich erleichtern könnte. Bei Totgeburten wird eine Lungenhypoplasie pathologisch-anatomisch durch einen verminderten Lungen / Körpergewichts-Index (L/KG- Index) und einen verringerten Radial Alveolar Count (RAC) belegt. Ziel dieser Studie war es, ein sonographisches Verfahren zu validieren, mit dem man eine fetale Lungenhypoplasie schon während der Schwangerschaft diagnostizieren könnte. Die Untersuchung basierte auf gestationsaltersabhängigen Referenzwerten für verschiedene Biometrieparameter, die das fetale Lungenwachstum gut erfassen. Die aufgestellten Normkurven wurden hinsichtlich ihres prädiktiven Werts zur Vorhersage einer Lungenhypoplasie geprüft. Dazu wurden Messungen bei 39 Feten mit einem hohem Risiko zur Entwicklung einer Lungenhypoplasie zwischen der 17. und 30. SSW vorgenommen. Zur Auswertung gelangten nur die 29 Fälle, bei denen der Verdacht einer Lungenhypoplasie pathologisch-anatomisch belegt oder widerlegt wurde. Die Patienten wurden vier verschiedenen Krankheitsbildern zugeordnet: Vorzeitiger Blasensprung, Hydrothorax, Nierenfehlbildungen und Skelettfehlbildungen. Es wurden jeweils der anterior-posteriore und der seitliche Durchmessers in Höhe des Zwerchfells, des Vierkammerblicks und der Clavicula sowie die Lungenlänge gemessen. Untersuchungen in der Vierkammerblickebene hatten mit einer Sensitivität von 61 % und einer Spezifität von 75 % die höchsten prädiktiven Werte zur Vorhersage einer fetalen Lungenhypoplasie. Die Untersuchung in der VKB-Ebene hat den Vorteil, daß die Einstellung dieser Ebene bei Routineultraschalluntersuchungen während der Schwangerschaft durchgeführt wird und so in der Praxis am ehesten zur Anwendung kommt. Im Vergleich zur Literatur ist unser Verfahren auch in der Vierkammerblickebene zur pränatalen Diagnose einer Lungenhypoplasie relativ unzuverlässig. Messungen in der Clavicula- und der Zwerchfellebene und Messungen der Lungenlänge waren in dieser Untersuchung zur pränatalen Diagnose einer Lungenhypoplasie ungeeignet. Mit Sensitivitäten zwischen 13 % und 47 % stellten sie keine Hilfestellung zur Vorhersage eines Minderwuchses der fetalen Lunge dar. Die Aufschlüsselung der Feten in einzelne Krankheitsbilder erbrachte weitere Informationen. Dabei wurden nur die Messungen in der VKB-Ebene ausgewertet. Bei den Feten mit vorzeitigem Blasensprung, Hydrothorax und Skelettfehlbildungen lagen die Sensitivitäten zwischen 60 % und 100 % und waren mit den Ergebnissen aus der Literatur vergleichbar. Bei den Feten mit Nierenfehlbil-dungen waren die Ergebnisse mit Sensitivitäten von 27 % enttäuschend. Bei der Auswertung wurde deutlich, daß es von großer Bedeutung ist, sowohl den anterior-posterioren als auch den seitlichen Durchmesser zu messen, da nur so zuverlässig die Ausdehnung der Lunge zu erfassen ist. Insgesamt kann das biometrische Verfahren als einfache, gut reproduzierbare, nicht invasive und schnell durchzuführende Möglichkeit zur Untersuchung der fetalen Lunge bezeichnet werden. Es kann wichtige Hinweise geben, eine Lungenhypoplasie schon pränatal zu diagnostizieren. Eine sichere Einschätzung ist jedoch nicht möglich. Neben der Lungenbiometrie könnten evtl. auch Messungen der fetalen Atembewegungen, Messungen der Fruchtwassermenge und dopplersonographische Darstellung der Lungengefäße zur Diagnose beitragen. Letztendlich bleibt eine Lungenhypoplasie eine pathologisch-anatomische Diagnose, die nur durch Autopsie gesichert werden kann. Inwiefern hier neue Aspekte in die Diagnosestellung einbezogen werden können, bleibt zukünftigen Untersuchungen vorbehalten. / Evaluation of sonographic lung biometry as a method to diagnose lung hypoplasia prenatallyIn 10 to 20 % of all stillbirths lung hypoplasia can be diagnosed by autopsy. Causes for the underdevelopment of the lung, which indicates poor prognosis, are urinary tractanomalies, preterm rupture of membranes, hydrops fetalis and skeletal dysplasia. Up to now there is no reliable method to diagnose lung hypoplasia prenatally. In stillbirths lung hypoplasia is proven by autopsy by a decreased lung/body weight index and a low radial alveolar count (RAC). Aim of this study was to evaluate a sonographic method to diagnose lung hypoplasia during pregnancy. The examination was based on normograms for different biometrical parameters, which describe the fetal lung growth between the 15th and the 30th week gestation. The predictive value of the reference curves was determined. 