AANEM - IFCN Glossary of Terms in Neuromuscular Electrodiagnostic Medicine and Ultrasound.

Modern neuromuscular electrodiagnosis (EDX) and neuromuscular ultrasound (NMUS) require a universal language for effective communication in clinical practice and research and, in particular, for teaching young colleagues. Therefore, the AANEM and the IFCN have decided to publish a joint glossary as they feel the need for an updated terminology to support educational activities in neuromuscular EDX and NMUS in all parts of the world. In addition NMUS has been rapidly progressing over the last years and is now widely used in the diagnosis of disorders of nerve and muscle in conjunction with EDX. This glossary has been developed by experts in the field of neuromuscular EDX and NMUS on behalf of the AANEM and the IFCN and has been agreed upon by electronic communication between January and November 2019. It is based on the glossaries of the AANEM from 2015 and of the IFCN from 1999. The EDX and NMUS terms and the explanatory illustrations have been updated and supplemented where necessary. The result is a comprehensive glossary of terms covering all fields of neuromuscular EDX and NMUS. It serves as a standard reference for clinical practice, education and research worldwide. HIGHLIGHTS: Optimal terminology in neuromuscular electrodiagnosis and ultrasound has been revisited. A team of international experts have revised and expanded a standardized glossary. This list of terms serves as standard reference for clinical practice, education and research.

Neonatal hip ultrasound: tangent to lateral roof angle correlates better with stability than alpha angle according to Graf or percentage femoral head coverage.

The aim of this study was to determine the relationship of tangent to the lateral roof angle (TLRA), Graf's alpha angle and percentage femoral head cover (PHC) and to observed stability, and to establish intraobserver and interobserver errors for measurement of alpha angle and TLRA. In total, 2235 babies referred to the hip review clinic over a period of 8 years. Intraobserver and interobserver errors were calculated from readings of 383 hip images by an experienced paediatric radiologist and a trainee. Taking TLRA <70° as abnormal resulted in sensitivity for unstable right hips of 88% compared with 77% for alpha angle <60° (P = 0.002) and 81% for PHC <60% (P = 0.028) and specificity of TLRA 89%, alpha angle 90% (P = 0.07) and PHC 83% (P < 0.001). Corresponding figures for left hips are sensitivity of TLRA 99%, alpha angle 91% (P < 0.001) and PHC 96% (P = 0.013), and specificity TLRA 86%, alpha angle 83% (P = 0.001) and PHC 67% (P < 0.001). Mean intraobserver errors for alpha angle were 1.85° and 1.81° for consultant and trainee compared to 2.54 and 2.55 for TLRA. Mean interobserver errors were 2.22 for alpha angle and 3.42 for TLRA. TLRA, a new parameter, correlated better with observed stability with significant improvement in sensitivity in both hips and specificity in left hips compared with Graf's alpha angle, and significantly improved sensitivity and specificity in both hips compared with percentage femoral head cover.

Hierarchical nomenclature in rheumatology. / Nomenclátor jerarquizado en reumatología.

INTRODUCTION: One of the missions of the Spanish Society of Rheumatology is to provide the necessary tools for excellence in health care. Currently, there is no reference point to quantify medical actions in this specialty, and this is imperative. MATERIAL AND METHOD: A list of actions was drawn up and a hierarchical classification system was established by developing a complexity index, calculated based on the completion time and difficulty level of each action. RESULTS: The results of the Delphi method tended to the consensus opinion within a group (mean σ2 - σ1=0.75-1.43=-0.68, mean IQR2 - IQR1=0.8-1.9=-1.1). The values of the complexity index ranged between 48 and 465 points. Among consultation actions, those reaching the highest scores were the first inpatient visit (366) and visits to the patient's home (369). Among diagnostic techniques, biopsies were prominent, those with the highest score were: bone biopsy (465), sural nerve biopsy (416) and synovial biopsy (380). Ultrasound scan scored 204, capillaroscopy 113 and densitometry 112. Among therapeutic techniques, infiltration/ arthrocentesis/articular injection in children reached the highest difficulty (388). The score for ultrasound-guided articular injection was 163. The score for clinical report on disability was 323 and expert report 370. CONCLUSIONS: A nomenclature of 54 actions in Rheumatology was compiled. Biopsies (bone, sural nerve, synovial), inpatient visits, visits to the patient's home, infiltrations in children, and the preparation of the expert report were identified as the most complex actions. Musculoskeletal ultrasound is twice as complex as subsequent visits, capillaroscopy or bone densitometry.

