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1.
Urology ; 178: 151-154, 2023 Aug.
Article in English | MEDLINE | ID: mdl-37271187

ABSTRACT

We present 3 male patients with genital bruising due to physical abuse to improve recognition of genital trauma as a sentinel injury. In the absence of an underlying medical condition or a clear acceptable accidental mechanism for the genital injury, an evaluation for child abuse is recommended.


Subject(s)
Child Abuse , Contusions , Humans , Infant , Child , Male , Physical Abuse , Child Abuse/diagnosis , Genitalia
2.
Pediatr Radiol ; 53(6): 1117-1124, 2023 05.
Article in English | MEDLINE | ID: mdl-36637464

ABSTRACT

BACKGROUND: Fracture dating from skeletal surveys is crucial in the diagnosis and investigation of infant abuse. However, this task is challenging because of the subjective nature of the radiologic interpretation and the lack of ground truth. Researchers have used birth-related clavicle fractures as a surrogate to study the radiographic pattern of healing; however, they did not elucidate the accuracy performance of the radiologists in dating fractures. OBJECTIVE: To determine the accuracy of radiologists in dating birth-related clavicle fractures and compare their performance to that achieved by computer algorithm. MATERIALS AND METHODS: We used a previously assembled birth-related clavicle fracture database consisting of 416 anteroposterior clavicle radiographs as the study cohort. The average and standard deviation of the fracture age within this database were 24 days and 18 days, respectively. Three blinded radiologists independently estimated the ages of the clavicle fractures depicted in the radiographs within the database. We compared these estimation results to those made by a recently published deep-learning (DL) model conducted with the identical infant cohort. We calculated standard error metrics to compare the accuracy performances of the radiologists and the computer model. RESULTS: The intra- and inter-reader agreements of the fracture age estimates by the radiologists were moderate to good. The radiologists estimated the fracture ages with a mean absolute error (MAE) of 6.1-7.1 days, and standard deviation of the absolute error of 6.3-8.3 days. The accuracy performances of the three radiologists were not significantly different from one another. In comparison, the DL model estimated the age of clavicle fractures with an MAE of 4.2 days, significantly lower than all of the radiologists (P < 0.001). CONCLUSION: Three experienced pediatric radiologists dated clavicular fractures with moderate-good intra- and inter-reader agreements. The correlations between the radiologists' estimates and the ground truth were moderate to good. The fracture ages assigned by the DL model showed superior correlation with the ground truth compared to radiologists' dating estimates.


Subject(s)
Clavicle , Fractures, Bone , Infant , Child , Humans , Infant, Newborn , Clavicle/diagnostic imaging , Artificial Intelligence , Fractures, Bone/diagnostic imaging , Fracture Healing , Radiologists , Retrospective Studies
3.
Pediatr Radiol ; 51(6): 1023-1028, 2021 May.
Article in English | MEDLINE | ID: mdl-33999243

ABSTRACT

Ehlers-Danlos syndrome is a real diagnosis that is erroneously used to explain multiple fractures in suspected child abuse. This paper reviews the clinical and molecular diagnostic criteria for Ehlers-Danlos syndrome. This knowledge can help prevent misdiagnosis and support clinicians when evaluating infants and young children with multiple fractures.


Subject(s)
Child Abuse , Ehlers-Danlos Syndrome , Child , Child Abuse/diagnosis , Child, Preschool , Ehlers-Danlos Syndrome/diagnostic imaging , Humans , Infant , Radiologists
4.
Pediatr Radiol ; 51(6): 1065-1069, 2021 May.
Article in English | MEDLINE | ID: mdl-33999246

ABSTRACT

The radiology report in a case of suspected child abuse is both a medical and a legal document. Such reports should be thorough, specific, well-constructed and without error. Structured templates and standardized reporting contribute to completeness, consistency and communication. Here, the authors discuss common reporting errors. Radiologists should be prepared that the radiology report in a case of suspected child abuse is likely to be used in court.


