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1.
Medicine (Baltimore) ; 103(18): e38026, 2024 May 03.
Article in English | MEDLINE | ID: mdl-38701308

ABSTRACT

As point-of-care ultrasound (POCUS) is increasingly being used in clinical settings, ultrasound education is expanding into student curricula. We aimed to determine the status and awareness of POCUS education in Korean medical schools using a nationwide cross-sectional survey. In October 2021, a survey questionnaire consisting of 20 questions was distributed via e-mail to professors in the emergency medicine (EM) departments of Korean medical schools. The questionnaire encompassed 19 multiple-choice questions covering demographics, current education, perceptions, and barriers, and the final question was an open-ended inquiry seeking suggestions for POCUS education. All EM departments of the 40 medical schools responded, of which only 13 (33%) reported providing POCUS education. The implementation of POCUS education primarily occurred in the third and fourth years, with less than 4 hours of dedicated training time. Five schools offered a hands-on education. Among schools offering ultrasound education, POCUS training for trauma cases is the most common. Eight schools had designated professors responsible for POCUS education and only 2 possessed educational ultrasound devices. Of the respondents, 64% expressed the belief that POCUS education for medical students is necessary, whereas 36%, including those with neutral opinions, did not anticipate its importance. The identified barriers to POCUS education included faculty shortages (83%), infrastructure limitations (76%), training time constraints (74%), and a limited awareness of POCUS (29%). POCUS education in Korean medical schools was limited to a minority of EM departments (33%). To successfully implement POCUS education in medical curricula, it is crucial to clarify learning objectives, enhance faculty recognition, and improve the infrastructure. These findings provide valuable insights for advancing ultrasound training in medical schools to ensure the provision of high-quality POCUS education for future healthcare professionals.


Subject(s)
Curriculum , Point-of-Care Systems , Schools, Medical , Ultrasonography , Cross-Sectional Studies , Humans , Republic of Korea , Ultrasonography/statistics & numerical data , Surveys and Questionnaires , Emergency Medicine/education
2.
BMC Geriatr ; 24(1): 397, 2024 May 04.
Article in English | MEDLINE | ID: mdl-38704521

ABSTRACT

BACKGROUND: Frailty is a geriatric syndrome that is characterized by increased vulnerability to intrinsic and extrinsic stressors due to decreased biologic reserves. Muscle ultrasound (US) is a valid and reliable method for assessing muscle quantity in older adults. The study aims to examine the relationship between frailty definitions and US-derived muscle parameters. METHODS: We conducted a cross-sectional study with type 2 diabetes mellitus outpatients in a tertiary hospital, and all participants underwent a comprehensive geriatric assessment. For frailty assessment, the Fried Frailty Phenotype (FFP), the Clinical Frailty Scale (CFS), and the Edmonton Frailty Scale (EFS) were performed. Muscle US measurements included Gastrocnemius Medialis (GM) muscle thickness, GM fascicle length, GM pennation angle, Rectus Femoris (RF) muscle thickness, Rectus Femoris cross-sectional area (RFCSA), Rectus Abdominis (RA) muscle thickness, External Oblique (EO) muscle thickness, Internal Oblique (IO) muscle thickness, and Transverse Abdominis (TA) muscle thickness. RESULTS: In all, 373 participants were included in the study. The median age of participants was 72.7 ± 5.9 years, and 64.6% of them were female. According to the FFP, 18.2% of the participants were living with frailty, 56% of them were pre-frail; 57.4% of them were living with frailty according to the CFS; 25.2% of them were living with frailty, and 20.6% of them were pre-frail according to the EFS. The FFP, CFS, and EFS scores were related to muscle thickness of GM, RF, and RA, fascicle length of GM, and pennation angle of GM and RFCSA. Particularly, GM pennation angle, RF muscle thickness, and RFCSA were associated with an increased risk of frailty. Besides muscle thickness of GM, RF, and RA, fascicle length of GM, pennation angle of GM, and RFCSA were significant for predicting the presence of frailty. CONCLUSIONS: US-derived regional muscle measurements are associated with frailty definitions (in both physical, cumulative deficit, and multidimensional models) in a diabetic geriatric population.


