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2.
Radiology ; 298(3): 713-716, 2021 03.
Article in English | MEDLINE | ID: mdl-33617417

ABSTRACT

History A 60-year-old woman was diagnosed with a new right upper lobe stage I lung adenocarcinoma and underwent video-assisted thoracoscopic surgery (VATS) for right upper lobectomy. Her postoperative course was complicated by a large pneumothorax after chest tube removal on postoperative day 3. This was managed with repeat right-sided chest tube placement on the same day. The second chest tube was removed on postoperative day 8 without complications. A 2-week postoperative clinic visit was unremarkable. Postoperative chest radiographs on postoperative days 1, 3, and 8 are provided. Subsequently, chest CT scanning was performed as part of routine 6-month postsurgical lung cancer surveillance follow-up. The patient had no clinical complaints at routine follow-up. Physical examination revealed well-healed VATS scars in the chest wall. Laboratory results were within normal limits, including a normal white blood cell count of 6400/mL. Her surgical history included prior left upper lobectomy for remote left upper lobe stage IIIA adenocarcinoma and prior bilateral breast implantation for cosmesis. On the basis of chest CT findings, the patient was transferred from an outside institution.


Subject(s)
Breast Implants , Foreign-Body Migration/diagnostic imaging , Lung Neoplasms/surgery , Pneumonectomy/methods , Postoperative Complications/diagnostic imaging , Thoracic Surgery, Video-Assisted , Adenocarcinoma/diagnostic imaging , Adenocarcinoma/surgery , Female , Humans , Lung Neoplasms/diagnostic imaging , Middle Aged , Radiography, Thoracic
3.
Curr Probl Diagn Radiol ; 50(6): 884-898, 2021.
Article in English | MEDLINE | ID: mdl-33272724

ABSTRACT

Adult extracorporal membrane oxygenation utilization in the ICU has rapidly increased. Newer technology and cannulation strategies and the complex hemodynamics make imaging interpretation challenging. There is also a high rate of complications. This review details the common indications, cannulation strategies, relevant hemodynamics and complications which impact imaging interpretation. Recommendations for modifying computed tomography protocols and techniques to obtain diagnostic images and some of the imaging pitfalls are also discussed.


Subject(s)
Extracorporeal Membrane Oxygenation , Adult , Catheterization , Humans , Tomography, X-Ray Computed
4.
Radiology ; 297(2): 484-486, 2020 Nov.
Article in English | MEDLINE | ID: mdl-33074782

ABSTRACT

History A 60-year-old woman was diagnosed with a new right upper lobe stage I lung adenocarcinoma and underwent video-assisted thoracoscopic surgery (VATS) for right upper lobectomy. Her postoperative course was complicated by a large pneumothorax after chest tube removal on postoperative day 3. This was managed with repeat right-sided chest tube placement on the same day. The second chest tube was removed on postoperative day 8 without complications. A 2-week postoperative clinic visit was unremarkable. Postoperative chest radiographs on postoperative days 1, 3, and 8 (Fig 1a-1c) are provided. Subsequently, chest CT scanning was performed as part of routine 6-month postsurgical lung cancer surveillance follow-up (Figs 2, 3). The patient had no clinical complaints at routine follow-up. Physical examination revealed well-healed VATS scars in the chest wall. Laboratory results were within normal limits, including a normal white blood cell count of 6400/µL. Her surgical history included prior left upper lobectomy for remote left upper lobe stage IIIA adenocarcinoma and prior bilateral breast implantation for cosmesis. On the basis of chest CT findings, the patient was transferred from an outside institution.

5.
J Digit Imaging ; 33(2): 490-496, 2020 04.
Article in English | MEDLINE | ID: mdl-31768897

ABSTRACT

Pneumothorax is a potentially life-threatening condition that requires prompt recognition and often urgent intervention. In the ICU setting, large numbers of chest radiographs are performed and must be interpreted on a daily basis which may delay diagnosis of this entity. Development of artificial intelligence (AI) techniques to detect pneumothorax could help expedite detection as well as localize and potentially quantify pneumothorax. Open image analysis competitions are useful in advancing state-of-the art AI algorithms but generally require large expert annotated datasets. We have annotated and adjudicated a large dataset of chest radiographs to be made public with the goal of sparking innovation in this space. Because of the cumbersome and time-consuming nature of image labeling, we explored the value of using AI models to generate annotations for review. Utilization of this machine learning annotation (MLA) technique appeared to expedite our annotation process with relatively high sensitivity at the expense of specificity. Further research is required to confirm and better characterize the value of MLAs. Our adjudicated dataset is now available for public consumption in the form of a challenge.