Subject(s)
Child Abuse , Radiology Information Systems , Radiology , Child , Humans
5.
AJR Am J Roentgenol ; 216(6): 1649-1658, 2021 06.
Article in English | MEDLINE | ID: mdl-32845713

ABSTRACT

BACKGROUND. Costochondral junction (CCJ) rib fractures pose a challenge in the radiographic detection and dating of infant abuse. OBJECTIVE. The purpose of this article was to assess the temporal pattern of radio-graphic findings of CCJ fractures on a serial skeletal survey (SS). METHODS. Reports of SSs performed for suspected infant abuse were reviewed to identify those reporting a CCJ fracture. Study inclusion required undergoing initial and approximately 2-week follow-up SSs that included anteroposterior and bilateral oblique radiographs of the reported CCJ rib fracture. Two pediatric radiologists retrospectively classified fractures in terms of the primary injury pattern (bucket-handle: visible crescentic fracture line; corner: visible triangular fracture line; other) and secondary healing pattern (growth disturbance; sclerosis; subperiosteal new bone formation [SPNBF]). Discrepant readings were resolved by consensus. RESULTS. The final cohort included 26 infants with 81 CCJ fractures. On initial SS, 59% (48/81) of fractures showed a primary pattern, most commonly a bucket-handle pattern (46%; 37/81); 6% (5/81) showed a primary pattern on follow-up SS (p < .001). On initial SS, the prevalence of a secondary pattern was 89% (72/81), most commonly a growth disturbance (85%; 69/81), followed by sclerosis (57%; 46/81); 80% (65/81) showed a secondary pattern on follow-up SS (p = .12). Overall prevalence of SPNBF was 28% (23/81). Addition of bilateral oblique views on initial SS resulted in a significant increase relative to the anteroposterior views alone in the detection of primary and secondary patterns by 15% (p = .04) and 30% (p < .001), respectively. CONCLUSION. A bucket-handle appearance is the most common primary pattern of fracture. The significantly lower prevalence of a primary pattern on follow-up vs initial SSs suggests that the CCJ fracture line is usually visible for only approximately 2 weeks. A growth disturbance of the rib end is the most common secondary pattern, followed by bony sclerosis, consistent with a healing injury. SPNBF is uncommon. Most CCJ fractures are in a healing phase at initial diagnosis. The signs of repair commonly remain visible on 2-week follow-up. The increased diagnostic yield of oblique views provides support to the inclusion of these projections in routine SS protocols. CLINICAL IMPACT. The findings will help radiologists improve the diagnosis and dating of CCJ rib fractures.


Subject(s)
Child Abuse/diagnosis , Radiography/methods , Rib Fractures/diagnostic imaging , Female , Humans , Infant , Male , Retrospective Studies , Ribs/diagnostic imaging
6.
Fam Process ; 58(4): 832-854, 2019 12.
Article in English | MEDLINE | ID: mdl-31077610

ABSTRACT

This is a longitudinal randomized control trial on the impact of adding a parent psychoeducation intervention (TEPSI) as part of cognitive-behavioral therapy (CBT) for adolescents with Major Depressive Disorder (MDD) in a Puerto Rican sample. We tested the efficacy of adding 8 group sessions of TEPSI to 12 sessions of individual CBT on reducing depressive symptoms, MDD diagnosis, and improving family functioning. Participants (n = 121) were randomized to individual CBT with or without TEPSI. No main group effects were found for most patient domains including depression symptoms, as well as presence of adolescent's MDD diagnosis at posttreatment. Results did show a main effect of CBT over time for depression symptoms, suicide ideation, family criticism, and the presence of MDD diagnosis decreasing from pre- to postintervention. A year post treatment, almost 70% of adolescents in both conditions (CBT and CBT + TEPSI) remained in remission. A main effect was obtained for treatment in the adolescent's perception of familism and family emotional involvement. The primary hypothesis that family psychoeducation would optimize CBT for depression in adolescents was not supported. Both conditions yielded similar clinical end points. The culturally adapted CBT was found effective with Latino/a adolescents showing clinically significant improvements from pretreatment to posttreatment and remained stable at a 1-year follow-up. Regarding family outcomes, adolescents in CBT + TEPSI remained stable from pretreatment to posttreatment on family emotional involvement, while adolescents in CBT-alone showed an increase. The implication of these findings is discussed.


