Automated segmentation of five different body tissues on computed tomography using deep learning.

Purpose: To develop and validate a computer tool for automatic and simultaneous segmentation of five body tissues depicted on computed tomography (CT) scans: visceral adipose tissue (VAT), subcutaneous adipose tissue (SAT), intermuscular adipose tissue (IMAT), skeletal muscle (SM), and bone.

Methods: A cohort of 100 CT scans acquired on different subjects were collected from The Cancer Imaging Archive-50 whole-body positron emission tomography-CTs, 25 chest, and 25 abdominal. Five different body tissues (i.

Estimating 3-D whole-body composition from a chest CT scan.

Background: Estimating whole-body composition from limited region-computed tomography (CT) scans has many potential applications in clinical medicine; however, it is challenging.

Purpose: To investigate if whole-body composition based on several tissue types (visceral adipose tissue [VAT], subcutaneous adipose tissue [SAT], intermuscular adipose tissue [IMAT], skeletal muscle [SM], and bone) can be reliably estimated from a chest CT scan only.

Methods: A cohort of 97 lung cancer subjects who underwent both chest CT scans and whole-body positron emission tomography-CT scans at our institution were collected.

Automated identification of pulmonary arteries and veins depicted in non-contrast chest CT scans.

We present a novel integrative computerized solution to automatically identify and differentiate pulmonary arteries and veins depicted on chest computed tomography (CT) without iodinated contrast agents. We first identified the central extrapulmonary arteries and veins using a convolutional neural network (CNN) model. Then, a computational differential geometry method was used to automatically identify the tubular-like structures in the lungs with high densities, which we believe are the intrapulmonary vessels.

Innovative and Contemporary Interventional Therapies for Esophageal Diseases.

Esophageal surgery has become quite specialized, and both dedicated diagnostic and refined surgical techniques are required to deliver state-of-the-art care. The field has evolved to include endoscopic mucosal resection and radiofrequency ablation for early-stage esophageal cancer and minimally invasive esophagectomy with the reconstruction of a gastric conduit for carefully selected patients with esophageal cancer or those with "end-stage" esophagus from benign diseases. Reoperative esophageal surgery after esophagectomy deserves special mention given that these patients, with improved survival, are presenting years after esophagectomy with functional and anatomic disorders that sometimes require surgical intervention.

Innovative and Contemporary Interventions of Diaphragmatic Disorders.

The diaphragm is an inconspicuous fibromuscular septum, and disorders may result in respiratory impairment and morbidity and mortality when untreated. Radiologists need to accurately diagnose diaphragmatic disorders, understand the surgical approaches to diaphragmatic incisions/repairs, and recognize postoperative changes and complications. Diaphragmatic defects violate the boundary between the chest and abdomen, with the risk of herniation and strangulation of abdominal contents.

species complex myocarditis in a patient with chronic granulomatous disease.

Herein, we present a case of successfully treated biopsy-proven species complex myocarditis, pericarditis, and pulmonary infection in a 35-year-old male with a history of chronic granulomatous disease. Computed tomography of the chest demonstrated numerous pulmonary nodules and mass-like pulmonary lesions, and subsequent cardiac magnetic resonance imaging demonstrated an infiltrating mass-like lesion within the interventricular septum and pericarditis. Endobronchial, thoracoscopic, and eventual myocardial biopsies with cultures were ultimately reported as positive for species and the patient was treated with tailored antifungal therapy resulting in a significant therapeutic response upon short interval follow-up.

Pulmonary veno-occlusive disease is highly prevalent in scleroderma patients undergoing lung transplantation.

http://ow.ly/vPvc30neJZV.

Herniation of Packing Material into a Bronchopleural Fistula after Right Pneumonectomy and Clagett Window.

Diagnosis of a bronchopleural fistula (BPF) can be challenging in patients after pneumonectomy and Clagett window. Herein, we present a case of pneumonectomy for advanced lung cancer complicated by a BPF. Herniation of packing material from the open-chest cavity into the fistula and airways on computed tomography was an important clue to making the diagnosis.

Delayed recurrence of ulcerative colitis manifested by tracheobronchitis, bronchiolitis, and bronchiolectasis.

Ulcerative colitis can cause inflammation of small and large airways, characterized by mucosal inflammation, tracheobronchial stenosis, bronchiestasis, and bronchiolitis. We present a case of tracheobronchitis and bronchiolitis associated with ulcerative colitis in a 58-year-old nonsmoking man, 17 years after the total colectomy and complete resolution of intestinal findings. Computed tomography demonstrated wall thickening of trachea and left main stem bronchus, and multiple bronchi around the both hilum with mild to moderate stenosis.

Design and rationale of a randomized trial comparing standard versus ultrasound-assisted thrombolysis for submassive pulmonary embolism.

Background: Catheter-directed interventions for the treatment of patients with submassive pulmonary embolism (sPE) have shown promise in rapidly improving right-sided heart strain and preventing decompensation to massive pulmonary embolism. Among various catheter interventions, ultrasound-assisted thrombolysis (USAT) has attracted interest as potentially having more efficient lytic effect that could achieve thrombolysis faster and with a reduced lytic dose. However, based on clinical evidence, it is unclear whether USAT is superior to standard catheter-directed thrombolysis (SCDT).

Fractured Ribs and the CT Funky Fat Sign of Diaphragmatic Rupture.