Subject(s)
Diabetes Mellitus, Type 2 , Frailty , Geriatric Assessment , Muscle, Skeletal , Ultrasonography , Humans , Female , Aged , Male , Diabetes Mellitus, Type 2/diagnostic imaging , Cross-Sectional Studies , Frailty/diagnostic imaging , Ultrasonography/methods , Geriatric Assessment/methods , Muscle, Skeletal/diagnostic imaging , Frail Elderly , Aged, 80 and over
3.
Front Endocrinol (Lausanne) ; 15: 1357580, 2024.
Article in English | MEDLINE | ID: mdl-38706699

ABSTRACT

Background and objective: Type 2 Diabetes Mellitus (T2DM) with insulin resistance (IR) is prone to damage the vascular endothelial, leading to the formation of vulnerable carotid plaques and increasing ischemic stroke (IS) risk. The purpose of this study is to develop a nomogram model based on carotid ultrasound radiomics for predicting IS risk in T2DM patients. Methods: 198 T2DM patients were enrolled and separated into study and control groups based on IS history. After manually delineating carotid plaque region of interest (ROI) from images, radiomics features were identified and selected using the least absolute shrinkage and selection operator (LASSO) regression to calculate the radiomics score (RS). A combinatorial logistic machine learning model and nomograms were created using RS and clinical features like the triglyceride-glucose index. The three models were assessed using area under curve (AUC) and decision curve analysis (DCA). Results: Patients were divided into the training set and the testing set by the ratio of 0.7. 4 radiomics features were selected. RS and clinical variables were all statically significant in the training set and were used to create a combination model and a prediction nomogram. The combination model (radiomics + clinical nomogram) had the largest AUC in both the training set and the testing set (0.898 and 0.857), and DCA analysis showed that it had a higher overall net benefit compared to the other models. Conclusions: This study created a carotid ultrasound radiomics machine-learning-based IS risk nomogram for T2DM patients with carotid plaques. Its diagnostic performance and clinical prediction capabilities enable accurate, convenient, and customized medical care.


Subject(s)
Diabetes Mellitus, Type 2 , Ischemic Stroke , Nomograms , Ultrasonography , Humans , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/diagnostic imaging , Male , Female , Middle Aged , Ischemic Stroke/diagnostic imaging , Ischemic Stroke/etiology , Ischemic Stroke/epidemiology , Aged , Ultrasonography/methods , Risk Factors , Machine Learning , Carotid Arteries/diagnostic imaging , Carotid Arteries/pathology , Risk Assessment/methods , Ultrasonography, Carotid Arteries , Radiomics
4.
Curr Sports Med Rep ; 23(5): 168-170, 2024 May 01.
Article in English | MEDLINE | ID: mdl-38709941

ABSTRACT

ABSTRACT: While injuries to the abdominal oblique muscles near their origin at the lower ribs are commonly seen in sports that require explosive trunk rotational movements such as baseball and tennis, there are few reports in the literature of avulsion injuries to these muscles from their distal attachments at the iliac crest. We present the case of two collegiate male hockey players who suffered such injuries as a result of a direct impact mechanism while rotated at the waist. These injuries should be suspected when patients have significant pain in the lower abdominal region worsened by flexion and rotation of the trunk and can be accurately characterized by musculoskeletal ultrasound or MRI. With a conservative rehabilitation program focused on core, hip adductor, and hip flexor strengthening, our athletes were able to return to game participation within 6 wk of the initial injury.


Subject(s)
Athletic Injuries , Hockey , Humans , Hockey/injuries , Male , Athletic Injuries/diagnosis , Athletic Injuries/diagnostic imaging , Young Adult , Abdominal Oblique Muscles/injuries , Return to Sport , Ultrasonography , Magnetic Resonance Imaging
5.
Zhonghua Nei Ke Za Zhi ; 63(5): 439-461, 2024 May 01.
Article in Chinese | MEDLINE | ID: mdl-38715481

ABSTRACT

The evolution of critical care medicine is inextricably linked to the development of critical care procedures. These procedures not only facilitate diagnosis and treatment of critically ill patients, but also provide valuable insights into disease pathophysiology. While critical care interventions offer undeniable benefits, the potential for iatrogenic complications necessitates careful consideration. The recent surge in critical care ultrasound (US) utilization is a testament to its unique advantages: non-invasiveness, real-time bedside availability, direct visualization of internal structures, elimination of ionizing radiation exposure, repeatability, and relative ease of learning. Recognizing the need to optimize procedures and minimize complications, critical care utrasound study group of Beijing critical care ultrasound research assocition convened a panel of critical care experts to generate this consensus statement. This document serves as a guide for healthcare providers, aiming to ensure patient safety and best practices in critical care.


