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computer assisted diagnosis

Łukasz Jeleń, Adam Krzyżak, Thomas Fevens, Michał Jeleń
Grading of breast cancer malignancy is a key step in its diagnosis, which in turn helps to determine its prognosis and a course of treatment. In this paper, we consider the application of pattern recognition and image processing techniques to perform computer-assisted automatic breast cancer malignancy grading from cytological slides of fine needle aspiration biopsies. To determine a classification of the malignancy of the slide, a feature set is first determined from imagery of the slides. In this paper we investigated the nature of a wide set of features extracted from biopsy images to determine their discriminatory power and cross-correlation...
October 13, 2016: Computers in Biology and Medicine
Alexandros Stamatopoulos, Davide Patrini, Efstratios Koletsis, Elaine Borg, Reena Khiroja, Martin Hayward, David Lawrence, Nikolaos Panagiotopoulos
IgG4-related disease (IgG4-RD) is a fibroinflammatory condition that can affect practically every organ. Although it was first identified in pancreas and salivary glands, major organs like liver, biliary tree, kidney, thyroid glands and lungs are commonly involved, sometimes resulting in organ failure. We describe a case of an 41-year-old man presented with back pain after a rotator cuff injury. A Computed Tomography (CT) revealed incidentally a right lower lobe paravertebral lesion extending across the T5 and T6 vertebral levels and invading into the adjacent pleural surface...
2016: Respiratory Medicine Case Reports
Leonardo Pacheco Roquero, Sandra Camelo-Piragua, Carl Schmidt
Cerebral air embolism is a recognized life-threatening complication, sometimes iatrogenic. Its timely diagnosis is essential because it can result in neurologic deficits or death. We report a case of a 58-year-old man who died from cerebral air embolism diagnosed by nonenhanced computed tomography scan of the head after a cardiac bypass surgery with Biventricular Assist Device and multiple vascular line placements. Autopsy revealed extensive subcutaneous emphysema, intravascular and perivascular air bubbles in the central nervous system and associated cerebral and cerebellar hemorrhagic infarction...
October 19, 2016: American Journal of Forensic Medicine and Pathology
Ulysses S Torres, Daniel Nicoletti Cesar, Giuseppe DʼIppolito
Intramural hematomas can occur along any part of the gastrointestinal tract, being more common in the duodenum, jejunum, and ileum. Intramural colonic hematomas are very rare, and their main causes include abdominal trauma, anticoagulation, and coagulopathies. We report on a 27-year-old man with right lower quadrant pain for 1 day after a mild blunt trauma sustained during a soccer match. Computed tomography and magnetic resonance imaging evaluation revealed an intramural hematoma of the right colon, subsequently confirmed and drained through laparoscopic surgery...
October 18, 2016: Journal of Computer Assisted Tomography
Santiago Fabián Moscoso Martínez, Vadim Zarubin, Geethapriya Rajasekaran Rathnakumar, Alireza Zarineh
Smooth muscle tumors (SMTs) of the pleura are exceptionally rare. At present and to the best of these authors' knowledge, there are only 17 cases reported in the literature. We describe a case of a 51-year-old woman who complained of left sided pleuritic chest pain. Further, computed tomography (CT) revealed a left sided localized pleural-based mass involving the 9th rib. She underwent an interventional radiology guided percutaneous core biopsy of the lesion, which disclosed a "Smooth Muscle Tumor of Undetermined Malignant Potential (SMT-UMP)...
2016: Case Reports in Oncological Medicine
Rene Razzak, Todd McMullen, Eric L R Bédard
We report a case involving a female patient with primary hyperparathyroidism arising from a middle mediastinal parathyroid adenoma. Initial diagnosis was made based on a history of polyuria and recurrent renal colic. At the age of 77 she underwent videoscopic assisted mediastinoscopy (VAM) for resection of the adenoma which was localized using single-photon emission computed tomography (SPECT/CT). This case illustrates the importance for accurate pre-operative localization and intra-operative monitoring to ensure complete surgical removal in order to improve postoperative normocalcemia success rates...
September 2016: Journal of Thoracic Disease
Sagar Pandey, Miao Fan, Zhe Xu, Chaogui Yan, Junfeng Zhu, Xiuhong Li
INTRODUCTION: Meckel diverticulum (MD) is the most common congenital abnormality of gastrointestinal tract. Tough believed to occur in 2% of population, most of them remain veiled because majority are clinically asymptomatic and remain obscure in radiological examination. CLINICAL FINDINGS AND DIAGNOSIS: A 26-year-old male with episodic black colored stool since last 10 years. Tough symptomatic, diagnosis of pathological lesion, and the bleeding site could not be established with any of the sophisticated diagnostic technique...