Este es un ensayo clínico longitudinal aleatorizado y controlado sobre el efecto de agregar una intervención psicoeducativa para los padres (TEPSI, en inglés) como parte de la terapia cognitivo-conductual (TCC) para adolescentes con trastorno depresivo mayor (TDM) en una muestra puertorriqueña. Evaluamos la eficacia de agregar 8 sesiones grupales de TEPSI a 12 sesiones de TCC individual en la reducción de síntomas depresivos, en el diagnóstico de TDM y en la mejora del funcionamiento familiar. Los participantes (n = 121) fueron distribuidos al azar a la TCC individual con o sin TEPSI. No se encontraron efectos grupales principales en la mayoría de las áreas de los pacientes, como en los síntomas de depresión ni en la presencia de un diagnóstico de TDM en los adolescentes después del tratamiento. Los resultados sí demostraron un efecto principal de la TCC con el tiempo para los síntomas de depresión, las ideas suicidas, la crítica familiar y la presencia de un diagnóstico de TDM que disminuye desde antes hasta después de la intervención. Un año después del final del tratamiento, casi el 70 % de los adolescentes en ambas condiciones (TCC y TCC + TEPSI) se mantuvo en remisión. Se obtuvo un efecto principal del tratamiento en la percepción de los adolescentes del familismo y la implicación emocional familiar. No se respaldó la hipótesis principal de que la psicoeducación familiar optimizaría la TCC para la depresión en los adolescentes. Ambas condiciones dieron variables clínicas similares. Se descubrió que la TCC culturalmente adaptada fue eficaz con los adolescentes latinos, ya que demostró mejoras clínicas considerables desde antes del tratamiento hasta después del tratamiento y permaneció estable un año después al momento del seguimiento. Con respecto a los resultados familiares, los adolescentes de la TCC + TEPSI se mantuvieron estables desde antes del tratamiento hasta después del tratamiento en la implicación emocional familiar, mientras que los adolescentes de la TCC sola demostraron un aumento. Se debaten las implicancias de estos resultados.


Subject(s)
Cognitive Behavioral Therapy/methods , Depressive Disorder, Major/therapy , Family Therapy/methods , Parents/education , Patient Education as Topic/methods , Adolescent , Adult , Depressive Disorder, Major/psychology , Female , Humans , Male , Middle Aged , Parents/psychology , Puerto Rico , Treatment Outcome
7.
Radiol Artif Intell ; 1(6): e180087, 2019 Nov 27.
Article in English | MEDLINE | ID: mdl-32090205

ABSTRACT

PURPOSE: To evaluate the efficacy of convolutional neural networks (CNNs) to improve the image quality of low-dose pediatric abdominal CT images. MATERIALS AND METHODS: Images from 11 pediatric abdominal CT examinations acquired between June and July 2018 were reconstructed with filtered back projection (FBP) and an iterative reconstruction (IR) algorithm. A residual CNN was trained using the FBP image as the input and the difference between FBP and IR as the target such that the network was able to predict the residual image and simulate the IR. CNN-based postprocessing was applied to 20 low-dose pediatric image datasets acquired between December 2016 and December 2017 on a scanner limited to reconstructing FBP images. The FBP and CNN images were evaluated based on objective image noise and subjective image review by two pediatric radiologists. For each of five features, readers rated images on a five-point Likert scale and also indicated their preferred series. Readers also indicated their "overall preference" for CNN versus FBP. Preference and Likert scores were analyzed for individual and combined readers. Interreader agreement was assessed. RESULTS: The CT number remained unchanged between FBP and CNN images. Image noise was reduced by 31% for CNN images (P < .001). CNN was preferred for overall image quality for individual and combined readers. For combined Likert scores, at least one of the two score types (Likert or binary preference) indicated a significant favoring of CNN over FBP for low contrast, image noise, artifacts, and high contrast, whereas the reverse was true for spatial resolution. CONCLUSION: FBP images can be improved in image space by a well-trained CNN, which may afford a reduction in dose or improvement in image quality on scanners limited to FBP reconstruction.© RSNA, 2019.

8.
J Magn Reson Imaging ; 49(6): 1565-1576, 2019 06.
Article in English | MEDLINE | ID: mdl-30353957

ABSTRACT

BACKGROUND: Contrast-enhanced MRI of the small bowel is an effective imaging sequence for the detection and characterization of disease burden in pediatric Crohn's disease (CD). However, visualization and quantification of disease burden requires scrolling back and forth through 3D images to follow the anatomy of the bowel, and it can be difficult to fully appreciate the extent of disease. PURPOSE: To develop and evaluate a method that offers better visualization and quantitative assessment of CD from MRI. STUDY TYPE: Retrospective. POPULATION: Twenty-three pediatric patients with CD. FIELD STRENGTH/SEQUENCE: 1.5T MRI system and T1 -weighted postcontrast VIBE sequence. ASSESSMENT: The convolutional neural network (CNN) segmentation of the bowel's lumen, wall, and background was compared with manual boundary delineation. We assessed the reproducibility and the capability of the extracted markers to differentiate between different levels of disease defined after a consensus review by two experienced radiologists. STATISTICAL TESTS: The segmentation algorithm was assessed using the Dice similarity coefficient (DSC) and boundary distances between the CNN and manual boundary delineations. The capability of the extracted markers to differentiate between different disease levels was determined using a t-test. The reproducibility of the extracted markers was assessed using the mean relative difference (MRD), Pearson correlation, and Bland-Altman analysis. RESULTS: Our CNN exhibited DSCs of 75 ± 18%, 81 ± 8%, and 97 ± 2% for the lumen, wall, and background, respectively. The extracted markers of wall thickness at the location of min radius (P = 0.0013) and the median value of relative contrast enhancement (P = 0.0033) could differentiate active and nonactive disease segments. Other extracted markers could differentiate between segments with strictures and segments without strictures (P < 0.05). The observers' agreement in measuring stricture length was >3 times superior when computed on curved planar reformatting images compared with the conventional scheme. DATA CONCLUSION: The results of this study show that the newly developed method is efficient for visualization and assessment of CD. LEVEL OF EVIDENCE: 4 Technical Efficacy: Stage 2 J. Magn. Reson. Imaging 2019;49:1565-1576.