Subject(s)
Critical Care , Ultrasonography , Humans , Critical Care/methods , Ultrasonography/methods , Consensus
6.
J Coll Physicians Surg Pak ; 34(5): 600-603, 2024 May.
Article in English | MEDLINE | ID: mdl-38720223

ABSTRACT

OBJECTIVE: To investigate whether there is a relationship between the 2nd finger and 4th finger length measurement ratios and developmental dysplasia of the Hip (DDH). STUDY DESIGN: Cross-sectional observational study. Place and Duration of the Study: Department of Orthopaedics and Traumatology, Meram Faculty of Medicine Hospital, Konya, Turkiye, from January 2020 to May 2023. METHODOLOGY: Infants were screened for DDH with Graff method for the ultrasounds of both hips. Lengths of the 2nd and 4th fingers of both hands were measured and recorded. Patients with additional risk factors for developmental dysplasia of the hip (breech birth, family history, oligohydramnios, swaddling) were excluded. RESULTS: Two hundred and fifty-six babies were screened including 55.1% (n = 141) girls and 44.9% (n = 115) boys. Their mean age was 2.51 ± 0.80 months. The average lengths were 31.73 ± 3.05 mm, for the left 2nd finger and 34.26 ± 3.48 mm for the left 4th finger. In the hip USG measurements, the mean alpha angles were 62.91 ± 3.12° for the right hip and, 63.20 ± 3.55° for the left hip. Eighteen (7%) of babies who underwent hip ultrasound (USG) had unilateral or bilateral DDH. Among these cases, 2.7% (n = 7) had right, 2.3% (n = 6) had left, and 2% (n = 5) had bilateral DDH. There was no statistically significant correlation between the ratios of right 2/4 finger lengths and the right alpha angle (rs = 0.051; p = 0.421). There was a statistically positive and statistically significant correlation between the ratios of left 2/4 finger lengths and the left alpha angle (rs = 0.154; p = 0.013). CONCLUSION: Only the left-hand finger ratio among the parameters in the model had a statistically significant effect on DDH. Therefore, the left hand 2D/4D finger length may be of value in screening for DDH. KEY WORDS: Developmental dysplasia of the hip, Second to fourth finger digit ratio, Ring finger, Digit ratios.


Subject(s)
Developmental Dysplasia of the Hip , Fingers , Ultrasonography , Humans , Female , Male , Cross-Sectional Studies , Developmental Dysplasia of the Hip/diagnostic imaging , Fingers/abnormalities , Fingers/diagnostic imaging , Fingers/anatomy & histology , Infant , Neonatal Screening/methods , Infant, Newborn , Hip Dislocation, Congenital/diagnostic imaging , Hip Dislocation, Congenital/diagnosis , Hip Dislocation, Congenital/epidemiology , Mass Screening/methods
7.
BMC Med Educ ; 24(1): 514, 2024 May 08.
Article in English | MEDLINE | ID: mdl-38720299

ABSTRACT

BACKGROUND: Ultrasound has widely used in various medical fields related to critical care. While online and offline ultrasound trainings are faced by certain challenges, remote ultrasound based on the 5G cloud platform has been gradually adopted in many clinics. However, no study has used the 5G remote ultrasound cloud platform operating system for standardized critical care ultrasound training. This study aimed to evaluate the feasibility and effectiveness of 5G-based remote interactive ultrasound training for standardized diagnosis and treatment in critical care settings. METHODS: A 5G-based remote interactive ultrasound training system was constructed, and the course was piloted among critical care physicians. From July 2022 to July 2023, 90 critical care physicians from multiple off-site locations were enrolled and randomly divided into experimental and control groups. The 45 physicians in the experimental group were trained using the 5G-based remote interactive ultrasound training system, while the other 45 in the control group were taught using theoretical online videos. The theoretical and practical ultrasonic capabilities of both groups were evaluated before and after the training sessions, and their levels of satisfaction with the training were assessed as well. RESULTS: The total assessment scores for all of the physicians were markedly higher following the training (80.7 ± 11.9) compared to before (42.1 ± 13.4) by a statistically significant margin (P < 0.001). Before participating in the training, the experimental group scored 42.2 ± 12.5 in the critical care ultrasound competency, and the control group scored 41.9 ± 14.3-indicating no significant differences in their assessment scores (P = 0.907). After participating in the training, the experimental group's assessment scores were 88.4 ± 6.7, which were significantly higher than those of the control group (72.9 ± 10.8; P < 0.001). The satisfaction score of the experimental group was 42.6 ± 2.3, which was also significantly higher than that of the control group (34.7 ± 3.1, P < 0.001). CONCLUSION: The 5G-based remote interactive ultrasound training system was well-received and effective for critical care. These findings warrant its further promotion and application.