October 2016: Medicine (Baltimore)
Yaseen Oweis, Zachary Viets, Anup S Shetty
In the acute care setting, radiologists are frequently asked to assist in the evaluation of patients presenting with signs and symptoms of lower extremity peripheral vascular disease. Non-traumatic peripheral vascular emergencies are most commonly the result of thrombosis, either in a native vessel or within a bypass graft or stent. Arterial emboli, peripheral aneurysm with embolus or thrombosis, and direct arterial trauma are additional, less common causes. Traumatic peripheral vascular emergencies include vessel occlusion, transection, pseudoaneurysms, active extravasation, and arteriovenous fistulas...
October 11, 2016: Abdominal Radiology
Esther I Metting, Johannes C C M In 't Veen, P N Richard Dekhuijzen, Ellen van Heijst, Janwillem W H Kocks, Jacqueline B Muilwijk-Kroes, Niels H Chavannes, Thys van der Molen
The aim of this study was to develop and explore the diagnostic accuracy of a decision tree derived from a large real-life primary care population. Data from 9297 primary care patients (45% male, mean age 53±17 years) with suspicion of an obstructive pulmonary disease was derived from an asthma/chronic obstructive pulmonary disease (COPD) service where patients were assessed using spirometry, the Asthma Control Questionnaire, the Clinical COPD Questionnaire, history data and medication use. All patients were diagnosed through the Internet by a pulmonologist...
January 2016: ERJ Open Research
Hui Yang, Fabio Leonelli
QRS morphology is commonly used in the electrocardiographic diagnosis of ventricular depolarization such as left bundle branch block (LBBB) and ventricular septal infarction. We investigated whether pattern matching of QRS loops in the 3-dimensional vectorcardiogram (VCG) will improve the grouping of patients whose space-time electrical activity akin to each other, thereby assisting in clinical decision making. First, pattern dissimilarity of VCG QRS loops is qualitatively measured and characterized among patients, resulting in a 93×93 distance matrix of patient-to-patient dissimilarity...
September 28, 2016: Computers in Biology and Medicine
Sharada P Mohanty, David P Hughes, Marcel Salathé
Crop diseases are a major threat to food security, but their rapid identification remains difficult in many parts of the world due to the lack of the necessary infrastructure. The combination of increasing global smartphone penetration and recent advances in computer vision made possible by deep learning has paved the way for smartphone-assisted disease diagnosis. Using a public dataset of 54,306 images of diseased and healthy plant leaves collected under controlled conditions, we train a deep convolutional neural network to identify 14 crop species and 26 diseases (or absence thereof)...
2016: Frontiers in Plant Science
Deepthi Rajashekar, Gowri Srinivasa, Anand Vinekar
Computer aided analysis plays a nontrivial role in assisting the diagnosis of various eye pathologies. In this paper, we propose a framework to help diagnose the presence of Aggressive Posterior Retinopathy Of Prematurity (APROP), a pathology that is characterised by rapid onset and increased tortuosity of blood vessels close to the optic disc (OD). We quantify vessel characteristics that are of clinical relevance to APROP such as tortuosity and the extent of branching i.e., vessel segment count in the defined diagnostic region...
2016: PloS One
Y-W Sha, L Ding, J-X Wu, S-B Lin, X Wang, Z-Y Ji, P Li
Spermatozoa morphology, an important parameter in a semen specimen's potential fertility evaluation, is a significant factor for in vitro fertilisation in assisted reproductive technology. Eleven sterile men with headless spermatozoa, a type of human teratozoospermia, are presented. Their ejaculates' headless spermatozoa percentages were high with rare normal spermatozoa forms. Additionally, abnormal morphology (e.g. round-headed or microcephalic spermatozoa) was also found. Spermatozoa motility was somewhat affected, potentially because of the missing mitochondrial sheath at the sperm tail base...
October 6, 2016: Andrologia
Miguel Ángel Muñoz-Ruiz, Anette Hall, Jussi Mattila, Juha Koikkalainen, Sanna-Kaisa Herukka, Minna Husso, Tuomo Hänninen, Ritva Vanninen, Yawu Liu, Merja Hallikainen, Jyrki Lötjönen, Anne M Remes, Irina Alafuzoff, Hilkka Soininen, Päivi Hartikainen
BACKGROUND: Disease State Index (DSI) and its visualization, Disease State Fingerprint (DSF), form a computer-assisted clinical decision making tool that combines patient data and compares them with cases with known outcomes. AIMS: To investigate the ability of the DSI to diagnose frontotemporal dementia (FTD) and Alzheimer's disease (AD). METHODS: The study cohort consisted of 38 patients with FTD, 57 with AD and 22 controls. Autopsy verification of FTD with TDP-43 positive pathology was available for 14 and AD pathology for 12 cases...