Interpreting neonatal hip sonography: intraobserver and interobserver variability.

The purpose of this study is to state the reliability of neonatal hip ultrasound interpretation, defining the intra and interoperator variability in the evaluation of the scans. We considered a sample of 2071 scans (coming from 798 patients who attended the screening programme for hip dysplasia), which were interpreted by the operator who obtained and read the images at the screening time and then by a different operator who saw the images for the first time. Both the intra and interoperator variability of α and ß angles' values resulted statistically not significative (intraclass correlation coefficient > 0.8) and determining a class shift (according to the Graf's classification) in a nonstatistically significative number of cases (agreement percentage >91% and Cohen's κ >0.8). Hip sonography can reliably detect hip dysplasia and the intra and interoperator variability in the interpretation of the exam is NS when the examination is correctly executed.

Ultrasound-based clinical profiles for predicting the risk of intradialytic hypotension in critically ill patients on intermittent dialysis: a prospective observational study.

BACKGROUND: Intradialytic hypotension, a complication of intermittent hemodialysis, decreases the efficacy of dialysis and increases long-term mortality. This study was aimed to determine whether different predialysis ultrasound cardiopulmonary profiles could predict intradialytic hypotension. METHODS: This prospective observational single-center study was performed in 248 critically ill patients with acute kidney injury undergoing intermittent hemodialysis. Immediately before hemodialysis, vena cava collapsibility was measured by vena cava ultrasound and pulmonary congestion by lung ultrasound. Factors predicting intradialytic hypotension were identified by multiple logistic regression analysis. RESULTS: Intradialytic hypotension was observed in 31.9% (n = 79) of the patients, interruption of dialysis because of intradialytic hypotension occurred in 6.8% (n = 31) of the sessions, and overall 28-day mortality was 20.1% (n = 50). Patients were classified in four ultrasound profiles: (A) 108 with B lines > 14 and vena cava collapsibility > 11.5 mm m-2, (B) 38 with B lines < 14 and vena cava collapsibility ≤ 11.5 mm m-2, (C) 36 with B lines > 14 and vena cava collapsibility Di ≤ 11.5 mm m-2, and (D) 66 with B lines < 14 and vena cava collapsibility > 11.5 mm m-2. There was an increased risk of intradialytic hypotension in patients receiving norepinephrine (odds ratios = 15, p = 0.001) and with profiles B (odds ratios = 12, p = 0.001) and C (odds ratios = 17, p = 0.001). CONCLUSION: In critically ill patients on intermittent hemodialysis, the absence of hypervolemia as assessed by lung and vena cava ultrasound predisposes to intradialytic hypotension and suggests alternative techniques of hemodialysis to provide better hemodynamic stability.

Quantitative lung ultrasonography: a putative new algorithm for automatic detection and quantification of B-lines.