Subject(s)
Critical Care , Feasibility Studies , Ultrasonography , Humans , Education, Distance , Clinical Competence , Male , Female , Adult
9.
Klin Padiatr ; 236(3): 173-179, 2024 May.
Article in English | MEDLINE | ID: mdl-38729128

ABSTRACT

BACKGROUND: Lymphadenopathy (LAP) is a common finding in pediatric patients. It was aimed to determine predictive factors in distinguishing cases with malignant or benign lymphadenopathy in this study. SUBJECTS AND METHODS: Between January 2022 and January 2023, 101 patients (1-16 years old) with lymphadenopathy were retrospectively examined. RESULTS: LAP was localized in 80.2% (n=81) cases and generalized in 19.8% (n=20) cases. In 60 cases (59.4%), lymph node sizes were found to be greater than 20×20 mm in width and length. The most common infectious causative agent was Epstein Barr Virus (EBV). Seven (6.9%) patients underwent biopsy and all were diagnosed with malignancy. When the benign and malignant groups were compared, age, lymph node length, and width on physical examination, anteroposterior and longitudinal diameter of the lymph node on ultrasonography (USG) were statistically significantly higher in the malignant group (p<0.05). The presence of supraclavicular lymphadenopathy was found to be an important factor in differentiating the malignant group (p<0.003). The most important factors in distinguishing the groups are respectively were the anteroposterior diameter of the lymph node on ultrasonography and the presence supraclavicular lymph node in multivariate logistic regression analysis. CONCLUSION: It is not always easy to distinguish benign and malignant etiologies in patients with lymphadenopathy. A detailed history, a careful physical examination, laboratory studies, and excisional biopsy are guiding.


Subject(s)
Epstein-Barr Virus Infections , Lymph Nodes , Lymphadenopathy , Humans , Child , Child, Preschool , Male , Adolescent , Female , Lymphadenopathy/pathology , Lymphadenopathy/diagnostic imaging , Lymphadenopathy/etiology , Infant , Retrospective Studies , Lymph Nodes/pathology , Epstein-Barr Virus Infections/diagnosis , Epstein-Barr Virus Infections/pathology , Diagnosis, Differential , Ultrasonography , Biopsy
10.
Sci Rep ; 14(1): 10438, 2024 05 07.
Article in English | MEDLINE | ID: mdl-38714704

ABSTRACT

Thrombus formation in extracorporeal membrane oxygenation (ECMO) remains a major concern as it can lead to fatal outcomes. To the best of our knowledge, there is no standard non-invasive method for quantitatively measuring thrombi. This study's purpose was to verify thrombus detection in an ECMO circuit using novel, non-invasive ultrasonic sensors in real-time, utilizing the fact that the ultrasonic velocity in a thrombus is known to be higher than that in the blood. Ultrasonic sensors with a customized chamber, an ultrasonic pulse-receiver, and a digital storage oscilloscope (DSO) were used to set up the measuring unit. The customized chamber was connected to an ECMO circuit primed with porcine blood. Thrombi formed from static porcine blood were placed in the circuit and ultrasonic signals were extracted from the oscilloscope at various ECMO flow rates of 1-4 L/min. The ultrasonic signal changes were successfully detected at each flow rate on the DSO. The ultrasonic pulse signal shifted leftward when a thrombus passed between the two ultrasonic sensors and was easily detected on the DSO screen. This novel real-time non-invasive thrombus detection method may enable the early detection of floating thrombi in the ECMO system and early management of ECMO thrombi.


Subject(s)
Extracorporeal Membrane Oxygenation , Thrombosis , Extracorporeal Membrane Oxygenation/methods , Extracorporeal Membrane Oxygenation/instrumentation , Thrombosis/diagnostic imaging , Thrombosis/diagnosis , Animals , Swine , Ultrasonics , Ultrasonography/methods
11.
Sci Rep ; 14(1): 10425, 2024 05 07.
Article in English | MEDLINE | ID: mdl-38714804

