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https://www.readbyqxmd.com/read/28227976/user-intent-prediction-with-a-scaled-conjugate-gradient-trained-artificial-neural-network-for-lower-limb-amputees-using-a-powered-prosthesis
#1
Richard B Woodward, John A Spanias, Levi J Hargrove, Richard B Woodward, John A Spanias, Levi J Hargrove, John A Spanias, Richard B Woodward, Levi J Hargrove
Powered lower limb prostheses have the ability to provide greater mobility for amputee patients. Such prostheses often have pre-programmed modes which can allow activities such as climbing stairs and descending ramps, something which many amputees struggle with when using non-powered limbs. Previous literature has shown how pattern classification can allow seamless transitions between modes with a high accuracy and without any user interaction. Although accurate, training and testing each subject with their own dependent data is time consuming...
August 2016: Conference Proceedings: Annual International Conference of the IEEE Engineering in Medicine and Biology Society
https://www.readbyqxmd.com/read/28227813/a-110-nw-in-channel-sigma-delta-converter-for-large-scale-neural-recording-implants
#2
M Rezaei, E Maghsoudloo, M Sawan, B Gosselin, M Rezaei, E Maghsoudloo, M Sawan, B Gosselin, M Rezaei, E Maghsoudloo, M Sawan, B Gosselin
Advancement in wireless and microsystems technology have ushered in new devices that can directly interface with the central nervous system for stimulating and/or monitoring neural circuitry. In this paper, we present an ultra low-power sigma-delta analog-to-digital converter (ADC) intended for utilization into large-scale multi-channel neural recording implants. This proposed design, which provides a resolution of 9 bits using a one-bit oversampled ADC, presents several desirable features that allow for an in-channel ADC scheme, where one sigma-delta converter is provided for each channel, enabling development of scalable systems that can interface with different types of high-density neural microprobes...
August 2016: Conference Proceedings: Annual International Conference of the IEEE Engineering in Medicine and Biology Society
https://www.readbyqxmd.com/read/28227801/reference-configurations-for-ear-eeg-steady-state-responses
#3
Simon L Kappel, Christian B Christensen, Kaare B Mikkelsen, Preben Kidmose, Simon L Kappel, Christian B Christensen, Kaare B Mikkelsen, Preben Kidmose, Kaare B Mikkelsen, Preben Kidmose, Christian B Christensen, Simon L Kappel
Ear-EEG is a non-invasive EEG recording method, where EEG is recorded from electrodes placed in the ear. Ear-EEG could be implemented into hearing aids, and provide neurofeedback for e.g. objective hearing assessment through measurements of the auditory steady-state response. In cases where the objective is to measure a specific feature of an event-related potential, there will be a subject specific optimal reference configuration. This work presents a method for optimizing the reference configuration for steady-state type potentials...
August 2016: Conference Proceedings: Annual International Conference of the IEEE Engineering in Medicine and Biology Society
https://www.readbyqxmd.com/read/28227252/linear-methods-for-reducing-emg-contamination-in-peripheral-nerve-motor-decodes
#4
Zachary B Kagan, Suzanne Wendelken, David M Page, Tyler Davis, Douglas T Hutchinson, Gregory A Clark, David J Warren, Zachary B Kagan, Suzanne Wendelken, David M Page, Tyler Davis, Douglas T Hutchinson, Gregory A Clark, David J Warren, Gregory A Clark, Zachary B Kagan, David J Warren, David M Page, Suzanne Wendelken, Tyler Davis, Douglas T Hutchinson
Signals recorded from the peripheral nervous system (PNS) with high channel count penetrating microelectrode arrays, such as the Utah Slanted Electrode Array (USEA), often have electromyographic (EMG) signals contaminating the neural signal. This common-mode signal source may prevent single neural units from successfully being detected, thus hindering motor decode algorithms. Reducing this EMG contamination may lead to more accurate motor decode performance. A virtual reference (VR), created by a weighted linear combination of signals from a subset of all available channels, can be used to reduce this EMG contamination...
