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1.
Isr Med Assoc J ; 25(12): 828-833, 2022 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-36573778

RESUMO

BACKGROUND: Acute mesenteric ischemia (AMI) is a medical condition with high levels of morbidity and mortality. However, most patients suspected of AMI will eventually have a different diagnosis. Nevertheless, these patients have a high risk for co-morbidities. OBJECTIVES: To analyze patients with suspected AMI with an alternative final diagnosis, and to evaluate a machine learning algorithm for prognosis prediction in this population. METHODS: In a retrospective search, we retrieved patient charts of those who underwent computed tomography angiography (CTA) for suspected AMI between January 2012 and December 2015. Non-AMI patients were defined as patients with negative CTA and a final clinical diagnosis other than AMI. Correlation of past medical history, laboratory values, and mortality rates were evaluated. We evaluated gradient boosting (XGBoost) model for mortality prediction. RESULTS: The non-AMI group comprised 325 patients. The two most common groups of diseases included gastrointestinal (33%) and biliary-pancreatic diseases (27%). Mortality rate was 24.6% for the entire cohort. Medical history of chronic kidney disease (CKD) had higher risk for mortality (odds ratio 2.2). Laboratory studies revealed that lactate dehydrogenase (LDH) had the highest diagnostic ability for predicting mortality in the entire cohort (AUC 0.70). The gradient boosting model showed an area under the curve of 0.82 for predicting mortality. CONCLUSIONS: Patients with suspected AMI with an alternative final diagnosis showed a 25% mortality rate. A past medical history of CKD and elevated LDH were associated with increased mortality. Non-linear machine learning algorithms can augment single variable inputs for predicting mortality.


Assuntos
Isquemia Mesentérica , Insuficiência Renal Crônica , Humanos , Isquemia Mesentérica/diagnóstico por imagem , Angiografia por Tomografia Computadorizada , Estudos Retrospectivos , Angiografia , Isquemia
2.
Gastrointest Endosc ; 91(3): 606-613.e2, 2020 03.
Artigo em Inglês | MEDLINE | ID: mdl-31743689

RESUMO

BACKGROUND AND AIMS: The aim of our study was to develop and evaluate a deep learning algorithm for the automated detection of small-bowel ulcers in Crohn's disease (CD) on capsule endoscopy (CE) images of individual patients. METHODS: We retrospectively collected CE images of known CD patients and control subjects. Each image was labeled by an expert gastroenterologist as either normal mucosa or containing mucosal ulcers. A convolutional neural network was trained to classify images into either normal mucosa or mucosal ulcers. First, we trained the network on 5-fold randomly split images (each fold with 80% training images and 20% images testing). We then conducted 10 experiments in which images from n - 1 patients were used to train a network and images from a different individual patient were used to test the network. Results of the networks were compared for randomly split images and for individual patients. Area under the curves (AUCs) and accuracies were computed for each individual network. RESULTS: Overall, our dataset included 17,640 CE images from 49 patients: 7391 images with mucosal ulcers and 10,249 images of normal mucosa. For randomly split images results were excellent, with AUCs of .99 and accuracies ranging from 95.4% to 96.7%. For individual patient-level experiments, the AUCs were also excellent (.94-.99). CONCLUSIONS: Deep learning technology provides accurate and fast automated detection of mucosal ulcers on CE images. Individual patient-level analysis provided high and consistent diagnostic accuracy with shortened reading time; in the future, deep learning algorithms may augment and facilitate CE reading.


Assuntos
Endoscopia por Cápsula , Doença de Crohn , Aprendizado Profundo , Intestino Delgado/diagnóstico por imagem , Úlcera/diagnóstico por imagem , Algoritmos , Automação , Endoscopia por Cápsula/métodos , Doença de Crohn/complicações , Doença de Crohn/diagnóstico por imagem , Humanos , Mucosa Intestinal/diagnóstico por imagem , Redes Neurais de Computação , Distribuição Aleatória , Reprodutibilidade dos Testes , Estudos Retrospectivos , Úlcera/etiologia
3.
J Comput Assist Tomogr ; 41(4): 633-637, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28240634