BACKGROUND: This pilot study was designed to develop a fully automatic and quantitative scoring system of B-lines (QLUSS: quantitative lung ultrasound score) involving the pleural line and to compare it with previously described semi-quantitative scores in the measurement of extravascular lung water as determined by standard thermo-dilution. METHODS: This was a prospective observational study of 12 patients admitted in the intensive care unit with acute respiratory distress and each provided with 12 lung ultrasound (LUS) frames. Data collected from each patient consisted in five different scores, four semi-quantitative (nLUSS, cLUSS, qLUSS, %LUSS) and quantitative scores (QLUSS). The association between LUS scores and extravascular lung water (EVLW) was determined by simple linear regression (SLR) and robust linear regression (RLR) methods. A correlation analysis between the LUS scores was performed by using the Spearman rank test. Inter-observer variability was tested by computing intraclass correlation coefficient (ICC) in two-way models for agreement, basing on scores obtained by different raters blinded to patients' conditions and clinical history. RESULTS: In the SLR, QLUSS showed a stronger association with EVLW (R2 = 0.57) than cLUSS (R2 = 0.45) and nLUSS (R2 = 0.000), while a lower association than qLUSS (R2 = 0.85) and %LUSS (R2 = 0.72) occurred. By applying RLR, QLUSS showed an association for EVLW (R2 = 0.86) comparable to qLUSS (R2 = 0.85) and stronger than %LUSS (R2 = 0.72). QLUSS was significantly correlated with qLUSS (r = 0.772; p = 0.003) and %LUSS (r = 0.757; p = 0.005), but not with cLUSS (r = 0.561; p = 0.058) and nLUSS (r = 0.105; p = 0.744). Moreover, QLUSS showed the highest ICC (0.998; 95%CI from 0.996 to 0.999) among the LUS scores. CONCLUSIONS: This study demonstrates that computer-aided scoring of the pleural line percentage affected by B-lines has the potential to assess EVLW. QLUSS may have a significant impact, once validated with a larger dataset composed by multiple real-time frames. This approach has the potentials to be advantageous in terms of faster data analysis and applicability to large sets of data without increased costs. On the contrary, it is not useful in pleural effusion or consolidations.

Ultrasonographic, macroscopic and histological characterization of the proximal insertion of the suspensory ligament in Crioulo horses / Caracterização ultrassonográfica, macroscópica e histológica da inserção proximal do ligamento suspensório em cavalos Crioulos

Although ultrasound (US) is a routine diagnostic modality, it still presents limitations for the diagnosis of lesions such as those in the proximal insertion of the suspensory ligament (PISL) because of its composition, which includes muscle fibers and adipose tissue interspersed with the ligament fibers. The objective of the present study was to describe the ultrasonographic, macroscopic and histological aspects of the PISL of thoracic limbs (TL) and pelvic limbs (PL) in Crioulo horses (CH). We selected 34 specimens of TL (right and left) and 10 specimens of PL of horses with a mean age of 5.7 years, from a private clinic or sent to the Department of Veterinary Pathology of UFSM, which died from different causes. The animals had no previous history of lameness in selected limbs associated with PISL injuries. The 34 specimens of PISL of TL were divided into CH (n=25) and Thoroughbred horses (TBH) (n=9), which composed the control group, and 11 specimens of PISL of PL were divided into CH (n=8) and TBH (n=3), which also served as control. The US examination was performed in the PISL using a Sonosite Edge device, 5-10 MHz linear transducer, with cross-sectional and longitudinal palmaromedial and palmarolateral images of the proximal surface of metacarpus III, II and IV (MCIII/MCII/MCIV). In PL, the evaluation was performed four centimeters below the chestnut in the plantaromedial aspect of metatarsus III and II (MTIII/MTII). PISL lobulated shape and size were compared with those of the contralateral limb, as well as the regularity of the palmar bone surface of MC III, II and IV. Subsequently, dissection of the PISL lobes was performed, as well as its macroscopic evaluation, which preceded the histological processing of the samples. In specimens of the CH breed, PISL showed echogenicity varying from peripheral dorsal hyperechogenic zones that merge into echogenic and hypoechogenic zones, where lobulation occurs. In the samples from the TBH group, PISL was also lobulated, but with differences in the echogenicity pattern such as diffuse hypoechogenicity and echogenicity. Macroscopically, CH samples presented a large amount of adipose tissue that corresponds to the dorsal peripheral zone of PISL, which ends in the connective tissue that delimits the ligamentous lobes. On a macroscopic cross-section of PISL, muscle fibers in red are mixed with white ligament fibers in the center of the ligament. This macroscopic finding was not observed in TBH samples, in which muscle fibers overlap ligament fibers throughout the ligament extension and a small amount of fat is present in the dorsal periphery of the ligament. PISL of PL had a triangular shape with echogenicity characteristics very similar to those observed in TL. In ultrasonographic, macroscopic and histological evaluation, PISL samples of TL and PL in CH showed a larger amount of peripheral dorsal adipose tissue, as well as a larger number of merged ligament and muscle fibers compared with those in TBH.(AU)