ABSTRACT

Tarsal joint illness is a frequent source of hind limb lameness due to the complex anatomy of the region and the presence of numerous bony and soft tissue structures. Proper lameness diagnosis aims to discover the structure provoking lameness. Ultrasonography documents valuable information of soft tissues and characterizes soft tissue injuries that have heretofore been difficult to obtain either noninvasively or via radiography. The objectives of the current study were to develop and describe a standardized ultrasonographic protocol for investigation of the tarsal region in donkeys. The donkey tarsal anatomy was investigated in 5 cadavers and the tarsi of 11 healthy lameness free adult donkeys were echographically investigated. The dorsal, plantar, lateral and medial aspects of the tarsal region were substantially evaluated at four anatomical landmarks in both the longitudinal and horizontal planes using a multi-frequency 5-12 MHz linear transducer. Sonoanatomy of the extensor and flexor tarsal tendons, collateral and plantar ligaments, and synovial pouches was delineated and described. Systematic echography of the tarsal region allowed accurate localization and thorough exploration of various soft tissues of clinical interest in the donkey tarsus. Sonograms provided in this study should serve as a reference database for tarsal ultrasonography in clinical circumstances.


Subject(s)
Equidae , Ultrasonography , Animals , Equidae/anatomy & histology , Ultrasonography/methods , Ultrasonography/veterinary , Tarsus, Animal/diagnostic imaging , Tarsus, Animal/anatomy & histology , Tendons/diagnostic imaging , Tendons/anatomy & histology
12.
BMC Pediatr ; 24(1): 315, 2024 May 07.
Article in English | MEDLINE | ID: mdl-38714956

ABSTRACT

BACKGROUND: Ultrasound (US) is often the first method used to look for brain or cerebrospinal fluid (CSF) space pathologies. Knowledge of normal CSF width values is essential. Most of the available US normative values were established over 20 years ago, were obtained with older equipment, and cover only part of the age spectrum that can be examined by cranial US. This prospective study aimed to determine the normative values of the widths of the subarachnoid and internal CSF spaces (craniocortical, minimal and maximal interhemispheric, interventricular, and frontal horn) for high-resolution linear US probes in neurologically healthy infants and children aged 0-19 months and assess whether subdural fluid collections can be delineated. METHODS: Two radiologists measured the width of the CSF spaces with a conventional linear probe and an ultralight hockey-stick probe in neurologically healthy children not referred for cranial or spinal US. RESULTS: This study included 359 neurologically healthy children (nboys = 178, 49.6%; ngirls = 181, 50.4%) with a median age of 46.0 days and a range of 1-599 days. We constructed prediction plots, including the 5th, 50th, and 95th percentiles, and an interactive spreadsheet to calculate normative values for individual patients. The measurements of the two probes and the left and right sides did not differ, eliminating the need for separate normative values. No subdural fluid collection was detected. CONCLUSION: Normative values for the widths of the subarachnoid space and the internal CSF spaces are useful for evaluating intracranial pathology, especially when determining whether an increase in the subarachnoid space width is abnormal.


Subject(s)
Subarachnoid Space , Ultrasonography , Humans , Infant , Prospective Studies , Male , Female , Reference Values , Infant, Newborn , Ultrasonography/methods , Subarachnoid Space/diagnostic imaging , Cerebrospinal Fluid/diagnostic imaging
13.
Sci Rep ; 14(1): 10063, 2024 05 02.
Article in English | MEDLINE | ID: mdl-38698187

ABSTRACT

Ultra high frequency (UHF) ultrasound enables the visualization of very small structures that cannot be detected by conventional ultrasound. The utilization of UHF imaging as a new imaging technique for the 3D-in-vivo chorioallantoic membrane (CAM) model can facilitate new insights into tissue perfusion and survival. Therefore, human renal cystic tissue was grafted onto the CAM and examined using UHF ultrasound imaging. Due to the unprecedented resolution of UHF ultrasound, it was possible to visualize microvessels, their development, and the formation of anastomoses. This enabled the observation of anastomoses between human and chicken vessels only 12 h after transplantation. These observations were validated by 3D reconstructions from a light sheet microscopy image stack, indocyanine green angiography, and histological analysis. Contrary to the assumption that the nutrient supply of the human cystic tissue and the gas exchange happens through diffusion from CAM vessels, this study shows that the vasculature of the human cystic tissue is directly connected to the blood vessels of the CAM and perfusion is established within a short period. Therefore, this in-vivo model combined with UHF imaging appears to be the ideal platform for studying the effects of intravenously applied therapeutics to inhibit renal cyst growth.