RESUMO

OBJECTIVE: The aim of this study was to compare the computed tomography imaging features of a torsed inguinal testis with nontorsed inguinal testes. METHODS: Computed tomography scans of patients with undescended testes were retrospectively collected (2011-2016). Imaging features of nontorsed undescended testis were compared with a case of an inguinal torsed testis. Observations included location of the undescended testis, size (length × width) and texture of each testis, peritesticular findings, position of testicular vessels, and enhancement patterns. RESULTS: Twelve nontorsed inguinal undescended testes were compared with 1 torsed undescended testicle. Torsed testis was larger than nontorsed (44 × 27 mm vs 32.9 ± 6.1 × 22.9 ± 4.9 mm), surrounded by fat stranding and fluid, with heterogeneous texture, enhancement of its outer layers, and an upward kink of its vessels. CONCLUSIONS: Because torsed undescended testis can mimic a groin abscess and because torsion is a medical emergency, radiologists should be aware of this entity and its distinguishing imaging features. Color Doppler examination can ascertain absence/reduction of blood flow.


Assuntos
Criptorquidismo/complicações , Criptorquidismo/diagnóstico por imagem , Torção do Cordão Espermático/complicações , Torção do Cordão Espermático/diagnóstico por imagem , Tomografia Computadorizada por Raios X/métodos , Adulto , Idoso , Criança , Pré-Escolar , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Testículo/diagnóstico por imagem , Adulto Jovem
4.
BMC Gastroenterol ; 14: 146, 2014 Aug 16.
Artigo em Inglês | MEDLINE | ID: mdl-25129422

RESUMO

BACKGROUND: Evaluation of pregnant women with known or suspected Crohn's disease (CD) remains a challenge. Magnetic Resonance Enterography (MRE) is a promising diagnostic tool in these patients; however, the clinical data on MRE utilization in pregnancy is scarce. The aim of the study was to describe the experience with MRE in pregnant CD patients in a tertiary referral center. METHODS: We retrospectively reviewed MRE studies performed in pregnant women with known or suspected CD that were performed between January 2007 and November 2012. Imaging findings, clinical management and outcome were extracted from patient's file and electronic records. Image quality was evaluated. RESULTS: Ten studies of 9 patients were included. MRE protocol was modified to maximize maternal and fetal safety, and intravenous gadolinium was not used. In 7 patients, CD diagnosis was previously established; six were admitted with clinical symptoms consistent with CD exacerbation, and an additional patient with a recurrent groin abscess without apparent luminal symptoms. In all seven patients, imaging features consistent with active CD were detected; new penetrating complications were detected in 4 patients. Two patients underwent MRE for suspected CD which was not comforted by study results. The clinical management was significantly impacted by MRE results in all positive cases. The image quality of the fast MRE sequences obtained without gadolinium was satisfactory and allowed meaningful interpretation. CONCLUSION: MRE with an adapted protocol for pregnancy is a reliable imaging modality to manage in pregnant women with known or suspected CD.


Assuntos
Doença de Crohn/diagnóstico , Intestino Delgado/patologia , Complicações na Gravidez/diagnóstico , Adulto , Estudos de Coortes , Doença de Crohn/patologia , Feminino , Humanos , Imageamento por Ressonância Magnética , Gravidez , Complicações na Gravidez/patologia , Estudos Retrospectivos
5.
AJR Am J Roentgenol ; 197(5): W882-6, 2011 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-22021536