Embora uma modalidade diagnóstica rotineira, a ultrassonografia ainda possui algumas limitações para o diagnóstico de lesões como as que afetam a inserção proximal do ligamento suspensório (IPLS). Uma dessas limitações é relacionada à composição desse ligamento que inclui fibras musculares e tecido adiposo intercalados entre as fibras ligamentares. O objetivo do presente trabalho foi descrever os aspectos ultrassonográficos (US), macroscópicos e histológicos da IPLS de membros torácicos (MT) e membros pélvicos (MP) de equinos da raça crioulo (CC). Foram selecionados 34 espécimes de MT (direito e esquerdo) e 10 espécimes de MP de equinos com idade média de 5,7 anos, que vieram a óbito por diferentes causas, oriundos de uma clínica privada ou destinados ao Laboratório de Patologia Veterinária da UFSM. Não havia histórico prévio de claudicações nos membros selecionados que pudessem estar relacionadas a lesões da IPLS. Os 34 espécimes da IPLS MT foram divididos pela raça CC (n=25) e Puro Sangue Inglês (PSI) (n=9), o qual serviu como grupo controle e, 11 espécimes da IPLS do MP divididos em raça CC (n=8) e PSI (n=3) também como grupo controle. O exame US foi realizado na IPLS com um aparelho Sonosite Edge, transdutor linear de 5-10 MHz, com imagens transversais e longitudinais palmaromedial e palmarolateral da face proximal do metacarpiano (MC) III, II e IV. No MP a avaliação foi realizada quatro centímetros abaixo da castanha no aspecto plantaromedial do metatarsiano III e II (MTIII / MTII). Foram também observadas à forma lobulada da IPLS e o tamanho em comparação ao membro contralateral, bem como a regularidade da superfície óssea palmar do MC III, II, IV. Posteriormente foi realizada a dissecação dos lobos IPLS, bem como a avaliação macroscópica dos mesmos que antecedeu o processamento das amostras para histologia. Em espécimes CC, a IPLS possui uma ecogenicidade que varia de zonas periféricas dorsais hiperecogênicas que se mesclam a zonas ecogênicas e hipoecogênicas onde ocorre a sua lobulação. Nas amostras do grupo PSI, a IPLS também é lobulada, mas com diferenças no padrão de ecogenicidade como, hipoecogenicidade e ecogenicidade difusas. Macroscopicamente, as amostras CC apresentaram uma grande quantidade de tecido adiposo que corresponde à zona periférica dorsal da IPLS, a qual termina no tecido conjuntivo que delimita os lobos ligamentares. Em uma secção transversal macroscópica da IPLS as fibras musculares em vermelho se mesclam as fibras ligamentares brancas no centro do ligamento. Este achado macroscópico não foi observado na raça PSI, onde as fibras musculares intercalam as fibras ligamentares em toda a extensão do ligamento e pequenas quantidades de gordura estão presentes na periferia dorsal do mesmo. A IPLS no MP possui um formato triangular com características de ecogenicidade muito similares as citadas no MT. Na avaliação US, macroscópica e histológica as amostras da IPLS em MT e MP de equinos na raça CC demonstraram uma maior quantidade de tecido adiposo dorsal periférico bem como, uma maior quantidade de fibras musculares e ligamentares mescladas em comparação às amostras PSI.(AU)

A novel TIRADS of US classification.

BACKGROUND: Thyroid imaging reporting and data system (TIRADS) is the assessment of a risk stratification of thyroid nodules, usually using a score. However, there is no consensus as to the version of TIRADS for reporting the results of thyroid ultrasound in clinic. The objective of this study is to develop a practical TIRADS with which to categorize thyroid nodules and stratify their malignant risk. METHODS: A TIRADS scoring system was developed to provide more decision levels than standard scoring through the selection of the ultrasound features which include the calcification shape, margins, taller-than-wide, internal echo, blood flow quantization of features, setting of the weight, and calculation of the score. Ultimately, the accuracy of our TIRADS was evaluated by comparing with the results of current vision of TIRADS and thyroid radiologist in 153 patients who had US-guided fine-needle aspiration biopsy. RESULTS: Classification results showed that the total accuracy reached 97% (100% of malignant and 95% of the benign) in 153 cases (benign:78, malignant:75). The percentages of malignancy is defined in our TIRADS were as follows: TIRADS 2 (0% malignancy), TIRADS 3 (3.6% malignancy), TIRADS 4 (17-75% malignancy), and TIRADS 5 (98% malignancy). CONCLUSIONS: We established a novel TIRADS to predict the malignancy risk of the thyroid nodules based on six categories US features by a scoring system, which included a standardized vocabulary and score and a quantified risk assessment. The results showed that objective quantitative classification of thyroid nodules by our TIRADS can be useful in guiding management decisions.