August 2016: Conference Proceedings: Annual International Conference of the IEEE Engineering in Medicine and Biology Society
https://www.readbyqxmd.com/read/28227009/a-machine-learning-framework-for-auto-classification-of-imaging-system-exams-in-hospital-setting-for-utilization-optimization
#5
Meru A Patil, Ravindra B Patil, P Krishnamoorthy, Jacob John, Meru A Patil, Ravindra B Patil, P Krishnamoorthy, Jacob John, Meru A Patil, Jacob John, Ravindra B Patil, P Krishnamoorthy
In clinical environment, Interventional X-Ray (IXR) system is used on various anatomies and for various types of the procedures. It is important to classify correctly each exam of IXR system into respective procedures and/or assign to correct anatomy. This classification enhances productivity of the system in terms of better scheduling of the Cath lab, also provides means to perform device usage/revenue forecast of the system by hospital management and focus on targeted treatment planning for a disease/anatomy...
August 2016: Conference Proceedings: Annual International Conference of the IEEE Engineering in Medicine and Biology Society
https://www.readbyqxmd.com/read/28226819/decoding-memory-features-from-hippocampal-spiking-activities-using-sparse-classification-models
#6
Dong Song, Robert E Hampson, Brian S Robinson, Vasilis Z Marmarelis, Sam A Deadwyler, Theodore W Berger, Dong Song, Robert E Hampson, Brian S Robinson, Vasilis Z Marmarelis, Sam A Deadwyler, Theodore W Berger, Dong Song, Robert E Hampson, Sam A Deadwyler, Theodore W Berger, Vasilis Z Marmarelis, Brian S Robinson
To understand how memory information is encoded in the hippocampus, we build classification models to decode memory features from hippocampal CA3 and CA1 spatio-temporal patterns of spikes recorded from epilepsy patients performing a memory-dependent delayed match-to-sample task. The classification model consists of a set of B-spline basis functions for extracting memory features from the spike patterns, and a sparse logistic regression classifier for generating binary categorical output of memory features...
August 2016: Conference Proceedings: Annual International Conference of the IEEE Engineering in Medicine and Biology Society
https://www.readbyqxmd.com/read/28226669/seizure-detection-using-dynamic-warping-for-patients-with-intellectual-disability
#7
Lei Wang, Johan B A M Arends, Xi Long, Yan Wu, Pierre J M Cluitmans, Lei Wang, Johan B A M Arends, Xi Long, Yan Wu, Pierre J M Cluitmans, Yan Wu, Johan B A M Arends, Lei Wang, Pierre J M Cluitmans, Xi Long
Electroencephalography (EEG) is paramount for both retrospective analysis and real-time monitoring of epileptic seizures. Studies have shown that EEG-based seizure detection is very difficult for a specific epileptic population with intellectual disability due to the cerebral development disorders. In this work, a seizure detection method based on dynamic warping (DW) is proposed for patients with intellectual disability. It uses an EEG template of an individual subject's dominant seizure type, to extract the morphological features from EEG signals...
August 2016: Conference Proceedings: Annual International Conference of the IEEE Engineering in Medicine and Biology Society
https://www.readbyqxmd.com/read/28226580/vessel-extraction-in-x-ray-angiograms-using-deep-learning
#8
E Nasr-Esfahani, S Samavi, N Karimi, S M R Soroushmehr, K Ward, M H Jafari, B Felfeliyan, B Nallamothu, K Najarian, E Nasr-Esfahani, S Samavi, N Karimi, S M R Soroushmehr, K Ward, M H Jafari, B Felfeliyan, B Nallamothu, K Najarian, M H Jafari, S M R Soroushmehr, E Nasr-Esfahani, S Samavi, K Najarian, B Nallamothu, N Karimi, K Ward, B Felfeliyan
Coronary artery disease (CAD) is the most common type of heart disease which is the leading cause of death all over the world. X-ray angiography is currently the gold standard imaging technique for CAD diagnosis. These images usually suffer from low quality and presence of noise. Therefore, vessel enhancement and vessel segmentation play important roles in CAD diagnosis. In this paper a deep learning approach using convolutional neural networks (CNN) is proposed for detecting vessel regions in angiography images...