RESUMO

OBJECTIVE: The purpose of this study was to compare opacification of the urinary collecting system and radiation dose associated with three-phase 64-MDCT urographic protocols and those associated with a split-bolus dual-phase protocol including furosemide. MATERIALS AND METHODS: Images from 150 CT urographic examinations performed with three scanning protocols were retrospectively evaluated. Group A consisted of 50 sequentially registered patients who underwent a three-phase protocol with saline infusion. Group B consisted of 50 sequentially registered patients who underwent a reduced-radiation three-phase protocol with saline. Group C consisted of 50 sequentially registered patients who underwent a dual-phase split-bolus protocol that included a low-dose furosemide injection. Opacification of the urinary collecting system was evaluated with segmental binary scoring. Contrast artifacts were evaluated, and radiation doses were recorded. Results were compared by analysis of variance. RESULTS: A significant reduction in mean effective radiation dose was found between groups A and B (p < 0.001) and between groups B and C (p < 0.001), resulting in 65% reduction between groups A and C (p < 0.001). This reduction did not significantly affect opacification score in any of the 12 urinary segments (p = 0.079). In addition, dense contrast artifacts overlying the renal parenchyma observed with the three-phase protocols (groups A and B) were avoided with the dual-phase protocol (group C) (p < 0.001). CONCLUSION: A dual-phase protocol with furosemide injection is the preferable technique for CT urography. In comparison with commonly used three-phase protocols, the dual-phase protocol significantly reduces radiation exposure dose without reduction in image quality.


Assuntos
Diuréticos , Furosemida , Iopamidol/análogos & derivados , Tomografia Computadorizada por Raios X/métodos , Urografia/métodos , Doenças Urológicas/diagnóstico por imagem , Adulto , Idoso , Idoso de 80 Anos ou mais , Análise de Variância , Artefatos , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Doses de Radiação , Estudos Retrospectivos , Cloreto de Sódio
6.
Clin Imaging ; 60(2): 216-221, 2020 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-31927497

RESUMO

INTRODUCTION: We aimed to describe computed tomography (CT) findings of early complications after interventional hemorrhoid treatments in emergency department (ED) patients. MATERIALS AND METHODS: We identified all ED patients requiring abdominal and/or pelvic CT between February 2012 and February 2019, and included only patients who underwent CT for suspected early (up to 30 days) post hemorrhoidectomy procedure complications. Presenting symptoms, salient CT findings and clinical outcomes were collected. RESULTS: Overall, 48,425 abdominal and/or pelvic CTs were performed. Of these, we identified 12 patients (8 male, 4 female) who underwent CT in our ED following hemorrhoidectomy procedures. At presentation, peri-anal or abdominal pain was the most common symptom. One patient presented with hemodynamic instability. CT findings included proctitis (4/12), rectal perforation (2/12), peri-anal abscess (1/12) and peri-anal fistula (1/12). Two of the patients with proctitis presented with significant submucosal edema. On follow-up, three patients required intensive care hospitalization, and two of those underwent emergent laparotomy. The third patient died due to secondary infection during his hospitalization. CONCLUSION: Hemorrhoidectomy procedures may result in severe complications which should be recognized by ED radiologists. These complications carry a potential risk for significant clinical consequences. Both clinicians and radiologists should be aware of the possibility of such complications when patients present to the ED early after hemorrhoid procedures.


Assuntos
Hemorroidectomia , Complicações Pós-Operatórias/diagnóstico por imagem , Adulto , Feminino , Hemorroidas , Hospitalização , Humanos , Masculino , Pessoa de Meia-Idade , Complicações Pós-Operatórias/etiologia , Tomografia Computadorizada por Raios X , Resultado do Tratamento
7.
Br J Radiol ; 93(1115): 20200591, 2020 Nov 01.
Artigo em Inglês | MEDLINE | ID: mdl-32816525

RESUMO

OBJECTIVES: We aimed to analyze the association between the onsets of PE and of progressive disease (PD) in CT scans of oncological patients undergoing clinical trials. METHODS: We retrospectively searched our oncological clinical trials database (1/2012 - 6/2017). We retrieved patients who underwent protocol baseline and follow-up CT scans. RECIST 1.1 categories of response were calculated for each scan at interpretation. The entire dataset was searched for reports with incidental PE.For patients with incidental PE, we collected all the scans conducted up to and including the scan with PE. For each scan, we retrieved the recorded RECIST 1.1 category. We excluded patients with PE at baseline.The frequency of incidental PE in oncological clinical trial patients was calculated. For patients with incidental PE, we evaluated the association between PE and PD. RESULTS: During the study period, 1,070 patients underwent 3,818 CTs. The total number of follow-up months was 7,292 months. 18 patients developed incidental PE during follow-up. Thus, the frequency of incidental PE in oncological clinical trial patients was 3% per year of follow-up. Patients with incidental PE underwent 60 scans up to development of PE. Of 42 non-baseline scans, 6/6 (100%) PD showed PE, and 5/36 (13.9%) non-PD showed PE, making PE onset associated with PD onset (p < 0.001). CONCLUSION: In oncological clinical trials, the frequency of incidental PE is 3% per year of follow-up. The onset of incidental PE is linked to the onset of PD. ADVANCES IN KNOWLEDGE: Incidental PE is associated with the onset of disease progression. Radiologists interpret oncological scans should be aware of the association between PE and PD.