Aspectos ultrassonográficos, biometria e dopplerfluxometria ocular do bugio ruivo (Alouatta fusca) / Ultrasonography aspects, biometry and Doppler of howler monkey (Alouatta fusca) ocular bulb

Este estudo teve como objetivo geral descrever os aspectos ultrassonográficos normais das estruturas do bulbo ocular de primatas da espécie Alouatta fusca, determinando ainda os valores da biometria ocular, e os parâmetros da dopplerfluxometria ocular das artérias oftálmica interna e central da retina. Vinte exames ultrassonográficos oculares foram realizados em dez primatas da espécie Alouatta fusca clinicamente saudáveis, sem sinais de doença ocular ao exame oftalmológico. Procedeu-se a descrição ultrassonográfica das estruturas oculares e posteriormente a biometria foi obtida em quatro distâncias distintas: (D1) correspondentes à câmara anterior, (D2) espessura da lente, (D3) profundidade da câmara vítrea e (D4) comprimento axial do bulbo ocular. Na dopplerfluxometria foram avaliadas as artérias oftálmica interna e central da retina quanto ao índice de resistividade (IR), de pulsatilidade (IP), e as velocidades do pico sistólico (VPS) ediastólica final (VDF). Os valores de biometria foram submetidos a teste de comparação quanto ao gênero dos animais e cortes ultrassonográficos, utilizando o teste t de Student. O mesmo teste foi realizado para comparação dos resultados de dopplerfluxometria entre fêmeas e machos. A descrição ultrassonográfica das estruturas oculares e vascularização do bugio ruivo mostraram-se semelhantes a espécies como o cão, o gato e o homem. Os valores biométricos médios encontrados foram de 2,1±0,38 mm para D1, 3,7±0,30mm para D2, 10,4±0,78mm para D3 e 19,3±1,64mm para D4. Os valores de dopplerfluxometria da artéria oftálmica e da artéria central da retina foram respectivamente: VPS de 25,6cm/s e 14,6cm/s; VDF de 15,8cm/s e 10,7cm/s; IR de 0,7 e 0,5; IP de 1,4 e 0,8.(AU)

This study aimed to describe the sonographic features of normal ocular structures, the ocular biometry and Doppler parameters of the internal ophthalmic artery and central retinal artery of the Alouatta fusca. Twenty ocular ultrasonographic examinations were perform in ten primate species of the Alouatta fusca. Proceeded to the sonographic description of the ocular structures and later biometrics was obtained in four distances: (D1) corresponding to the anterior chamber (D2) lens thickness (D3) vitreous chamber and (D4) axial length of the eyeball. Doppler ultrasound evaluated internal ophthalmic artery and central retinal artery as for the resistivity Index (RI), pulsatility index (PI), peak systolic velocity (PSV) and end diastolic velocity (EDV). The values of biometrics and flowmetry underwent comparison test between genders and sonographic views, by Student t test. The anatomical sonographic description of the ocular structures and vasculature of the red howler were similar to species such as dog, cat and man. The biometric average values found were 2.1±0.38mm for D1, 3.7±0.30mm for D2, 10.4±0.78mm for D3 and 19.3±1.64mm for D4. The Doppler values of the ophthalmic artery and central retinal artery found were: PSV of 25.6cm/s and 14.6cm/s; VDF 15.8cm/s and 10.7cm/s; IR 0.7 and 0.5; IP 1.4 and 0.8.(AU)

Aspectos ultrassonográficos dos componentes umbilicais de bezerros da raça Holandesa durante o processo de involução fisiológica / Ultrasonographic aspects of umbilical components of Holstein calves during the physiological involution process