Subject(s)
Chorioallantoic Membrane , Polycystic Kidney, Autosomal Dominant , Ultrasonography , Animals , Chorioallantoic Membrane/blood supply , Chorioallantoic Membrane/diagnostic imaging , Humans , Polycystic Kidney, Autosomal Dominant/diagnostic imaging , Ultrasonography/methods , Chickens , Kidney/diagnostic imaging , Kidney/blood supply , Imaging, Three-Dimensional/methods
14.
Sci Rep ; 14(1): 10288, 2024 05 04.
Article in English | MEDLINE | ID: mdl-38704392

ABSTRACT

Ultrasonography (US)-guided fine-needle aspiration cytology (FNAC) is the primary modality for evaluating thyroid nodules. However, in cases of atypia of undetermined significance (AUS) or follicular lesion of undetermined significance (FLUS), supplemental tests are necessary for a definitive diagnosis. Accordingly, we aimed to develop a non-invasive quantification software using the heterogeneity scores of thyroid nodules. This cross-sectional study retrospectively enrolled 188 patients who were categorized into four groups according to their diagnostic classification in the Bethesda system and surgical pathology [II-benign (B) (n = 24); III-B (n = 52); III-malignant (M) (n = 54); V/VI-M (n = 58)]. Heterogeneity scores were derived using an image pixel-based heterogeneity index, utilized as a coefficient of variation (CV) value, and analyzed across all US images. Differences in heterogeneity scores were compared using one-way analysis of variance with Tukey's test. Diagnostic accuracy was determined by calculating the area under the receiver operating characteristic (AUROC) curve. The results of this study indicated significant differences in mean heterogeneity scores between benign and malignant thyroid nodules, except in the comparison between III-M and V/VI-M nodules. Among malignant nodules, the Bethesda classification was not observed to be associated with mean heterogeneity scores. Moreover, there was a positive correlation between heterogeneity scores and the combined diagnostic category, which was based on the Bethesda system and surgical cytology grades (R = 0.639, p < 0.001). AUROC for heterogeneity scores showed the highest diagnostic performance (0.818; cut-off: 30.22% CV value) for differentiating the benign group (normal/II-B/III-B) from the malignant group (III-M/V&VI-M), with a diagnostic accuracy of 72.5% (161/122). Quantitative heterogeneity measurement of US images is a valuable non-invasive diagnostic tool for predicting the likelihood of malignancy in thyroid nodules, including AUS or FLUS.


Subject(s)
Software , Thyroid Nodule , Ultrasonography , Humans , Thyroid Nodule/diagnostic imaging , Thyroid Nodule/pathology , Female , Male , Middle Aged , Ultrasonography/methods , Diagnosis, Differential , Adult , Cross-Sectional Studies , Retrospective Studies , Aged , Biopsy, Fine-Needle/methods , ROC Curve , Thyroid Neoplasms/diagnostic imaging , Thyroid Neoplasms/pathology , Thyroid Neoplasms/diagnosis
15.
Radiat Oncol ; 19(1): 63, 2024 May 27.
Article in English | MEDLINE | ID: mdl-38802938

ABSTRACT

BACKGROUND: The most common route of breast cancer metastasis is through the mammary lymphatic network. An accurate assessment of the axillary lymph node (ALN) burden before surgery can avoid unnecessary axillary surgery, consequently preventing surgical complications. In this study, we aimed to develop a non-invasive prediction model incorporating breast specific gamma image (BSGI) features and ultrasonographic parameters to assess axillary lymph node status. MATERIALS AND METHODS: Cohorts of breast cancer patients who underwent surgery between 2012 and 2021 were created (The training set included 1104 ultrasound images and 940 BSGI images from 235 patients, the test set included 568 ultrasound images and 296 BSGI images from 99 patients) for the development of the prediction model. six machine learning (ML) methods and recursive feature elimination were trained in the training set to create a strong prediction model. Based on the best-performing model, we created an online calculator that can make a linear predictor in patients easily accessible to clinicians. The receiver operating characteristic (ROC) and calibration curve are used to verify the model performance respectively and evaluate the clinical effectiveness of the model. RESULTS: Six ultrasonographic parameters (transverse diameter of tumour, longitudinal diameter of tumour, lymphatic echogenicity, transverse diameter of lymph nodes, longitudinal diameter of lymph nodes, lymphatic color Doppler flow imaging grade) and one BSGI features (axillary mass status) were selected based on the best-performing model. In the test set, the support vector machines' model showed the best predictive ability (AUC = 0.794, sensitivity = 0.641, specificity = 0.8, PPV = 0.676, NPV = 0.774 and accuracy = 0.737). An online calculator was established for clinicians to predict patients' risk of ALN metastasis ( https://wuqian.shinyapps.io/shinybsgi/ ). The result in ROC showed the model could benefit from incorporating BSGI feature. CONCLUSION: This study developed a non-invasive prediction model that incorporates variables using ML method and serves to clinically predict ALN metastasis and help in selection of the appropriate treatment option.