May 2016: Dementia and Geriatric Cognitive Disorders Extra
Giorgio C Ginesu, Claudio F Feo, Maria L Cossu, Francesca Ruiu, Francesca Addis, Alessandro Fancellu, Alessandro G Fois, Panagiotis Paliogiannis, Alberto Porcu
INTRODUCTION: Broncho-esophageal fistula is a rare clinical condition which can be manifested with non-specific signs and symptoms. PRESENTATION OF A CASE: Here, we report an adult case of a broncho-esophageal fistula in a 43-year-old man referred for chronic cough after fluid food intake and weight loss. Barium swallow, esophagogastroduodenoscopy, bronchoscopy and Computed Tomography of the chest demonstrated a broncho-esophageal fistula between the apical segmental bronchus of the lower right lobe and the middle section of the esophagus...
September 21, 2016: International Journal of Surgery Case Reports
Gonenc Kocabay, Serdar Yilmazer, Yetkin Korkmaz, Asli Karadeniz, Nilufer Eksi Duran
We report a case of cyst was initially labeled as left ventricular noncompaction cardiomyopathy. An accurate diagnosis is essential to establish the most effective treatment strategy. In particular, echocardiographic examination assists in identifying the correct diagnosis. In this case, two-dimensional and three-dimensional echocardiography and computed tomography were used for definitive diagnosis of cardiac hydatid cyst.
September 30, 2016: Echocardiography
Andrew W Cairns, Raymond R Bond, Dewar D Finlay, Cathal Breen, Daniel Guldenring, Robert Gaffney, Anthony G Gallagher, Aaron J Peace, Pat Henn
INTRODUCTION: The 12-lead Electrocardiogram (ECG) presents a plethora of information and demands extensive knowledge and a high cognitive workload to interpret. Whilst the ECG is an important clinical tool, it is frequently incorrectly interpreted. Even expert clinicians are known to impulsively provide a diagnosis based on their first impression and often miss co-abnormalities. Given it is widely reported that there is a lack of competency in ECG interpretation, it is imperative to optimise the interpretation process...
September 26, 2016: Journal of Biomedical Informatics
Charles Kik, Richard van Valen, Mostafa M Mokhles, Jos A Bekkers, Ad J J C Bogers
Minimally invasive video-assisted epicardial beating heart ablation for lone atrial fibrillation claims to be safe and effective. We, however, report on three patients with an atrioesophageal fistula after this procedure. The exact pathogenesis of this complication is unknown. All patients presented around 6 weeks after surgery with either fever or neurological deficits. Diagnosis can be made by computed tomography scan. We advocate an aggressive surgical approach with closure of the atrial defect on cardiopulmonary bypass and closure and reinforcement of the esophagus with an intercostal muscle flap in a single-stage surgery...
September 29, 2016: Thoracic and Cardiovascular Surgeon
Ashis Kumar Dhara, Sudipta Mukhopadhyay, Anirvan Dutta, Mandeep Garg, Niranjan Khandelwal
Visual information of similar nodules could assist the budding radiologists in self-learning. This paper presents a content-based image retrieval (CBIR) system for pulmonary nodules, observed in lung CT images. The reported CBIR systems of pulmonary nodules cannot be put into practice as radiologists need to draw the boundary of nodules during query formation and feature database creation. In the proposed retrieval system, the pulmonary nodules are segmented using a semi-automated technique, which requires a seed point on the nodule from the end-user...
September 27, 2016: Journal of Digital Imaging: the Official Journal of the Society for Computer Applications in Radiology
Naohiro Nose, Kazuhiro Higuchi, Eiichi Chosa, Takanori Ayabe, Masaki Tomita, Kunihide Nakamura
A 60-year-old woman was referred to our hospital with an anterior mediastinal tumor measuring 3.5 cm in diameter on computed tomography (CT). We performed tumor resection by video-assisted thoracic surgery (VATS) with three ports. The final diagnosis was Type A Masaoka Stage I thymoma. On follow-up CT performed 36 months after the operation, two pleural tumors were detected at the port sites through which the forceps and ultrasonic scalpel had passed repeatedly during the operation. We therefore performed a second operation and enucleated the tumors while preserving the ribs...
2016: Journal of Surgical Case Reports
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