Assuntos
Progressão da Doença , Achados Incidentais , Neoplasias/diagnóstico por imagem , Embolia Pulmonar/diagnóstico por imagem , Tomografia Computadorizada por Raios X , Idoso , Idoso de 80 Anos ou mais , Ensaios Clínicos como Assunto , Bases de Dados Factuais , Feminino , Humanos , Incidência , Masculino , Pessoa de Meia-Idade , Embolia Pulmonar/epidemiologia , Critérios de Avaliação de Resposta em Tumores Sólidos , Estudos Retrospectivos , Tomografia Computadorizada por Raios X/estatística & dados numéricos
8.
Obes Surg ; 29(2): 499-505, 2019 02.
Artigo em Inglês | MEDLINE | ID: mdl-30280333

RESUMO

PURPOSE: Laparoscopic adjustable gastric banding (LAGB) used to be a common procedure at the turn of the century and is still frequently encountered on CT scans in common clinical practice. Our aim is to present the frequency and spectrum of complication associated with LAGB, as observed in CT. MATERIALS AND METHODS: After approval of our institutional review board, a retrospective search for LAGB in CT interpretations using the term "band" between December 2011 and April 2017 was conducted. CT scans were reviewed to identify complications. The findings were divided into two groups: symptomatic, in which the complications caused acute symptoms for which CT scans were conducted, and incidental, in which complications were incidentally identified. The frequency of complications was calculated. RESULTS: We identified 160 patients who underwent LAGB and performed a CT scan. Complications were identified in 69/160 (43.1%) patients, with a total of 83 findings: 47/160 (29.4%) esophageal dilatation, 13/160 (8.2%) pulmonary complications, 6/160 (3.8%) abdominal abscesses, 5/160 (3.1%) small bowel obstructions, 4/160 (2.5%) intragastric band erosions, 4/160 (2.5%) tube disconnections, 3/160 (1.9%) port site and tube course infections, and 1/160 (0.6%) small pouch bezoars. When compared with patients' referral notes, 38/83 (45.8%) of the findings were associated with acute symptoms, whereas 45/83 (54.2%) of the findings were incidental. Eighteen percent of the incidental complications were clinically important. CONCLUSION: Complications were found in 43% of CT scans of patients who underwent LAGB; less than half of the findings were symptomatic. Some of the incidentally identified complications had substantial clinical importance.


Assuntos
Gastroplastia/efeitos adversos , Complicações Pós-Operatórias/diagnóstico por imagem , Tomografia Computadorizada por Raios X , Humanos , Radiografia Abdominal , Estudos Retrospectivos
9.
Clin Imaging ; 56: 41-46, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-30875523

RESUMO

PURPOSE: Ki-67 is a marker of cellular proliferation that is commonly used for the assessment of rhabdomyosarcoma. The aim of this study was to investigate the associations between Ki-67 expression and primary tumor diameter with CT evidence of lymph node and solid organ metastatic spread in rhabdomyosarcoma. MATERIALS AND METHODS: An institutional review board approval was granted for this study. A retrospective search for rhabdomyosarcoma patients was conducted. Pathology reports were examined for Ki-67 expression. Chest-abdomen CT was assessed for radiological evidence of lymph node and metastatic spread. The maximal primary tumor diameter (termed tumor size) was also measured in different modalities CT, MRI, PET-CT and US. Ki-67 levels and primary tumor maximal diameters were compared to CT evidence of lymph node and organ metastatic spread. RESULTS: Twenty-four patients with rhabdomyosarcoma were included. CT evidence of lymph node spread was associated with Ki-67 levels (AUC = 0.896, p = 0.006) and to a lesser extent with tumor size (AUC = 0.790, p = 0.030). However, organ metastatic spread was associated only with tumor size (AUC = 0.854, p = 0.006) and not with Ki-67 levels (AUC = 0.604, p = 0.469). A combination of tumor size ≥50 mm and Ki-67 levels ≥60% was significantly associated with CT evidence of lymph node spread (p = 0.004). CONCLUSION: In conclusion, this study demonstrates radiological-pathological correlation in RMS. Lymph node spread detected by radiological images is associated with Ki-67 values. Lymph node and metastatic spread are associated with primary tumor size.