Traumatic diaphragmatic rupture remains a diagnostic challenge for both radiologists and surgeons. In recent years, multidetector CT has markedly improved the diagnosis of diaphragmatic injury in polytrauma patients. Herein, we describe two cases of subacute presentation of traumatic diaphragmatic rupture from a penetrating rib fracture and subsequent intrathoracic herniation of omental fat, representing the CT "funky fat" sign.

Granulomatosis with Polyangiitis Presenting with Coronary Artery and Pericardial Involvement.

Granulomatosis with polyangiitis is a systemic disease resulting in necrotizing vasculitis of small- and medium-sized vessels. Cardiac involvement is rare and when present usually manifests with pericarditis and coronary artery vasculitis. We report here a case of granulomatosis with polyangiitis involving the native coronary arteries, bypass graft, and pericardium with interesting imaging findings on contrast-enhanced CT and MRI.

Talcoma: A Diagnostic Challenge in Differential Diagnosis of Pleural Masses.

Talcoma is a pleural mass which may develop as a rare complication following talc pleurodesis. Talc pleurodesis is performed to obliterate the pleural space to prevent recurrent pleural effusions or persistent pneumothoraces. The present report describes a case of a patient who developed enlarging pleural mass (talcoma) following talc pleurodesis.

The role of aortic wall CT attenuation measurements for the diagnosis of acute aortic syndromes.

Objectives: To determine if measurements of aortic wall attenuation can improve the CT diagnosis of acute aortic syndromes.

Methods: CT reports from a ten year period were searched for acute aortic syndromes (AAS). Studies with both an unenhanced and a contrast enhanced (CTA) series that had resulted in the diagnosis of intramural hematoma (IMH) were reviewed.

Malignancies incidentally detected at lung transplantation: radiologic and pathologic features.

Objective: The purpose of this study was to assess the CT-pathologic features of cancer incidentally detected at lung transplantation.

Materials And Methods: Our lung transplant registry was reviewed over 7 years for incidental malignancy. Patient demographics, diffuse lung disease, surgical procedure, histopathology, and chest CT were recorded.

Imaging findings of lipomatosis: a comprehensive review.

Lipomatosis is a benign and non-encapsulated mature form of fat tissue proliferation, which can be isolated or multiple, symmetrical or infiltrative, and may be associated with several syndromes. Lipomatosis has been reported to involve almost every part and organ in the body. In this review, we present imaging findings at common locations of lipomatosis and summarize lipomatosis-related syndromes.

The HLA class II Allele DRB1*1501 is over-represented in patients with idiopathic pulmonary fibrosis.

Background: Idiopathic pulmonary fibrosis (IPF) is a progressive and medically refractory lung disease with a grim prognosis. Although the etiology of IPF remains perplexing, abnormal adaptive immune responses are evident in many afflicted patients. We hypothesized that perturbations of human leukocyte antigen (HLA) allele frequencies, which are often seen among patients with immunologic diseases, may also be present in IPF patients.

Prevalence of aortic root dilation in patients with CT angiography of the aorta.

Purpose: To investigate the prevalence of aortic root dilation in patients who underwent CT angiography of the thoracic aorta.

Materials And Methods: In 95 patients, 64-slice multislice computed tomography was performed for evaluation of the thoracic aorta. Measurements of the annulus, sinuses of valsalva (SOV), sinotubular junction (STJ), and maximum ascending aorta (AAo) were made by double oblique multiplanar reformation (MPR).

The aortic root: comparison of measurements from ECG-gated CT angiography with transthoracic echocardiography.

Purpose: The purpose of this study was to compare the measurements of the aortic root obtained from electrocardiographically (ECG)-gated computed tomography (CT) angiography (CTA) to the measurements obtained from transthoracic echocardiography (TTE).

Materials And Methods: This was a retrospective study in a patient population scanned at our institution between December 2005 and January 2007 with retrospectively ECG-gated CTA. ECG-gated CTA was performed with a 64-section helical CT scanner (Light speed, VCT, GE, Milwaukee, WI).

Autosomal recessive polycystic kidney disease and congenital hepatic fibrosis (ARPKD/CHF).

ARPKD/CHF is an inherited disease characterized by non-obstructive fusiform dilatation of the renal collecting ducts leading to enlarged spongiform kidneys and ductal plate malformation of the liver resulting in congenital hepatic fibrosis. ARPKD/CHF has a broad spectrum of clinical presentations involving the kidney and liver. Imaging plays an important role in the diagnosis and follow-up of ARPKD/CHF.

Extra Atrial Disease in Patients with "Lone" Atrial Fibrillation.

Aims: Lone atrial fibrillation (LAF) is considered by some to be a primary atrial electrophysiologic disorder. However, we have frequently observed evidence of "extraatrial" diseases - atherosclerosis and associated metabolic disorders - in our LAF patients. We sought to characterize and quantify extraatrial disease burden in LAF patients, and to correlate this burden with features of the arrhythmia including pattern (paroxysmal versus persistent) and response to catheter ablation.

CT angiography findings of the left atrium and right ventricle in patients with massive pulmonary embolism.

Objective: The purpose of this study was to show the imaging findings of the left atrium and right ventricle on CT angiography in patients with massive pulmonary embolism.

Conclusion: Massive pulmonary embolism can cause abrupt acute pulmonary arterial hypertension, right ventricular dysfunction, and decrease in left ventricular preload. Patients with these findings on CT angiography can have a poorer prognosis than those without these imaging findings.