Subject(s)
Axilla , Breast Neoplasms , Lymph Nodes , Lymphatic Metastasis , Machine Learning , Humans , Breast Neoplasms/pathology , Breast Neoplasms/diagnostic imaging , Breast Neoplasms/surgery , Female , Lymphatic Metastasis/diagnostic imaging , Middle Aged , Lymph Nodes/pathology , Lymph Nodes/diagnostic imaging , Adult , Aged , Ultrasonography/methods , Retrospective Studies , Prognosis
16.
Radiology ; 311(2): e232369, 2024 May.
Article in English | MEDLINE | ID: mdl-38805727

ABSTRACT

The American College of Radiology Liver Imaging Reporting and Data System (LI-RADS) standardizes the imaging technique, reporting lexicon, disease categorization, and management for patients with or at risk for hepatocellular carcinoma (HCC). LI-RADS encompasses HCC surveillance with US; HCC diagnosis with CT, MRI, or contrast-enhanced US (CEUS); and treatment response assessment (TRA) with CT or MRI. LI-RADS was recently expanded to include CEUS TRA after nonradiation locoregional therapy or surgical resection. This report provides an overview of LI-RADS CEUS Nonradiation TRA v2024, including a lexicon of imaging findings, techniques, and imaging criteria for posttreatment tumor viability assessment. LI-RADS CEUS Nonradiation TRA v2024 takes into consideration differences in the CEUS appearance of viable tumor and posttreatment changes within and in close proximity to a treated lesion. Due to the high sensitivity of CEUS to vascular flow, posttreatment reactive changes commonly manifest as areas of abnormal perilesional enhancement without washout, especially in the first 3 months after treatment. To improve the accuracy of CEUS for nonradiation TRA, different diagnostic criteria are used to evaluate tumor viability within and outside of the treated lesion margin. Broader criteria for intralesional enhancement increase sensitivity for tumor viability detection. Stricter criteria for perilesional enhancement limit miscategorization of posttreatment reactive changes as viable tumor. Finally, the TRA algorithm reconciles intralesional and perilesional tumor viability assessment and assigns a single LI-RADS treatment response (LR-TR) category: LR-TR nonviable, LR-TR equivocal, or LR-TR viable.


Subject(s)
Carcinoma, Hepatocellular , Contrast Media , Liver Neoplasms , Ultrasonography , Humans , Liver Neoplasms/diagnostic imaging , Liver Neoplasms/radiotherapy , Carcinoma, Hepatocellular/diagnostic imaging , Carcinoma, Hepatocellular/radiotherapy , Ultrasonography/methods , Radiology Information Systems , Liver/diagnostic imaging , Treatment Outcome
18.
Tech Coloproctol ; 28(1): 61, 2024 May 27.
Article in English | MEDLINE | ID: mdl-38801613

ABSTRACT

Gastrointestinal stromal tumours (GISTs) can develop throughout the entire gastrointestinal tract, but these tumours are usually found in the stomach and small intestine. In this case, a rare GIST arising from the anal canal was investigated using high-frequency endoanal ultrasound and external three-dimensional ultrasound with tomographic ultrasound imaging. The endoanal approach revealed the inner structure of the tumour. External ultrasound was used to determine the relationship between the lesion and surrounding tissues. In the limited reports of anal canal GISTs, no other lesions have been correctly diagnosed preoperatively or displayed in detail on imaging. The multilayer structure of the anal sphincter and these lesions can be clearly displayed by a variety of ultrasound imaging methods, which are nonradiative, low-cost and easily accessible. Modern ultrasound has the potential for broad application in anal canal tumour diagnosis and surveillance.


Subject(s)
Anal Canal , Anus Neoplasms , Endosonography , Gastrointestinal Stromal Tumors , Humans , Gastrointestinal Stromal Tumors/diagnostic imaging , Gastrointestinal Stromal Tumors/pathology , Anus Neoplasms/diagnostic imaging , Anus Neoplasms/pathology , Anal Canal/diagnostic imaging , Endosonography/methods , Imaging, Three-Dimensional/methods , Ultrasonography/methods , Male , Middle Aged , Female , Aged
19.
Open Vet J ; 14(4): 1059-1071, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38808288