Assuntos
Antígeno Ki-67/metabolismo , Linfonodos/patologia , Metástase Linfática/patologia , Rabdomiossarcoma/metabolismo , Adolescente , Adulto , Área Sob a Curva , Biomarcadores/metabolismo , Proliferação de Células , Criança , Pré-Escolar , Feminino , Humanos , Lactente , Recém-Nascido , Imageamento por Ressonância Magnética/métodos , Masculino , Tomografia por Emissão de Pósitrons combinada à Tomografia Computadorizada/métodos , Tomografia por Emissão de Pósitrons/métodos , Estudos Retrospectivos , Adulto Jovem
10.
Therap Adv Gastroenterol ; 11: 1756284818765956, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-29686731

RESUMO

Magnetic resonance enterography (MRE) is a leading radiological modality in Crohn's disease (CD) and is used together with laboratory findings and endoscopic examinations for the evaluation of patients during initial diagnosis and follow up. Over the years, there has been great progress in the understanding of CD and there is a continuous strive to achieve better monitoring of patients and to develop new modalities which will predict disease course and thus help in clinical decisions making. An objective evaluation of CD using a quantification score is not a new concept and there are different clinical, endoscopies, radiological and combined indices which are used in clinical practice. Such scores are a necessity in clinical trials on CD for evaluation of disease response, however, there is no consensus of the preferred MRE score and they are not routinely used. This review presents MRE-based indices in use in the last decade: the Magnetic Resonance Index of Activity (MaRIA), the Clermont score, the Crohn's Disease Magnetic Resonance Imaging (MRI) Index (CDMI), the Magnetic Resonance Enterography Global Score (MEGS) and the Lemann index. We compare the different indices and evaluate the clinical research that utilized them. The aim of this review is to provide a reference guide for researchers and clinicians who incorporate MRE indices in their work. When devising future indices, accumulated data of the existing indices must be taken into account, as each of the current indices has its own strengths and weakness.

11.
Acad Radiol ; 25(5): 626-635, 2018 05.
Artigo em Inglês | MEDLINE | ID: mdl-29326049

RESUMO

RATIONALE AND OBJECTIVES: Gynecomastia is the benign enlargement of the male breast because of proliferation of the glandular component. To date, there is no radiological definition of gynecomastia and no quantitative evaluation of breast glandular tissues in the general male population. The aims of this study were to supply radiological-based measurements of breast glandular tissue in the general male population, to quantitatively assess the prevalence of gynecomastia according to age by decades, and to evaluate associations between gynecomastia and obesity, cirrhosis, and dialysis. MATERIALS AND METHODS: This retrospective study included 506 men who presented to the emergency department following trauma and underwent chest-abdominal computed tomography. Also included were 45 patients undergoing hemodialysis and 50 patients with cirrhosis who underwent chest computed tomography. The incidence and size of gynecomastia for all the study population were calculated. RESULTS: Breast tissue diameters of 22 mm, 28 mm, and 36 mm corresponded to 90th, 95th, and 97.5th cumulative percentiles of diameters in the general male population. Peaks of gynecomastia were shown in the ninth decade and in boys aged 13-14 years. Breast tissue diameter did not correlate with body mass index (r = -0.031). Patients undergoing hemodialysis and patients with cirrhosis had higher percentages (P < .0001) of breast tissue diameters above 22 mm, 28 mm, and 36 mm. CONCLUSIONS: Breast tissue diameter is a simple and reliable quantitative tool for the assessment of gynecomastia. This method provides the ability to determine the incidence of gynecomastia by age in the general population. Radiological gynecomastia should be defined as 22 mm, 28 mm, or 36 mm (90th, 95th, and 97.5th percentiles, respectively). Radiological gynecomastia is not associated with obesity, but is associated with cirrhosis and dialysis.