Afecções umbilicais são comumente encontradas nos bezerros durante o período neonatal, podendo ocasionar graves complicações. Seu diagnóstico muitas vezes não é preciso pela palpação abdominal, sendo a ultrassonografia um valioso exame complementar, pois permite precisão na localização e na extensão das onfalopatias intra-abdominais. Diante disso e da raridade de pesquisas com estabelecimento de padrões ultrassonográficos do umbigo, o presente estudo propôs padronizar os aspectos das imagens ultrassonográficas dos componentes umbilicais em decorrência de sua involução. Foram avaliados 23 bezerros Holandeses, do nascimento até os 30 dias de vida, em cuja região umbilical se usou como antisséptico tintura de iodo em diferentes concentrações. Os resultados evidenciaram que veia e artérias umbilicais perdem suas características de vasos, assumindo aspecto de ligamento por proliferação de tecido fibroso. Nesse processo, o tecido fibroso, inicialmente presente na região interna da parede do vaso, segue, com a involução, em direção à luz, sendo observado mais precocemente em porções dos vasos mais distantes do umbigo externo, não havendo distinção de comportamento determinada pela antissepsia. Para aproveitamento do exame ultrassonográfico, é importante o conhecimento dos aspectos das imagens durante o processo de involução dos componentes umbilicais, de acordo com cada fase, sendo assim possível o diagnóstico das diferentes alterações nessas estruturas.(AU)

Umbilical diseases of calves happen during neonatal period and may lead to severe complications. The diagnosis is usually through abdominal palpation although it is not very accurate, thus ultrasound provides a valuable complementary exam to establish a precise diagnosis of location and extent of intra-abdominal umbilical diseases. Given those facts and the lack of established standards for umbilical ultrasound imaging the present study proposal was to standardize the physiological aspects of umbilical components during involution. Ultrasound images were obtained for 23 Holstein calves, from birth until 30 days of life. Iodine tincture of different concentrations was used for umbilical region antisepsis. Results show that umbilical vein and arteries lose their vessel characteristics, becoming similar to ligament, due to the proliferation of fibrous tissue. The growth pattern of the fibrous tissue was from the vessel walls growing toward vascular lumen. The involution process begins at the most distant part and did not vary with antiseptic concentrations. To obtain a reliable ultrasound exam it's important to know the aspects of imaging patterns according to each phase of umbilical involution, thus leading to an accurate diagnosis of structural variations and umbilical diseases.(AU)

Transfer Learning with Convolutional Neural Networks for Classification of Abdominal Ultrasound Images.

The purpose of this study is to evaluate transfer learning with deep convolutional neural networks for the classification of abdominal ultrasound images. Grayscale images from 185 consecutive clinical abdominal ultrasound studies were categorized into 11 categories based on the text annotation specified by the technologist for the image. Cropped images were rescaled to 256 × 256 resolution and randomized, with 4094 images from 136 studies constituting the training set, and 1423 images from 49 studies constituting the test set. The fully connected layers of two convolutional neural networks based on CaffeNet and VGGNet, previously trained on the 2012 Large Scale Visual Recognition Challenge data set, were retrained on the training set. Weights in the convolutional layers of each network were frozen to serve as fixed feature extractors. Accuracy on the test set was evaluated for each network. A radiologist experienced in abdominal ultrasound also independently classified the images in the test set into the same 11 categories. The CaffeNet network classified 77.3% of the test set images accurately (1100/1423 images), with a top-2 accuracy of 90.4% (1287/1423 images). The larger VGGNet network classified 77.9% of the test set accurately (1109/1423 images), with a top-2 accuracy of VGGNet was 89.7% (1276/1423 images). The radiologist classified 71.7% of the test set images correctly (1020/1423 images). The differences in classification accuracies between both neural networks and the radiologist were statistically significant (p < 0.001). The results demonstrate that transfer learning with convolutional neural networks may be used to construct effective classifiers for abdominal ultrasound images.

Heterogeneity of root and nerve ultrasound pattern in CIDP patients.