Subject(s)
Crohn Disease/diagnostic imaging , Intestine, Small/diagnostic imaging , Magnetic Resonance Imaging , Algorithms , Child , Databases, Factual , Humans , Image Interpretation, Computer-Assisted/methods , Image Processing, Computer-Assisted , Imaging, Three-Dimensional , Neural Networks, Computer , Observer Variation , Probability , Radiology , Reproducibility of Results , Retrospective Studies , Software
9.
Pediatr Radiol ; 48(7): 973-978, 2018 07.
Article in English | MEDLINE | ID: mdl-29541806

ABSTRACT

BACKGROUND: The distal tibia is a common location for the classic metaphyseal lesion (CML). Prior radiologic-pathologic studies have suggested a tendency for medial, as opposed to lateral, cortical injury with the CML, but there has been no formal study of the geographic distribution of this strong indicator of abuse. OBJECTIVE: This study compares medial versus lateral cortical involvement of distal tibial CMLs in a clinical cohort of infants with suspected abuse. MATERIALS AND METHODS: Reports of 1,020 skeletal surveys performed for suspected abuse (July 2005-June 2016) were reviewed. Twenty-six distal tibial CMLs (14 unilateral, 6 bilateral) with anteroposterior (AP) and lateral projections on the initial skeletal survey and at least an AP view on the follow-up survey were identified in 20 infants. Two blinded pediatric radiologists determined if the medial and/or lateral margins of the distal tibial metaphysis were involved by the CML. RESULTS: Average interreader absolute agreement and kappa scores were 0.69-0.90 and 0.45-0.72, respectively. Average intrareader absolute agreement and kappa scores were 0.65-0.88 and 0.44-0.57, respectively. Analyses showed that the distal tibial CML almost always involved the medial cortical margin (reader 1=89%, reader 2=88%, pooled=89%) and the fracture infrequently involved the lateral cortical margin (reader 1=12%, reader 2=38%, pooled=26%). The percentage point difference between fracture involvement in medial and lateral margins was statistically significant from zero (P<0.001). CONCLUSION: The distal tibial CML is most often encountered medially; lateral involvement is uncommon. This observation should help guide the radiologic diagnosis and could have implications for understanding the biomechanics of this distinctive injury.


Subject(s)
Child Abuse/diagnosis , Tibia/diagnostic imaging , Tibia/injuries , Tibial Fractures/diagnostic imaging , Female , Humans , Infant , Male
10.
Med Image Anal ; 39: 124-132, 2017 Jul.
Article in English | MEDLINE | ID: mdl-28494271

ABSTRACT

Quantitative body DW-MRI can detect abdominal abnormalities as well as monitor response-to-therapy for applications including cancer and inflammatory bowel disease with increased accuracy. Parameter estimates are obtained by fitting a forward model of DW-MRI signal decay to the observed data acquired with several b-values. The DW-MRI signal decay models typically used do not account for respiratory, cardiac and peristaltic motion, however, which may deteriorate the accuracy and robustness of parameter estimates. In this work, we introduce a new model of DW-MRI signal decay that explicitly accounts for motion. Specifically, we estimated motion-compensated model parameters by simultaneously solving image registration and model estimation (SIR-ME) problems utilizing the interdependence of acquired volumes along the diffusion-weighting dimension. To accomplish this, we applied the SIR-ME model to the in-vivo DW-MRI data sets of 26 Crohn's disease (CD) patients and achieved improved precision of the estimated parameters by reducing the coefficient of variation by 8%, 24% and 8% for slow diffusion (D), fast diffusion (D*) and fast diffusion fraction (f) parameters respectively, compared to parameters estimated with independent registration in normal-appearing bowel regions. Moreover, the parameters estimated with the SIR-ME model reduced the error rate in classifying normal and abnormal bowel loops to 12% for D and 10% for f parameter with a reduction in error rate by 13% and 11% for D and f parameters, respectively, compared to the error rate in classifying parameter estimates obtained with independent registration. The experiments in DW-MRI of liver in 20 subjects also showed that the SIR-ME model improved the precision of parameter estimation by reducing the coefficient of variation to 7% for D, 23% for D*, and 8% for the f parameter. Using the SIR-ME model, the coefficient of variation was reduced by 4%, 14% and 6% for D, D* and f parameters, respectively, compared to parameters estimated with independent registration. These results demonstrate that the proposed SIR-ME model improves the accuracy and robustness of quantitative body DW-MRI in characterizing tissue microstructure.