Assuntos
Mama/diagnóstico por imagem , Mama/fisiologia , Ginecomastia/diagnóstico por imagem , Ginecomastia/epidemiologia , Adolescente , Adulto , Distribuição por Idade , Idoso , Idoso de 80 Anos ou mais , Índice de Massa Corporal , Mama/anatomia & histologia , Criança , Humanos , Incidência , Cirrose Hepática/epidemiologia , Masculino , Pessoa de Meia-Idade , Obesidade/epidemiologia , Tamanho do Órgão , Prevalência , Diálise Renal , Estudos Retrospectivos , Tomografia Computadorizada por Raios X , Adulto Jovem
12.
Clin Imaging ; 33(6): 433-8, 2009.
Artigo em Inglês | MEDLINE | ID: mdl-19857803

RESUMO

BACKGROUND: Seventy percent of newly diagnosed colorectal cancer cases are potential candidates for curative surgery, but after resection, in 30%, the tumor will recur. Postoperative follow-up includes endoscopic colonoscopy (EC) and computed tomography (CT). There have been only a few publications on the use of contrast-enhanced CT colonography (CECTC) in the follow-up of these patients. METHODS: Twenty-nine consecutive patients after resection of colorectal cancer underwent CECTC and EC on the same day. CECTC studies were reviewed for identification of strictures, recurrence, polyps and metastases. RESULTS: The anastomosis was identified in 96% of patients on CECTC and in 82% on endoscopic colonoscopy. One stricture was identified by both techniques. One extraluminal recurrence was depicted only on CECTC. Sensitivity in detecting polyps was per polyp 93% and per patient 100%. CONCLUSION: CECTC performed on a 64-slice multidetector CT is reliable in imaging the postoperative colon for the follow-up of patients after resection of colorectal cancer.


Assuntos
Colonografia Tomográfica Computadorizada/métodos , Colonoscopia/métodos , Neoplasias Colorretais/diagnóstico , Neoplasias Colorretais/cirurgia , Feminino , Seguimentos , Humanos , Masculino , Pessoa de Meia-Idade , Prognóstico , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Resultado do Tratamento
13.
Clin Imaging ; 32(5): 355-61, 2008.
Artigo em Inglês | MEDLINE | ID: mdl-18760722

RESUMO

BACKGROUND: Patients with Crohn disease (CD) often undergo both multislice computed tomography (MSCT) and small bowel follow-through (SBFT) for evaluation of their disease. We compared the findings on computed tomography (CT) and SBFT in patients with CD to determine whether MSCT can be the modality of choice in the evaluation of these patients. METHODS: We reviewed the CT and SBFT studies of 41 patients with CD. The findings were evaluated by three experienced abdominal imagers. RESULTS: There was no statistical difference in the detection of mural involvement of the small bowel. The CT showed additional involvement of the colon, mesenteric involvement, and extraenteric complications. CONCLUSION: Multislice CT is a reliable modality in demonstrating enteric as well as extraenteric pathological findings in patients with CD. We suggest that MSCT can replace SBFT in the evaluation of patients with CD.


Assuntos
Sulfato de Bário , Doença de Crohn/diagnóstico por imagem , Doença de Crohn/patologia , Tomografia Computadorizada por Raios X/métodos , Adolescente , Adulto , Idoso , Estudos de Coortes , Feminino , Seguimentos , Motilidade Gastrointestinal/efeitos dos fármacos , Humanos , Mucosa Intestinal/patologia , Intestino Delgado , Masculino , Pessoa de Meia-Idade , Variações Dependentes do Observador , Probabilidade , Estudos Retrospectivos , Medição de Risco , Sensibilidade e Especificidade , Índice de Gravidade de Doença , Adulto Jovem
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