August 2016: Conference Proceedings: Annual International Conference of the IEEE Engineering in Medicine and Biology Society
https://www.readbyqxmd.com/read/28226401/natural-evolution-in-patients-with-non-steroidal-anti-inflammatory-drugs-induced-urticaria-angioedema
#9
Inmaculada Doña, Esther Barrionuevo, María Salas, José Antonio Cornejo-García, James R Perkins, Gádor Bogas, Ana Prieto, María José Torres
BACKGROUND: Non-steroidal anti-inflammatory drugs (NSAIDs) are the most frequent triggers of drug hypersensitivity with NSAIDs-induced urticaria/angioedema (NIUA) the most common phenotype. Loss of hypersensitivity has been reported for IgE-mediated reactions; however it has not been assessed in non-immunological reactions such as NIUA. We evaluated NSAID-hypersensitivity over time in NIUA patients. METHODS: Patients confirmed as NIUA by positive drug provocation test (DPT) with acetylsalicylic acid (ASA) during 2005-2012 (V1) were included (n=38)...
February 22, 2017: Allergy
https://www.readbyqxmd.com/read/28226369/interpolated-flaps
#10
Samkon Kaltho Gado, Kaveh Karimnejad, Ian A Maher, Paul J Gruber, Scott Walen
Nasal reconstruction has been articulated in the literature since 700 B.C. when the earliest iteration of the forehead flap was described in the Indian medical treatise, the Sushruta Samhita. Since then it has evolved into the interpolated flap which has served as a powerful tool for facial reconstruction. The interpolated flap is constructed from nonadjacent donor tissue that has an inherent blood supply. It requires a multistaged approach and is best suited for reconstruction of large or deep defects of the nose...
February 2017: Facial Plastic Surgery: FPS
https://www.readbyqxmd.com/read/28226193/care-of-women-with-diabetes-before-during-and-after-pregnancy-time-for-a-new-approach
#11
A M Egan, L Carmody, B Kirwan, F P Dunne
AIMS: This study assesses the impact of pregnancy and pre-pregnancy care on longer-term treatment goals in women with diabetes. METHODS: This retrospective study included women with Type 1 (n = 247) and Type 2 diabetes (n = 137) who were evaluated before, during and after pregnancy. RESULTS: Among women with Type 1 diabetes, average HbA1c at 12 months post-partum was similar to the preconception level [63 vs. 64 mmol/mol (7.9% vs...
February 22, 2017: Diabetic Medicine: a Journal of the British Diabetic Association
https://www.readbyqxmd.com/read/28225904/invasive-haemophilus-influenzae-disease-in-the-vaccine-era-in-rio-de-janeiro-brazil
#12
Mari Tuyama, Jessica Corrêa-Antônio, Jessica Schlackman, Jane W Marsh, Maria C Rebelo, Elaine O Cerqueira, Márcio Nehab, Fabíola Kegele, Getúlio F Carmo, Dominique Ca Thielmann, Paulo F Barroso, Lee H Harrison, David E Barroso
BACKGROUND: Haemophilus influenzae (Hi) serotype b (Hib) conjugate vaccine was incorporated into the infant immunisation schedule in Brazil in 1999, where Hib was one of the major etiologic sources of community-acquired bacterial meningitis. OBJECTIVES: The purpose of this study is to describe the molecular epidemiology of invasive Hi disease in Rio de Janeiro state, Brazil, before and after vaccine introduction. METHODS: Surveillance data from 1986 to 2014 were analysed...
March 2017: Memórias do Instituto Oswaldo Cruz
https://www.readbyqxmd.com/read/28225898/invasive-haemophilus-influenzae-disease-in-the-vaccine-era-in-rio-de-janeiro-brazil
#13
Mari Tuyama, Jessica Corrêa-Antônio, Jessica Schlackman, Jane W Marsh, Maria C Rebelo, Elaine O Cerqueira, Márcio Nehab, Fabíola Kegele, Getúlio F Carmo, Dominique Ca Thielmann, Paulo F Barroso, Lee H Harrison, David E Barroso
BACKGROUND: Haemophilus influenzae (Hi) serotype b (Hib) conjugate vaccine was incorporated into the infant immunisation schedule in Brazil in 1999, where Hib was one of the major etiologic sources of community-acquired bacterial meningitis. OBJECTIVES: The purpose of this study is to describe the molecular epidemiology of invasive Hi disease in Rio de Janeiro state, Brazil, before and after vaccine introduction. METHODS: Surveillance data from 1986 to 2014 were analysed...