Subject(s)
Abdomen/diagnostic imaging , Algorithms , Diffusion Magnetic Resonance Imaging/methods , Motion , Crohn Disease/diagnostic imaging , Humans , Intestines/diagnostic imaging , Liver/diagnostic imaging
11.
Med Image Anal ; 32: 173-83, 2016 08.
Article in English | MEDLINE | ID: mdl-27111049

ABSTRACT

Quantitative diffusion-weighted MR imaging (DW-MRI) of the body enables characterization of the tissue microenvironment by measuring variations in the mobility of water molecules. The diffusion signal decay model parameters are increasingly used to evaluate various diseases of abdominal organs such as the liver and spleen. However, previous signal decay models (i.e., mono-exponential, bi-exponential intra-voxel incoherent motion (IVIM) and stretched exponential models) only provide insight into the average of the distribution of the signal decay rather than explicitly describe the entire range of diffusion scales. In this work, we propose a probability distribution model of incoherent motion that uses a mixture of Gamma distributions to fully characterize the multi-scale nature of diffusion within a voxel. Further, we improve the robustness of the distribution parameter estimates by integrating spatial homogeneity prior into the probability distribution model of incoherent motion (SPIM) and by using the fusion bootstrap solver (FBM) to estimate the model parameters. We evaluated the improvement in quantitative DW-MRI analysis achieved with the SPIM model in terms of accuracy, precision and reproducibility of parameter estimation in both simulated data and in 68 abdominal in-vivo DW-MRIs. Our results show that the SPIM model not only substantially reduced parameter estimation errors by up to 26%; it also significantly improved the robustness of the parameter estimates (paired Student's t-test, p < 0.0001) by reducing the coefficient of variation (CV) of estimated parameters compared to those produced by previous models. In addition, the SPIM model improves the parameter estimates reproducibility for both intra- (up to 47%) and inter-session (up to 30%) estimates compared to those generated by previous models. Thus, the SPIM model has the potential to improve accuracy, precision and robustness of quantitative abdominal DW-MRI analysis for clinical applications.


Subject(s)
Abdomen/diagnostic imaging , Diffusion Magnetic Resonance Imaging/methods , Motion , Movement , Adolescent , Algorithms , Child , Female , Humans , Image Interpretation, Computer-Assisted/methods , Liver/diagnostic imaging , Male , Markov Chains , Reproducibility of Results , Sensitivity and Specificity , Spleen/diagnostic imaging , Young Adult
12.
Int Angiol ; 35(6): 613-621, 2016 Dec.
Article in English | MEDLINE | ID: mdl-26868134

ABSTRACT

BACKGROUND: The aim of this study was to identify Magnetic Resonance Imaging (MRI) characteristics that reliably distinguish deep plexiform neurofibromas (PNFs) from venous malformations (VMs). METHODS: A database search was conducted for patients that were referred with a vascular anomaly but had a neurofibroma instead. Clinical and imaging features of patients with venous malformations as the most common referral diagnosis were compared to those with PNFs. The imaging features of deep PNFs recorded were: anatomical location, size, morphology, margins, signal intensity and post-contrast enhancement pattern. RESULTS: Ten patients with PNFs were identified. Five patients had adequate imaging. These five patients were included in our study. There were 3 female and 2 male patients ranging in age from 10 months to 21 years. Deep PNFs were located in the cervicofacial region (N.=3), lower extremity (N.=1) and back/flank region (N.=1). The most common clinical features of all these patients were palpable mass (N.=5) and pain (N.=4). The MRI features that distinguished VMs from deep PNFs were the serpiginous morphology, relatively intermediate T-2 signal intensity and peculiar enhancement pattern without fluid-fluid levels or phleboliths and nerve root involvement. The target sign can be regularly found in PNFs, but may be also present in VMs and other vascular lesions. CONCLUSIONS: Target signs, a typical sign of PNFs may be absent and can also be found in vascular anomalies, leading to confusion in diagnosis. PNFs can be reliably distinguished from VMs on MRI based on the above mentioned features.