39 fetuses at high risk for developing lung hypoplasia were examined sonographically between the 17th and 30th week gestation. Only the measurements of 29 fetuses, whose diagnosis was proven or disproven by autopsy, were evaluated. The patients were splitted into four groups: preterm rupture of membranes, hydrothorax, urinary tract anomalies and skeletal dysplasia. In each fetus seven different parameters were measured: the anterior-posterior and the transverse diameter at the level of the diaphragm, the four chamber view and the clavicula and additionally the lung length. The best results were found at the level of the four chamber view (sensitivity 61 % and specifity 75 %). An advantage of measurements at the level of the four chamber view is that this examination is performed in normal routine Ultrasound tests during pregnancy. So measurements in this plane could become most important in clinical life. In comparison to other published studies even at the level of the four chamber view our method was not reliable to predict fetal lung hypoplasia. Measurements at the level of the clavicula and of the diaphragm and measurements of the lung length were not useful to diagnose lung hypoplasia before birth. Sensitivities between 13 and 47 % were found. Splitting the fetuses into different etiological groups gave additional information. Only the measurements at the level of the four chamber view were evaluated. In the groups preterm rupture of membranes, hydrothorax and skeletal dysplasia sensitivities between 60 and 100 % were found. These results can be compared with published results. In the group urinary tract anomalies the result was disappointing (sensitivity 27 %). During the evaluation it could be seen easily that it was very important to measure the anterior-posterior as well as the transverse diameter. Only this technique gives the possibility to measure the whole extension of the lung. Summarizing: The biometrical method is a simple, easily reproducable, not invasive and quick possibility to examine the fetal lung. It can help to predict fetal lung hypoplasia. However a reliable diagnosis could not be made. In addition to lung biometry measurements of the the fetal breathing excursions, measurements of the amount of amniotic fluid and examination of the pulmonal circulation may be useful for a prenatal diagnosis. Up to now lung hypoplasia only can be proved by autopsy. It has to be examined in future studies, if any new aspects can help to find a prenatal diagnosis.

Lung transplantation is a treatment for patients with end stage lung disease; they will not survive without such surgery. A caregiver is essential for a patient to become eligible for a lung transplant and the caregiver plays an essential role in the transplant recipient’s care both before and after transplant surgery. Most caregiver research has been conducted on caregivers of persons with Alzheimer’s disease, dementia or on elderly patients, however, it is important to examine caregivers’ experiences caring for other patient groups with disabling conditions. Caregivers of transplant recipients are one such group. The purpose of this qualitative study, using a hermeneutic phenomenological approach, was to examine the lived experiences of caregivers of lung transplant recipients pre- and post-lung transplantation. The study used semi- structured, face to face, tape recorded in- depth interviews to document the experiences of a purposive sampling of 20 caregivers of lung transplant recipients. Interviews (English, Spanish) were transcribed verbatim and analyzed for emerging themes. The resulting 4 themes and 12 sub themes were: 1) Establishing the diagnosis; 2) Caregivers roles; 3) Caregivers psychological and psychosocial Issues; and 4) Support. The 12 sub themes were:1) Caregivers reaction to transplant option; 2) Caregivers’ lack of basic knowledge as related to lung transplant 3) Disease progression: Reality of unanticipated changes/fear of death; 4) Pre- transplant experiences; 5) Hospital course; 6) Home care; 7) Lifestyle changes and Social activities;8) Physical health and Emotional health ; 9) Financial and Employment issues;10) Family/Friends;11) Professional support; 12) Support groups. Study results demonstrated caregivers’ lack of knowledge about transplantation, dramatic changes in caregivers ‘family life, social activities, employment, and often financial status. Results also demonstrated a need for health care providers and policy makers to recognize caregivers’ stressful life changes and implement informational, psychological and emotional interventions and policies to assist these caregivers during their stressful and tedious experiences.