Subject(s)
Crowdsourcing , Pneumothorax , Artificial Intelligence , Datasets as Topic , Humans , Machine Learning , Pneumothorax/diagnostic imaging , X-Rays
6.
Radiographics ; 38(5): 1312-1336, 2018.
Article in English | MEDLINE | ID: mdl-30074857

ABSTRACT

The past 2 decades have seen a rapid growth in use of stereotactic body radiation therapy (SBRT) for the management of non-small cell lung cancer (NSCLC). Not only is SBRT the reference standard for treatment of early-stage node-negative NSCLC in medically inoperable patients, it is also currently challenging the role of surgery for early-stage operable disease. SBRT is also used to treat recurrent disease and has a role in the management of multiple synchronous lung cancers. Imaging changes after SBRT differ from the changes after conventional radiation therapy in many ways, the knowledge of which is pertinent for accurate image interpretation. Posttreatment response assessment and detection of recurrent disease are heavily reliant on radiologic assessment, and often the decision to treat recurrent disease is based on the imaging findings themselves. This article provides a comprehensive review of the concepts of SBRT and the current indications for its use in the treatment of early-stage NSCLC, as well as a discussion of the CT findings seen after SBRT compared with the changes after conventional radiation therapy. Radiologic findings that are suggestive of recurrent disease and the imaging pitfalls are also highlighted. Finally, the rare complications after SBRT are described. SBRT is a major component of the changing treatment paradigms for early- and late-stage NSCLC. The imaging findings after SBRT often determine the next steps in a patient's clinical management. Therefore, radiologists must be familiar with the uses of this therapy and its radiologic appearance to be able to effectively contribute to the care of patients with NSCLC. ©RSNA, 2018.


Subject(s)
Carcinoma, Non-Small-Cell Lung/diagnostic imaging , Carcinoma, Non-Small-Cell Lung/radiotherapy , Lung Neoplasms/diagnostic imaging , Lung Neoplasms/radiotherapy , Radiosurgery/methods , Tomography, X-Ray Computed , Carcinoma, Non-Small-Cell Lung/pathology , Humans , Lung Neoplasms/pathology , Neoplasm Recurrence, Local/diagnostic imaging , Neoplasm Recurrence, Local/pathology , Neoplasm Recurrence, Local/radiotherapy , Neoplasm Staging , Neoplasms, Multiple Primary/diagnostic imaging , Neoplasms, Multiple Primary/pathology , Neoplasms, Multiple Primary/radiotherapy , Radiosurgery/adverse effects
7.
J Neuroimaging ; 25(4): 539-51, 2015.
Article in English | MEDLINE | ID: mdl-25545045

ABSTRACT

Discovery of genetic abnormalities associated with neurodegeneration with brain iron accumulation (NBIA) has led to use of a genetic-based NBIA classification schema. Most NBIA subtypes demonstrate characteristic imaging abnormalities. While clinical diagnosis of NBIA is difficult, analysis of both clinical findings and characteristic imaging abnormalities allows accurate diagnosis of most of the NBIA subtypes. This article reviews recent updates in the genetic, clinical, and imaging findings of NBIA subtypes and provides a practical step-by-step clinicoradiological algorithm toward clinical diagnosis of different NBIA subtypes.


Subject(s)
Genetic Predisposition to Disease/genetics , Iron Overload/diagnosis , Iron Overload/genetics , Magnetic Resonance Imaging/methods , Neurodegenerative Diseases/diagnosis , Neurodegenerative Diseases/genetics , Brain/pathology , Humans , Image Enhancement/methods
8.
Curr Probl Diagn Radiol ; 43(2): 55-67, 2014.
Article in English | MEDLINE | ID: mdl-24629659

ABSTRACT

Congenital cystic masses of the neck are uncommon and can present in any age group. Diagnosis of these lesions can be sometimes challenging. Many of these have characteristic locations and imaging findings. The most common of all congenital cystic neck masses is the thyroglossal duct cyst. The other congenital cystic neck masses are branchial cleft cyst, cystic hygroma (lymphangioma), cervical thymic and bronchogenic cysts, and the floor of the mouth lesions including dermoid and epidermoid cysts. In this review, we illustrate the common congenital cystic neck masses including embryology, clinical findings, imaging features, and histopathological findings.


Subject(s)
Branchioma/pathology , Dermoid Cyst/pathology , Lymphangioma, Cystic/pathology , Mediastinal Cyst/pathology , Thyroglossal Cyst/pathology , Branchioma/congenital , Branchioma/embryology , Dermoid Cyst/congenital , Dermoid Cyst/embryology , Diagnosis, Differential , Diagnostic Imaging , Female , Head and Neck Neoplasms/pathology , Humans , Lymphangioma/pathology , Lymphangioma, Cystic/congenital , Lymphangioma, Cystic/embryology , Male , Mediastinal Cyst/congenital , Mediastinal Cyst/embryology , Thyroglossal Cyst/congenital , Thyroglossal Cyst/embryology
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