keyword
MENU ▼
Read by QxMD icon Read
search

learning curve

keyword
https://www.readbyqxmd.com/read/28443027/personalized-medication-response-prediction-for-attention-deficit-hyperactivity-disorder-learning-in-the-model-space-vs-learning-in-the-data-space
#1
Hin K Wong, Paul A Tiffin, Michael J Chappell, Thomas E Nichols, Patrick R Welsh, Orla M Doyle, Boryana C Lopez-Kolkovska, Sarah K Inglis, David Coghill, Yuan Shen, Peter Tiño
Attention-Deficit Hyperactive Disorder (ADHD) is one of the most common mental health disorders amongst school-aged children with an estimated prevalence of 5% in the global population (American Psychiatric Association, 2013). Stimulants, particularly methylphenidate (MPH), are the first-line option in the treatment of ADHD (Reeves and Schweitzer, 2004; Dopheide and Pliszka, 2009) and are prescribed to an increasing number of children and adolescents in the US and the UK every year (Safer et al., 1996; McCarthy et al...
2017: Frontiers in Physiology
https://www.readbyqxmd.com/read/28442188/noninvasive-ventilation-for-ards-in-patients-with-cancer-still-possible-or-there-continues-to-be-a-learning-curve-in-reply
#2
A Neuschwander, V Lemiale, E Azoulay
No abstract text is available yet for this article.
April 18, 2017: Journal of Critical Care
https://www.readbyqxmd.com/read/28441639/antecubital-fossa-venous-access-for-right-heart-catheterization
#3
Omar Waheed, Abhinav Sharma, Maninder Singh, Edo Kaluski
With the advance of radial access and ulnar access there has been an increased interest in performing right heart catheterization (RHC) and right-heart based procedures via antecubital venous access. Our purpose is to describe the venous anatomy of the upper extremities, technique, equipment, and cost for employing this approach. Reported also is the international experience based on publications assessing procedural success, complications, fluoroscopy time and radiation dose, access-site compression time, and time to ambulation...
May 2017: Journal of Invasive Cardiology
https://www.readbyqxmd.com/read/28441265/novel-risk-assessment-tool-for-immunoglobulin-resistance-in-kawasaki-disease-application-using-a-random-forest-classifier
#4
Masato Takeuchi, Ryo Inuzuka, Taiyu Hayashi, Takahiro Shindo, Yoichiro Hirata, Nobutaka Shimizu, Jun Inatomi, Yoshiki Yokoyama, Yoshiyuki Namai, Yoichiro Oda, Masaru Takamizawa, Jiro Kagawa, Yutaka Harita, Akira Oka
BACKGROUND: Resistance to intravenous immunoglobulin (IVIG) therapy is a risk factor for coronary lesions in patients with Kawasaki disease (KD). Risk-adjusted initial therapy may improve coronary outcome in KD, but identification of high risk patients remains a challenge. This study aimed to develop a new risk assessment tool for IVIG-resistance using advanced statistical techniques. METHODS: Data were retrospectively collected from KD patients receiving IVIG therapy, including demographic characteristics, signs and symptoms of KD, and laboratory results...
April 24, 2017: Pediatric Infectious Disease Journal
https://www.readbyqxmd.com/read/28439629/transitioning-to-the-direct-anterior-approach-in-total-hip-arthroplasty-is-it-a-true-muscle-sparing-approach-when-performed-by-a-low-volume-hip-replacement-surgeon
#5
Dan-Viorel Nistor, Sergiu Caterev, Sorana-Daniela Bolboacă, Dan Cosma, Dan Osvald Gheorghe Lucaciu, Adrian Todor
PURPOSE: We conducted this study to establish if the transition from a lateral approach (LA) to the direct anterior approach (DAA) for a low volume hip arthroplasty surgeon during the steep learning curve can be performed maintaining the muscle sparing approach of the DAA without increasing the complication rates. METHODS: In this controlled, prospective, randomized clinical study we investigated 70 patients (35 DAA, 35 LA) with similar demographics that underwent a total hip arthroplasty...
April 24, 2017: International Orthopaedics
https://www.readbyqxmd.com/read/28439618/-radiofrequency-current-or-cryoballoon-for-ablation-of-atrial-fibrillation-hot-or-cold
#6
B Reissmann, K-H Kuck, A Metzner