OBJECTIVE: The few published ultrasound (US) studies on chronic inflammatory demyelinating polyradiculoneuropathy (CIDP) report diffusely increased cross-sectional area (CSA) of nerves. The data are, however, heterogeneous and correlations with clinical history or disease severity are lacking. METHODS: Thirty-four patients with CIDP underwent US nerve evaluation by two neurologists blinded to clinical data. US nerve pattern for each patient was defined by a third neurologist blinded to clinical data. Three US classes were identified based on CSA and echogenicity: large nerves with hypoechoic nerves/fascicles (class 1); large nerves with heterogeneous hypo- and hyperechoic fascicles (class 2); normal size nerve but abnormal hyperechoic array (class 3). RESULTS: In all patients, US nerve changes were observed: in most of the cases, enlarged nerves or nerve segments were observed. The three 'classes' of US nerve changes significantly correlated (R: 0.68, p<0.001) with disease duration, but not with age or Inflammatory Neuropathy Cause and Treatment (INCAT) disability score. CONCLUSIONS: US may be of adjunctive diagnostic value in CIDP assessment. Nerve morphological changes may mirror the underlying pathophysiological mechanisms and seem to correlate with disease duration. SIGNIFICANCE: These results offer the possibility of exploring the use of US to assess CIDP disease activity and treatment.

A new classification of positive sestamibi and ultrasound scans in parathyroid localization.

BACKGROUND: Ultrasound (US) and sestamibi (MIBI) are traditionally considered positive or negative. The purpose of this study was to define and test a new scoring system for MIBI and US and to determine whether this can improve their accuracy for primary hyperparathyroidism. METHODS: This is a prospective study of 200 consecutive patients with primary hyperparathyroidism who had a single uptake on MIBI scans before bilateral neck exploration at a tertiary academic center between 2007 and 2008. These patients also had surgeon-performed neck US in the office, which was scored as "typical" or "atypical" based on how characteristic the image resembled a parathyroid gland. The MIBI uptake was scored by the nuclear medicine specialist as "weak," "moderate," or "strong" compared with the signal intensity of the thyroid. US and MIBI scoring was done preoperatively and their findings were compared with operative data. RESULTS: Of 200 patients, 71 % had a single adenoma, 12 % had double adenomas, and 17 % had four-gland hyperplasia. A weak, moderate, and strong signal on MIBI had an accuracy of 23, 47, and 72 %, respectively, in demonstrating single-gland disease. An atypical versus typical US appearance was accurate in 55 and 74 % of the time, in identifying single-gland disease. CONCLUSIONS: An appraisal of US and MIBI positivity in relation to image characteristics affects the reliability of both studies. This information should be kept in mind when selecting patients for focal neck exploration.

Accurate determination of imaging modality using an ensemble of text- and image-based classifiers.

Imaging modality can aid retrieval of medical images for clinical practice, research, and education. We evaluated whether an ensemble classifier could outperform its constituent individual classifiers in determining the modality of figures from radiology journals. Seventeen automated classifiers analyzed 77,495 images from two radiology journals. Each classifier assigned one of eight imaging modalities--computed tomography, graphic, magnetic resonance imaging, nuclear medicine, positron emission tomography, photograph, ultrasound, or radiograph-to each image based on visual and/or textual information. Three physicians determined the modality of 5,000 randomly selected images as a reference standard. A "Simple Vote" ensemble classifier assigned each image to the modality that received the greatest number of individual classifiers' votes. A "Weighted Vote" classifier weighted each individual classifier's vote based on performance over a training set. For each image, this classifier's output was the imaging modality that received the greatest weighted vote score. We measured precision, recall, and F score (the harmonic mean of precision and recall) for each classifier. Individual classifiers' F scores ranged from 0.184 to 0.892. The simple vote and weighted vote classifiers correctly assigned 4,565 images (F score, 0.913; 95% confidence interval, 0.905-0.921) and 4,672 images (F score, 0.934; 95% confidence interval, 0.927-0.941), respectively. The weighted vote classifier performed significantly better than all individual classifiers. An ensemble classifier correctly determined the imaging modality of 93% of figures in our sample. The imaging modality of figures published in radiology journals can be determined with high accuracy, which will improve systems for image retrieval.