En démontrant sa capacité d’identifier les pneumothorax, de différencier les différentes causes d’insuffisance respiratoire chez les patients dyspnéiques et de confirmer la position d’un tube endotrachéal lors d’une intubation endotrachéale, l’échographie pulmonaire a pris une place prépondérante dans la prise en charge des patients de soins critiques. La majorité des études, notamment celles sur l’intubation endotrachéale, ont évalué la performance de cliniciens possédant une expérience considérable en échographie pulmonaire et souvent dans un cadre idéal permettant des examens d’une durée prolongée. Considérant la disponibilité grandissante de l’échographie ciblée lors des situations de stabilisation et de réanimation des patients de soins critiques, nous voulions évaluer la capacité d’un groupe de clinicien hétérogène en termes de formation échographique à identifier la présence ou l’absence de glissement pleural sur de courtes séquences (comparable à la durée probable d’un examen lors de condition de réanimation) d’échographie pulmonaire enregistrées chez des patients intubés. Un total de 280 courtes séquences (entre 4 et 7 secondes) d’échographie pulmonaire démontrant la présence ou l’absence de glissement pleural chez des patients intubés en salle d’opération ont été enregistrées puis présentées de façon aléatoire à deux groupes de cliniciens en médecine d’urgence. Le deuxième groupe avait la possibilité de s’abstenir advenant une incertitude de leur réponse. Nous avons comparé la performance selon le niveau de formation académique et échographique. Le taux moyen d’identification adéquate de la présence ou l’absence du glissement pleural par participant était de 67,5% (IC 95% : 65,7-69,4) dans le premier groupe et 73,1% (IC 95% : 70,7-75,5) dans le second (p<0,001). Le taux médian de réponse adéquate pour chacune des 280 séquences était de 74,0% (EIQ : 48,0-90,0) dans le premier groupe et 83,7% (EIQ : 53,3-96,2) dans le deuxième (p=0,006). Le taux d’identification adéquate de la présence ou absence d’un glissement pleural par les participants des deux groupes était nettement supérieur pour les séquences de l’hémithorax droit par rapport à celles de l’hémithorax gauche (p=0,001). Lorsque des médecins de formation académique et échographique variable utilisent de courtes séquences d’échographie pulmonaire (plus représentatives de l’utilisation réelle en clinique), le taux d’identification adéquate de la présence ou l’absence de glissement pleural est plus élevé lorsque les participants ont la possibilité de s’abstenir en cas de doute quant à leur réponse. Le taux de bonnes réponses est également plus élevé pour les séquences de l’hémithorax droit, probablement dû à la présence sous-jacente du cœur à gauche, la plus petite taille du poumon gauche et l’effet accru du pouls pulmonaire dans l’hémithorax gauche. Considérant ces trouvailles, la prudence est de mise lors de l’utilisation de l’identification du glissement pleural sur de courtes séquences échographique comme méthode de vérification de la position d’un tube endotrachéal lors d’une intubation endotrachéale, et ce, particulièrement pour l’hémithorax gauche. Aussi, une attention particulière devrait être mise sur la reconnaissance du pouls pulmonaire lors de l’enseignement de l’échographie pulmonaire. / The field of targeted lung ultrasound in critical care is in constant expansion. Its many proven use include pneumothorax diagnosis, differentiation of the different causes of acute dyspnoea and endotracheal intubation confirmation. These studies on endotracheal intubation evaluated sonographers with extensive ultrasound training using sometimes lengthy exam. Hence, with the growing presence of bedside lung ultrasound we devised a study to evaluate the capacity of a heterogeneous group of physicians, with different levels of ultrasound training, to correctly identify lung sliding on random short sequences of recorded thoracic ultrasound. 280 short ultrasound sequences (4 to 7 seconds) of present and absent lung sliding of intubated patients recorded in the operating room were randomly presented to 2 groups of physicians. Descriptive data, mean accuracy of each participant, as well as the rate of correct answers for each of the sequences was measured and compared for different subgroups. Participants in the second group where instructed that they could abstain from answering in uncertain cases. Mean accuracy was 67.5% (95%CI: 65.7-69.4) in the first group and 73.1% (95%CI: 70.7-75.5) in the second (p<0.001). When considering each sequence individually, median accuracy was 74.0% (IQR: 48.0-90.0) in the first group and 83.7% (IQR: 53.3-96.2) in the second (p=0.006). The rate of correct answer was higher for right hemithorax sequences (p=0.001). Accuracy in lung sliding identification is better when participants have the possibility to abstain themselves from answering in uncertain cases. It is also improved in the right hemithorax, probably owing to the presence of the heart and the lung pulse artefact in the left hemithorax. Considering our results, caution should be taken when using short ultrasound sequences for identifying lung sliding as a mean of confirming endotracheal intubation, particularly in the left hemithorax. Emphasis should also be put on knowledge and identification of the Lung pulse artefact when teaching chest ultrasound curriculum.