Atrial fibrillation (AF) is the most common form of cardiac arrhythmia. The aim of therapy in symptomatic patients is the establishment of a stable sinus rhythm (SR). Catheter ablation with isolation of the pulmonary veins is the essential component of all forms of ablation therapy and provides the most effective treatment option. The most frequently used technologies for pulmonary vein isolation (PVI) are radiofrequency current (RFC)-based and cryoballoon (CB)-guided ablation. Irrespective of the simplification of PVI, CB ablation is characterized by a short learning curve and short procedural times and demonstrated non-inferiority with respect to safety and efficacy when directly compared to RFC ablation for the treatment of patients with paroxysmal AF; however, the clinical outcome in patients with persistent AF is often insufficient when performing pulmonary vein isolation (PVI) alone for stabilization of SR...
April 24, 2017: Herz
https://www.readbyqxmd.com/read/28439523/tsallis-entropy-and-sparse-reconstructive-dictionary-learning-for-exudate-detection-in-diabetic-retinopathy
#7
Vineeta Das, Niladri B Puhan
Computer-assisted automated exudate detection is crucial for large-scale screening of diabetic retinopathy (DR). The motivation of this work is robust and accurate detection of low contrast and isolated hard exudates using fundus imaging. Gabor filtering is first performed to enhance exudate visibility followed by Tsallis entropy thresholding. The obtained candidate exudate pixel map is useful for further removal of falsely detected candidates using sparse-based dictionary learning and classification. Two reconstructive dictionaries are learnt using the intensity, gradient, local energy, and transform domain features extracted from exudate and background patches of the training fundus images...
April 2017: Journal of Medical Imaging
https://www.readbyqxmd.com/read/28439437/supraglottic-airway-devices-the-search-for-the-best-insertion-technique-or-the-time-to-change-our-point-of-view
#8
Massimiliano Sorbello, Flavia Petrini
In the crowded world of supraglottic airway devices (SADs), many papers compare the easiness of insertion based on the different endpoints of an operator's satisfaction: first pass success, ventilation effectiveness, complications and morbidity. Proseal LMA(™) (Laryngeal Mask Airway, Teleflex Medical, Dublin, Ireland) has been extensively studied because on one hand it has a steeper learning curve and more complex insertion when compared with other SADs and on the other hand many alternative techniques are available to facilitate insertion...
April 2017: Turkish Journal of Anaesthesiology and Reanimation
https://www.readbyqxmd.com/read/28438091/analytic-response-curves-of-clinical-breast-cancer-ihc-tests
#9
Kodela Vani, Seshi R Sompuram, Anika K Schaedle, Anuradha Balasubramanian, Steven A Bogen
An important limitation in the field of immunohistochemistry (IHC) is the inability to correlate stain intensity with specific analyte concentrations. Clinical immunohistochemical tests are not described in terms of analytic response curves, namely, the analyte concentrations in a tissue sample at which an immunohistochemical stain (1) is first visible, (2) increases in proportion to the analyte concentration, and (3) ultimately approaches a maximum color intensity. Using a new immunostaining tool ( IHControls), we measured the analytic response curves of the major clinical immunohistochemical tests for human epidermal growth factor receptor type II (HER-2), estrogen receptor (ER), and progesterone receptor (PR)...
May 2017: Journal of Histochemistry and Cytochemistry: Official Journal of the Histochemistry Society
https://www.readbyqxmd.com/read/28437528/automated-staging-of-age-related-macular-degeneration-using-optical-coherence-tomography
#10
Freerk G Venhuizen, Bram van Ginneken, Freekje van Asten, Mark J J P van Grinsven, Sascha Fauser, Carel B Hoyng, Thomas Theelen, Clara I Sánchez
Purpose: To evaluate a machine learning algorithm that automatically grades age-related macular degeneration (AMD) severity stages from optical coherence tomography (OCT) scans. Methods: A total of 3265 OCT scans from 1016 patients with either no signs of AMD or with signs of early, intermediate, or advanced AMD were randomly selected from a large European multicenter database. A machine learning system was developed to automatically grade unseen OCT scans into different AMD severity stages without requiring retinal layer segmentation...
April 1, 2017: Investigative Ophthalmology & Visual Science
https://www.readbyqxmd.com/read/28437028/esut-educational-video-on-fluoroscopic-guided-puncture-in-pcnl-all-techniques-step-by-step