Subject(s)
Diagnostic Errors , Magnetic Resonance Imaging , Neurofibroma, Plexiform/diagnostic imaging , Vascular Malformations/diagnostic imaging , Vascular Neoplasms/diagnostic imaging , Veins/diagnostic imaging , Child , Databases, Factual , Female , Humans , Infant , Male , Predictive Value of Tests , Retrospective Studies , Ultrasonography, Doppler , Young Adult
13.
Congenit Heart Dis ; 11(1): 80-6, 2016.
Article in English | MEDLINE | ID: mdl-26302998

ABSTRACT

OBJECTIVE: Critically ill children with congenital heart disease (CHD) are at risk for metabolic bone disease (MBD) and bone fractures. Our objective was to characterize a cohort of CHD patients with fractures and describe a Fragile Bone Protocol (FBP) developed to reduce fractures. DESIGN/SETTING: Patients who developed fractures in the Cardiac Intensive Care Unit (CICU) of Boston Children's Hospital from 3/2008 to 6/2014 were identified via quality improvement and radiology databases. The FBP (initiated July 2011) systematically identifies patients at risk for MBD and prescribes special handling precautions. RESULTS: Twenty-three fractures were identified in 15 children. Median age at fracture identification was 6.2 months, with a median duration of hospitalization before fracture diagnosis of 2.7 months. Six patients (40%) had single ventricle CHD. Hyperparathyroidism and low 25-OH vitamin D levels were present in 77% and 40% of those tested, respectively. Compared with patients not diagnosed with fractures, fracture patients had increased exposure to possible risk factors for MBD and had elevated parathyroid and decreased calcitriol levels.Six patients (40%) did not survive to hospital discharge, compared with an overall CICU mortality rate of 2.6% (P < .01). The fracture case rate before implementation of the FBP was 2.6 cases/1000 admissions and was 0.7/1000 after implementation of the FBP (P = .04). CONCLUSIONS: Critically ill CHD patients are at risk for fractures. They represent a complex group who frequently has hyperparathyroidism and decreased calcitriol levels, and each may predispose to fractures. FBPs consisting of identification and careful patient handling should be considered in at-risk patients.


Subject(s)
Bone Diseases, Metabolic/etiology , Fractures, Bone/etiology , Heart Defects, Congenital/complications , Age Factors , Biomarkers/blood , Bone Diseases, Metabolic/blood , Bone Diseases, Metabolic/diagnosis , Bone Diseases, Metabolic/therapy , Boston , Calcitriol/blood , Clinical Protocols , Critical Illness , Female , Fractures, Bone/diagnostic imaging , Fractures, Bone/prevention & control , Heart Defects, Congenital/diagnosis , Heart Defects, Congenital/therapy , Hospital Mortality , Hospitals, Pediatric , Humans , Hyperparathyroidism/blood , Hyperparathyroidism/etiology , Hyperparathyroidism/therapy , Infant , Infant Mortality , Length of Stay , Male , Parathyroid Hormone/blood , Retrospective Studies , Risk Assessment , Risk Factors , Time Factors
14.
Article in English | MEDLINE | ID: mdl-26550612

ABSTRACT

Non-invasive characterization of water molecule's mobility variations by quantitative analysis of diffusion-weighted MRI (DW-MRI) signal decay in the abdomen has the potential to serve as a biomarker in gastrointestinal and oncological applications. Accurate and reproducible estimation of the signal decay model parameters is challenging due to the presence of respiratory, cardiac, and peristalsis motion. Independent registration of each b-value image to the b-value=0 s/mm(2) image prior to parameter estimation might be sub-optimal because of the low SNR and contrast difference between images of varying b-value. In this work, we introduce a motion-compensated parameter estimation framework that simultaneously solves image registration and model estimation (SIR-ME) problems by utilizing the interdependence of acquired volumes along the diffusion weighting dimension. We evaluated the improvement in model parameters estimation accuracy using 16 in-vivo DW-MRI data sets of Crohn's disease patients by comparing parameter estimates obtained using the SIR-ME model to the parameter estimates obtained by fitting the signal decay model to the acquired DW-MRI images. The proposed SIR-ME model reduced the average root-mean-square error between the observed signal and the fitted model by more than 50%. Moreover, the SIR-ME model estimates discriminate between normal and abnormal bowel loops better than the standard parameter estimates.