ABSTRACT

Background: Bloody urine is classified in farm animals as hematuria, hemoglobinuria, and myoglobinuria. In small ruminants, discolored urine is reported due to several etiologies which is sometimes fatal. Of these causes are babesiosis, bacillary hemoglobinuria, copper toxicity, and hypophosphatemia. Aim: This study was designed to investigate the clinical, etiological, hematobiochemical, ultrasonographic, and pathological findings in rams and bucks with red urine syndrome. Methods: Eighteen male animals (nine rams and nine bucks) of 6 months to 3 years were examined. Parallel, 10 healthy controls were used. They were admitted due to red urine, voiding of only urine drops, straining during the act of urination, grunting during urination, ventral abdominal edema, and abdominal distension. The duration of the disease ranged from 2 to 30 days. A history of chronic copper toxicosis was informed in two bucks and a ram. Two blood samples were collected from diseased as well as from controls in EDTA tubes (for complete blood count testing) and in plain tubes (for serum collection). Results: Hematuria was found in 11 animals (seven bucks and four rams) while hemoglobinuria was detected in seven animals (five bucks and two rams). Sonographic findings in diseased animals included ruptured urinary bladder in 3, ruptured urethra in 5, penile calculi, uroperitoneum in 6, distended urinary bladder in 7, hydronephrosis in 5, echogenic deposits in the bladder in 3, and ventral urine accumulation in four animals. Laboratory evaluation of a Geimsa-stained blood smear confirmed the infection with Babesia in three bucks and a ram. Hemolytic anemia was marked in two bucks and a ram due to chronic copper toxicity. Biochemical abnormalities included hypoalbuminemia, hyperglobulinemia, increased blood urea nitrogen and creatinine concentration, and hyperglycemia. Postmortem examination was carried out on six animals (four rams and two bucks). Conclusion: Discolored urine in rams and bucks in this study resulted from hematuria due to urinary calculi and pelvic abscessation or from hemoglobinuria due to Babesia infection or due to copper toxicity. Hemolytic anemia was the outstanding hematological finding and hypoalbuminemia, hyperglobulinemia, increased blood urea nitrogen (BUN) and creatinine, and hyperglycemia were the characteristic biochemical findings. Sonography of the urinary tract was very helpful in assessing the renal parenchyma, urinary bladder, and abdominal cavity for the verification of urolithiasis, hydronephrosis, intact or ruptured urinary bladder, uroperitoneum, and perforated urethra.


Subject(s)
Goat Diseases , Goats , Sheep Diseases , Animals , Male , Goat Diseases/parasitology , Goat Diseases/pathology , Goat Diseases/etiology , Sheep Diseases/pathology , Sheep Diseases/parasitology , Sheep , Ultrasonography/veterinary , Hematuria/veterinary , Hematuria/etiology , Hemoglobinuria/veterinary , Hemoglobinuria/etiology
20.
J Bras Pneumol ; 50(2): e20230382, 2024.
Article in English | MEDLINE | ID: mdl-38808827

ABSTRACT

OBJECTIVE: To evaluate cognitive learning, ability to perform and interpret lung ultrasound exams, and self-perception of learning among medical students after a short pedagogical intervention at a medical school in Brazil. METHODS: An experimental pilot study was conducted with medical students at different stages of their education (basic cycle, clinical cycle, and medical internship). The participants underwent a cognitive test before and after the intervention, a practical test, a test to recognize lung ultrasound pathologies, and a qualitative evaluation test at the end of the intervention. Statistical analysis was performed using a significance level of p < 0.05. RESULTS: A total of 42 students were included in the study, with a median age of 23 years and a predominance of males. The mean score of the pre-intervention cognitive test was 2.97 ± 0.87, and that of the post-intervention test was 6.57 ± 1.41, showing significant improvement (p < 0.001). The score of the practical test and that of the recognition of pathologies test also showed significant improvement after the intervention. There was no significant difference in execution time between the groups. Students in the clinical cycle had a better self-perception of learning. CONCLUSIONS: Theoretical teaching and practical training of lung ultrasound in a short pedagogical intervention can improve cognitive performance, practical skills, and interpretation of the exam. The level of learning achievement was higher among more advanced students in medical education. Additionally, the students in the clinical cycle had a better perception of their learning.


Subject(s)
Lung , Students, Medical , Ultrasonography , Humans , Pilot Projects , Male , Brazil , Female , Young Adult , Adult , Lung/diagnostic imaging , Clinical Competence , Schools, Medical , Educational Measurement , Education, Medical, Undergraduate/methods , Education, Medical/methods , Cognition/physiology , Learning
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