#11
Iason Kyriazis, Evangelos Liatsikos, Odysseas Sopilidis, Panagiotis Kallidonis, Andreas Skolarikos
OBJECTIVE: Kidney puncture during percutaneous nephrolithotomy (PCNL) is regarded as one of the most demanding aspects of the procedure and only a minority of urologists perform this step without assistance by a radiologist. Currently a wide variation of fluoroscopic guided techniques is available in clinical practice. In this work we describe the most common fluoroscopic guided access techniques in a step-by-step manner aiming to assist on the standardization of their technique and terminology...
April 24, 2017: BJU International
https://www.readbyqxmd.com/read/28436741/deep-learning-at-chest-radiography-automated-classification-of-pulmonary-tuberculosis-by-using-convolutional-neural-networks
#12
Paras Lakhani, Baskaran Sundaram
Purpose To evaluate the efficacy of deep convolutional neural networks (DCNNs) for detecting tuberculosis (TB) on chest radiographs. Materials and Methods Four deidentified HIPAA-compliant datasets were used in this study that were exempted from review by the institutional review board, which consisted of 1007 posteroanterior chest radiographs. The datasets were split into training (68.0%), validation (17.1%), and test (14.9%). Two different DCNNs, AlexNet and GoogLeNet, were used to classify the images as having manifestations of pulmonary TB or as healthy...
April 24, 2017: Radiology
https://www.readbyqxmd.com/read/28436410/a-new-approach-to-develop-computer-aided-diagnosis-scheme-of-breast-mass-classification-using-deep-learning-technology
#13
Yuchen Qiu, Shiju Yan, Rohith Reddy Gundreddy, Yunzhi Wang, Samuel Cheng, Hong Liu, Bin Zheng
PURPOSE: To develop and test a deep learning based computer-aided diagnosis (CAD) scheme of mammograms for classifying between malignant and benign masses. METHODS: An image dataset involving 560 regions of interest (ROIs) extracted from digital mammograms was used. After down-sampling each ROI from 512×512 to 64×64 pixel size, we applied an 8 layer deep learning network that involves 3 pairs of convolution-max-pooling layers for automatic feature extraction and a multiple layer perceptron (MLP) classifier for feature categorization to process ROIs...
April 18, 2017: Journal of X-ray Science and Technology
https://www.readbyqxmd.com/read/28435916/feasibility-of-endoscopic-discectomy-by-inter-laminar-approach-at-a-high-volume-tertiary-public-hospital-in-a-developing-country
#14
Shardul Madhav Soman, Jayprakash Vrajlal Modi, Jimmy Chokshi
BACKGROUND: Surgical treatment for lumbar disc herniation consists of discectomy performed either open or minimally invasive techniques. Endoscopic discectomy using the tubular retractor is been increasingly used as it gives advantage of smaller incision, less tissue injury and faster recovery. The aim of this study was to check its feasibility and learning curve at a tertiary public sector hospital with a large volume load (more than 50 spine surgeries per month) with treatment provided free of cost...
March 2017: Journal of Spine Surgery (Hong Kong)
https://www.readbyqxmd.com/read/28434153/machine-learning-xgboost-analysis-of-language-networks-to-classify-patients-with-epilepsy
#15
L Torlay, M Perrone-Bertolotti, E Thomas, M Baciu
Our goal was to apply a statistical approach to allow the identification of atypical language patterns and to differentiate patients with epilepsy from healthy subjects, based on their cerebral activity, as assessed by functional MRI (fMRI). Patients with focal epilepsy show reorganization or plasticity of brain networks involved in cognitive functions, inducing 'atypical' (compared to 'typical' in healthy people) brain profiles. Moreover, some of these patients suffer from drug-resistant epilepsy, and they undergo surgery to stop seizures...
April 22, 2017: Brain Informatics
https://www.readbyqxmd.com/read/28433845/clinical-outcome-after-extended-endoscopic-endonasal-resection-of-craniopharyngiomas-two-institution-experience
#16
Hye Ran Park, Varun R Kshettry, Christopher J Farrell, Jae Meen Lee, Yong Hwy Kim, Tae Bin Won, Doo Hee Han, Hyunwoo Do, Gurston Nyguist, Marc Rosen, Dong Gyu Kim, James J Evans, Sun Ha Paek