Diss. (sammanfattning) Linköping : Linköpings universitet, 2004. / Härtill 5 uppsatser.

Svenska socialstyrelsen presenterade år 2017 att lungcancer är den vanligaste cancerrelaterade dödsorsaken bland kvinnor i Sverige och den näst vanligaste bland män. Ett sätt att ta reda på om en patient har lungcancer är att en läkare studerar en tredimensionell-röntgenbild av en patients lungor. För att förebygga misstag som kan orsakas av den mänskliga faktorn är det möjligt att använda datorer och avancerade algoritmer för att upptäcka lungcancer. En nätverksmodell kan tränas att upptäcka detaljer och avvikelser i en lungröntgenbild, denna teknik kallas deep structural learning. Det är både tidskrävande och avancerat att skapa en sådan modell, det är därför viktigt att modellen tränas korrekt. Det finns flera studier som behandlar olika nätverksarkitekturer, däremot inte vad förbehandlingstekniken lung-segmentering kan ha för inverkan på en modell av denna signifikans. Därför ställde vi frågan: hur påverkas accuracy och loss hos en konvolutionell nätverksmodell när lung-segmentering appliceras på modellens tränings- och testdata? För att besvara frågan skapade vi flera modeller som använt, respektive, inte använt lung-segmentering. Modellernas resultat evaluerades och jämfördes, tekniken visade sig motverka överträning. Vi anser att denna studie kan underlätta för framtida forskning inom samma och liknande problemområde. / In the year of 2017 the Swedish social office reported the most common cancer related death amongst women was lung cancer and the second most common amongst men. A way to find out if a patient has lung cancer is for a doctor to study a computed tomography scan of a patients lungs. This introduces the chance for human error and could lead to fatal consequences. To prevent mistakes from happening it is possible to use computers and advanced algorithms for training a network model to detect details and deviations in the scans. This technique is called deep structural learning. It is both time consuming and highly challenging to create such a model. This discloses the importance of decorous training, and a lot of studies cover this subject. What these studies fail to emphasize is the significance of the preprocessing technique called lung segmentation. Therefore we investigated how is the accuracy and loss of a convolutional network model affected when lung segmentation is applied to the model’s training and test data? In this study a number of models were trained and evaluated on data where lung segmentation was applied, in relation to when it was not. The final conclusion of this report shows that the technique counteracts overfitting of a model and we allege that this study can ease further research within the same area of study.