Subject(s)
Abdomen/diagnostic imaging , Body Water/diagnostic imaging , Diffusion Magnetic Resonance Imaging/methods , Organ Motion , Algorithms , Humans , Reproducibility of Results , Sensitivity and Specificity
15.
Med Phys ; 42(4): 1895-903, 2015 Apr.
Article in English | MEDLINE | ID: mdl-25832079

ABSTRACT

PURPOSE: To evaluate the effect of the spatially constrained incoherent motion (SCIM) method on improving the precision and robustness of fast and slow diffusion parameter estimates from diffusion-weighted MRI in liver and spleen in comparison to the independent voxel-wise intravoxel incoherent motion (IVIM) model. METHODS: We collected diffusion-weighted MRI (DW-MRI) data of 29 subjects (5 healthy subjects and 24 patients with Crohn's disease in the ileum). We evaluated parameters estimates' robustness against different combinations of b-values (i.e., 4 b-values and 7 b-values) by comparing the variance of the estimates obtained with the SCIM and the independent voxel-wise IVIM model. We also evaluated the improvement in the precision of parameter estimates by comparing the coefficient of variation (CV) of the SCIM parameter estimates to that of the IVIM. RESULTS: The SCIM method was more robust compared to IVIM (up to 70% in liver and spleen) for different combinations of b-values. Also, the CV values of the parameter estimations using the SCIM method were significantly lower compared to repeated acquisition and signal averaging estimated using IVIM, especially for the fast diffusion parameter in liver (CVIV IM = 46.61 ± 11.22, CVSCIM = 16.85 ± 2.160, p < 0.001) and spleen (CVIV IM = 95.15 ± 19.82, CVSCIM = 52.55 ± 1.91, p < 0.001). CONCLUSIONS: The SCIM method characterizes fast and slow diffusion more precisely compared to the independent voxel-wise IVIM model fitting in the liver and spleen.


Subject(s)
Diffusion Magnetic Resonance Imaging/methods , Image Processing, Computer-Assisted/methods , Liver/anatomy & histology , Spleen/anatomy & histology , Adolescent , Adult , Algorithms , Child , Child, Preschool , Crohn Disease/pathology , Diffusion , Female , Humans , Ileum , Liver/pathology , Male , Models, Theoretical , Motion , Spleen/pathology , Young Adult
16.
Radiology ; 275(3): 810-21, 2015 Jun.
Article in English | MEDLINE | ID: mdl-25688889

ABSTRACT

PURPOSE: To determine if rickets is present in cases of infant homicide with classic metaphyseal lesions (CMLs) and other skeletal injuries. MATERIALS AND METHODS: This study was exempt from the institutional human subjects board review because all infants were deceased. An archival review (1984-2012) was performed of the radiologic and histopathologic findings of 46 consecutive infant fatalities referred from the state medical examiner's office for the evaluation of possible child abuse. Thirty infants with distal femoral histologic material were identified. Additional inclusion criteria were as follows: (a) The medical examiner determined that the infant had sustained a head injury and that the manner of death was a homicide, (b) at least one CML was evident at skeletal survey, (c) CMLs were confirmed at autopsy, and (d) non-CML fractures were also present. Nine infants (mean age, 3.9 months; age range, 1-9 months) were identified. Two pediatric radiologists independently reviewed the skeletal surveys for rachitic changes at the wrists and knees. A bone and soft tissue pathologist reviewed the distal femoral histologic slices for rickets. RESULTS: There were no radiographic or pathologic features of rickets in the cohort. CONCLUSION: The findings provide no support for the view that the CML is due to rickets. Rather, they strengthen a robust literature that states that the CML is a traumatic injury commonly encountered in physically abused infants.


Subject(s)
Child Abuse/diagnosis , Child Abuse/mortality , Craniocerebral Trauma/diagnosis , Rickets/diagnosis , Diagnosis, Differential , Female , Femur , Humans , Infant , Male , Retrospective Studies
17.
Pediatr Radiol ; 45(1): 69-80, 2015 Jan.
Article in English | MEDLINE | ID: mdl-24997790