BACKGROUND: The extended endoscopic endonasal approach (EEA) to the anterior cranial base is used for the resection of craniopharyngiomas. OBJECTIVE: We present clinical experience and outcomes utilizing EEA for craniopharyngiomas. METHODS: A total of 116 patients in two remote institutions were enrolled in this retrospective study. Surgical, endocrinological and ophthalmological outcomes were assessed. RESULTS: The mean follow-up was 35 months (range, 1-115)...
April 19, 2017: World Neurosurgery
https://www.readbyqxmd.com/read/28432349/augmentation-of-working-memory-training-by-transcranial-direct-current-stimulation-tdcs
#17
Steffen Philipp Ruf, Andreas J Fallgatter, Christian Plewnia
Transcranial direct current stimulation (tDCS) to the dorsolateral prefrontal cortex (dlPFC) can modulate working memory (WM) performance. However, evidence regarding the enhancement of WM training, its sustainability and transferability is ambiguous. Since WM functioning appears to be lateralized in respect to stimulus characteristics, this study examined the difference between task-congruent (spatial-right, verbal-left), task-incongruent (spatial-left, verbal-right) and sham tDCS in regards to the efficacy of WM training...
April 21, 2017: Scientific Reports
https://www.readbyqxmd.com/read/28431896/pressurized-intraperitoneal-aerosol-chemotherapy-%C3%A2-practical-aspects
#18
M Hübner, F Grass, H Teixeira-Farinha, B Pache, P Mathevet, N Demartines
INTRODUCTION: Pressurized Intraperitoneal Aerosol Chemotherapy (PIPAC) has been introduced as novel treatment for peritoneal carcinomatosis. Only proper patient selection, stringent safety protocol and careful surgery allow for a secure procedure. We hereby report the essentials for safe implementation. METHODS: All consecutive procedures within 20 months after PIPAC implementation were analyzed with regards to practical and surgical aspects. Special emphasis was laid on modifications of technique and safety measures during the implementation process with systematic use of a dedicated checklist...
April 8, 2017: European Journal of Surgical Oncology
https://www.readbyqxmd.com/read/28431204/factors-that-affect-outcomes-of-prolapse-repair-using-single-incision-vaginal-mesh-procedures
#19
Hsiao-Yun Hsieh, Ching-Pei Tsai, Chih-Ku Liu, Pao-Sheng Shen, Yao-Ching Hung, Man-Jung Hung
AIMS: Single-incision vaginal mesh (SIVM) procedures for pelvic organ prolapse (POP) differed in mesh fabrication and implantation that may affect treatment outcomes. We aim to evaluate and compare the safety and effectiveness of two SIVM procedures, and explore factors that may have associations with surgical effectiveness. METHODS: Our data of using two SIVM procedures for a total (anterior and posterior) vaginal mesh repair were studied. Patients who had ≧stage 2 POP and underwent either Elevate (n = 85) using anchored, lightweight meshes or Prosima procedures (n = 95) using non-anchored, original meshes were assessed...
April 21, 2017: Neurourology and Urodynamics
https://www.readbyqxmd.com/read/28430045/laparoscopic-sleeve-gastrectomy-changes-in-the-last-decade-differences-in-morbidity-and-weight-loss
#20
Andrea Balla, Silvia Quaresima, Frida Leonetti, Emanuela Paone, Marco Brunori, Teresa Messina, Ardit Seitaj, Alessandro M Paganini
PURPOSE: Aim is to report the learning curve and standardization process of Laparoscopic Sleeve Gastrectomy (LSG), describing the evolution in surgical technique and patient management in the authors' experiences. METHODS: One hundred twenty-seven patients were divided in three Groups (A, B, and C), based on bougie size and technical details, and included 36, 46, and 45 patients, respectively. RESULTS: Mean operative time in Groups A, B, and C was 201...
April 21, 2017: Journal of Laparoendoscopic & Advanced Surgical Techniques. Part A
keyword
keyword
57574
1
2
Fetch more papers »
Fetching more papers... Fetching...
Read by QxMD. Sign in or create an account to discover new knowledge that matter to you.
Remove bar
Read by QxMD icon Read
×

Search Tips

Use Boolean operators: AND/OR

diabetic AND foot
diabetes OR diabetic

Exclude a word using the 'minus' sign

Virchow -triad

Use Parentheses

water AND (cup OR glass)

Add an asterisk (*) at end of a word to include word stems

Neuro* will search for Neurology, Neuroscientist, Neurological, and so on

Use quotes to search for an exact phrase

"primary prevention of cancer"
(heart or cardiac or cardio*) AND arrest -"American Heart Association"