En démontrant sa capacité d’identifier les pneumothorax, de différencier les différentes causes d’insuffisance respiratoire chez les patients dyspnéiques et de confirmer la position d’un tube endotrachéal lors d’une intubation endotrachéale, l’échographie pulmonaire a pris une place prépondérante dans la prise en charge des patients de soins critiques. La majorité des études, notamment celles sur l’intubation endotrachéale, ont évalué la performance de cliniciens possédant une expérience considérable en échographie pulmonaire et souvent dans un cadre idéal permettant des examens d’une durée prolongée. Considérant la disponibilité grandissante de l’échographie ciblée lors des situations de stabilisation et de réanimation des patients de soins critiques, nous voulions évaluer la capacité d’un groupe de clinicien hétérogène en termes de formation échographique à identifier la présence ou l’absence de glissement pleural sur de courtes séquences (comparable à la durée probable d’un examen lors de condition de réanimation) d’échographie pulmonaire enregistrées chez des patients intubés. Un total de 280 courtes séquences (entre 4 et 7 secondes) d’échographie pulmonaire démontrant la présence ou l’absence de glissement pleural chez des patients intubés en salle d’opération ont été enregistrées puis présentées de façon aléatoire à deux groupes de cliniciens en médecine d’urgence. Le deuxième groupe avait la possibilité de s’abstenir advenant une incertitude de leur réponse. Nous avons comparé la performance selon le niveau de formation académique et échographique. Le taux moyen d’identification adéquate de la présence ou l’absence du glissement pleural par participant était de 67,5% (IC 95% : 65,7-69,4) dans le premier groupe et 73,1% (IC 95% : 70,7-75,5) dans le second (p<0,001). Le taux médian de réponse adéquate pour chacune des 280 séquences était de 74,0% (EIQ : 48,0-90,0) dans le premier groupe et 83,7% (EIQ : 53,3-96,2) dans le deuxième (p=0,006). Le taux d’identification adéquate de la présence ou absence d’un glissement pleural par les participants des deux groupes était nettement supérieur pour les séquences de l’hémithorax droit par rapport à celles de l’hémithorax gauche (p=0,001). Lorsque des médecins de formation académique et échographique variable utilisent de courtes séquences d’échographie pulmonaire (plus représentatives de l’utilisation réelle en clinique), le taux d’identification adéquate de la présence ou l’absence de glissement pleural est plus élevé lorsque les participants ont la possibilité de s’abstenir en cas de doute quant à leur réponse. Le taux de bonnes réponses est également plus élevé pour les séquences de l’hémithorax droit, probablement dû à la présence sous-jacente du cœur à gauche, la plus petite taille du poumon gauche et l’effet accru du pouls pulmonaire dans l’hémithorax gauche. Considérant ces trouvailles, la prudence est de mise lors de l’utilisation de l’identification du glissement pleural sur de courtes séquences échographique comme méthode de vérification de la position d’un tube endotrachéal lors d’une intubation endotrachéale, et ce, particulièrement pour l’hémithorax gauche. Aussi, une attention particulière devrait être mise sur la reconnaissance du pouls pulmonaire lors de l’enseignement de l’échographie pulmonaire. / The field of targeted lung ultrasound in critical care is in constant expansion. Its many proven use include pneumothorax diagnosis, differentiation of the different causes of acute dyspnoea and endotracheal intubation confirmation. These studies on endotracheal intubation evaluated sonographers with extensive ultrasound training using sometimes lengthy exam. Hence, with the growing presence of bedside lung ultrasound we devised a study to evaluate the capacity of a heterogeneous group of physicians, with different levels of ultrasound training, to correctly identify lung sliding on random short sequences of recorded thoracic ultrasound. 280 short ultrasound sequences (4 to 7 seconds) of present and absent lung sliding of intubated patients recorded in the operating room were randomly presented to 2 groups of physicians. Descriptive data, mean accuracy of each participant, as well as the rate of correct answers for each of the sequences was measured and compared for different subgroups. Participants in the second group where instructed that they could abstain from answering in uncertain cases. Mean accuracy was 67.5% (95%CI: 65.7-69.4) in the first group and 73.1% (95%CI: 70.7-75.5) in the second (p<0.001). When considering each sequence individually, median accuracy was 74.0% (IQR: 48.0-90.0) in the first group and 83.7% (IQR: 53.3-96.2) in the second (p=0.006). The rate of correct answer was higher for right hemithorax sequences (p=0.001). Accuracy in lung sliding identification is better when participants have the possibility to abstain themselves from answering in uncertain cases. It is also improved in the right hemithorax, probably owing to the presence of the heart and the lung pulse artefact in the left hemithorax. Considering our results, caution should be taken when using short ultrasound sequences for identifying lung sliding as a mean of confirming endotracheal intubation, particularly in the left hemithorax. Emphasis should also be put on knowledge and identification of the Lung pulse artefact when teaching chest ultrasound curriculum.

No description available.