ABSTRACT

BACKGROUND: Skeletal surveys are routinely performed in cases of suspected child abuse, but there are limited data regarding the yield of high-detail skeletal surveys in infants. OBJECTIVE: To determine the diagnostic yield of high-detail radiographic skeletal surveys in suspected infant abuse. MATERIAL AND METHODS: We reviewed the high-detail American College of Radiology standardized skeletal surveys performed for suspected abuse in 567 infants (median: 4.4 months, SD 3.47; range: 4 days-12 months) at a large urban children's hospital between 2005 and 2013. Skeletal survey images, radiology reports and medical records were reviewed. A skeletal survey was considered positive when it showed at least one unsuspected fracture. RESULTS: In 313 of 567 infants (55%), 1,029 definite fractures were found. Twenty-one percent (119/567) of the patients had a positive skeletal survey with a total of 789 (77%) unsuspected fractures. Long-bone fractures were the most common injuries, present in 145 children (26%). The skull was the site of fracture in 138 infants (24%); rib cage in 77 (14%), clavicle in 24 (4.2%) and uncommon fractures (including spine, scapula, hands and feet and pelvis) were noted in 26 infants (4.6%). Of the 425 infants with neuroimaging, 154 (36%) had intracranial injury. No significant correlation between positive skeletal survey and associated intracranial injury was found. Scapular fractures and complex skull fractures showed a statistically significant correlation with intracranial injury (P = 0.029, P = 0.007, respectively). CONCLUSION: Previously unsuspected fractures are noted on skeletal surveys in 20% of cases of suspected infant abuse. These data may be helpful in the design and optimization of global skeletal imaging in this vulnerable population.


Subject(s)
Child Abuse/diagnosis , Diagnostic Errors/statistics & numerical data , Forensic Medicine/methods , Fractures, Bone/diagnostic imaging , Fractures, Bone/epidemiology , Child Abuse/prevention & control , Diagnostic Errors/prevention & control , False Negative Reactions , Female , Forensic Medicine/statistics & numerical data , Humans , Incidence , Infant , Infant, Newborn , Male , Radiography , Reproducibility of Results , Retrospective Studies , Risk Factors , Sensitivity and Specificity
18.
Pediatr Radiol ; 44(12): 1564-72, 2014 Dec.
Article in English | MEDLINE | ID: mdl-25027192

ABSTRACT

OBJECTIVE: To describe a skeletal survey data entry and compilation tool and assess physician attitudes toward this reporting approach. BACKGROUND: Narrative skeletal survey reports are highly variable and prone to inconsistencies with potential adverse impact on patients. MATERIALS AND METHODS: The prototype skeletal survey data entry and compilation tool was developed and introduced into clinical practice at a large urban children's hospital. Pediatric radiologists and child protection team (CPT) pediatricians completed a survey of reporting preferences. Skeletal survey reports between March 1, 2013, and March 1, 2014, were reviewed to assess use of the tool. RESULTS: The survey response rate was 70% (14/20) for radiologists and 100% (4/4) for CPT pediatricians. Among responding radiologists, 54.5% (6/11) indicated that a skeletal survey data entry and compilation tool was helpful for skeletal surveys with >3 fractures; 80% (8/10) of responding radiologists indicated that tabulated data from prior skeletal survey was helpful when interpreting a follow-up skeletal survey with >3 fractures; 90.9% (10/11) of radiologists thought the tool improved report organization; 72.7% (8/11) thought it improved accuracy. Most radiologists (11/12, 91.7%) and 100% (4/4) of CPT clinicians preferred reports with both free text and a tabulated fracture list for testifying in court when >3 fractures were present. The tool was used in the reporting of 14/23 (61%) skeletal surveys with >3 fractures during a 1-year period. A case example using the application is presented. CONCLUSION: Most radiologists and CPT physicians at our center prefer skeletal survey reports with tabulated data and narrative description; 91.7% (11/12) of radiologists and all CPT clinicians prefer this approach for testifying in court when >3 fractures are present.


Subject(s)
Child Abuse/diagnosis , Fractures, Bone/diagnostic imaging , Mandatory Reporting , Physicians/statistics & numerical data , Radiology Information Systems/statistics & numerical data , Wounds and Injuries/diagnostic imaging , Attitude of Health Personnel , Bone and Bones/diagnostic imaging , Child , Child, Preschool , Diagnosis, Differential , Humans , Infant , Pediatrics/methods , Pediatrics/statistics & numerical data , Population Surveillance , Radiography , Radiology/methods , Radiology/statistics & numerical data
20.
Pediatrics ; 133(2): e477-89, 2014 Feb.
Article in English | MEDLINE | ID: mdl-24470642

ABSTRACT

Fractures are common injuries caused by child abuse. Although the consequences of failing to diagnose an abusive injury in a child can be grave, incorrectly diagnosing child abuse in a child whose fractures have another etiology can be distressing for a family. The aim of this report is to review recent advances in the understanding of fracture specificity, the mechanism of fractures, and other medical diseases that predispose to fractures in infants and children. This clinical report will aid physicians in developing an evidence-based differential diagnosis and performing the appropriate evaluation when assessing a child with fractures.


Subject(s)
Child Abuse , Fractures, Bone/diagnosis , Fractures, Bone/etiology , Child , Diagnosis, Differential , Humans
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