February 16, 2017: Memórias do Instituto Oswaldo Cruz
https://www.readbyqxmd.com/read/28225870/pdk2-promotes-chondrogenic-differentiation-of-mesenchymal-stem-cells-by-upregulation-of-sox6-and-activation-of-jnk-mapk-erk-pathway
#14
H Wang, X B Shan, Y J Qiao
This study was undertaken to clarify the role and mechanism of pyruvate dehydrogenase kinase isoform 2 (PDK2) in chondrogenic differentiation of mesenchymal stem cells (MSCs). MSCs were isolated from femurs and tibias of Sprague-Dawley rats, weighing 300-400 g (5 females and 5 males). Overexpression and knockdown of PDK2 were transfected into MSCs and then cell viability, adhesion and migration were assessed. Additionally, the roles of aberrant PDK2 in chondrogenesis markers SRY-related high mobility group-box 6 (Sox6), type ΙΙ procollagen gene (COL2A1), cartilage oligomeric matrix protein (COMP), aggrecan (AGC1), type ΙX procollagen gene (COL9A2) and collagen type 1 alpha 1 (COL1A1) were measured by quantitative reverse-transcription polymerase chain reaction (qRT-PCR)...
February 16, 2017: Brazilian Journal of Medical and Biological Research, Revista Brasileira de Pesquisas Médicas e Biológicas
https://www.readbyqxmd.com/read/28225836/analysis-of-immune-cell-populations-in-atrial-myocardium-of-patients-with-atrial-fibrillation-or-sinus-rhythm
#15
Natalia Smorodinova, Martin Bláha, Vojtěch Melenovský, Karolína Rozsívalová, Jaromír Přidal, Mária Ďurišová, Jan Pirk, Josef Kautzner, Tomáš Kučera
BACKGROUND: Atrial fibrillation (AF) is the most common arrhythmia and despite obvious clinical importance remains its pathogenesis only partially explained. A relation between inflammation and AF has been suggested by findings of increased inflammatory markers in AF patients. OBJECTIVE: The goal of this study was to characterize morphologically and functionally CD45-positive inflammatory cell populations in atrial myocardium of patients with AF as compared to sinus rhythm (SR)...
2017: PloS One
https://www.readbyqxmd.com/read/28225806/capsaicin-reduces-alzheimer-associated-tau-changes-in-the-hippocampus-of-type-2-diabetes-rats
#16
Weijie Xu, Juanhong Liu, Delin Ma, Gang Yuan, Yan Lu, Yan Yang
Type 2 diabetes (T2D) is a high-risk factor for Alzheimer's disease (AD) due to impaired insulin signaling pathway in brain. Capsaicin is a specific transient receptor potential vanilloid 1 (TRPV1) agonist which was proved to ameliorate insulin resistance. In this study, we investigated whether dietary capsaicin could reduce the risk of AD in T2D. T2D rats were fed with capsaicin-containing high fat (HF) diet for 10 consecutive days (T2D+CAP). Pair-fed T2D rats (T2D+PF) fed with the HF-diet of average dose of T2D+CAP group were included to control for the effects of reduced food intake and body weight...
2017: PloS One
https://www.readbyqxmd.com/read/28225803/bacterial-expression-correct-membrane-targeting-and-functional-folding-of-the-hiv-1-membrane-protein-vpu-using-a-periplasmic-signal-peptide
#17
Arpan Deb, William A Johnson, Alexander P Kline, Boston J Scott, Lydia R Meador, Dustin Srinivas, Jose M Martin-Garcia, Katerina Dörner, Chad R Borges, Rajeev Misra, Brenda G Hogue, Petra Fromme, Tsafrir S Mor
Viral protein U (Vpu) is a type-III integral membrane protein encoded by Human Immunodeficiency Virus-1 (HIV- 1). It is expressed in infected host cells and plays several roles in viral progeny escape from infected cells, including down-regulation of CD4 receptors. But key structure/function questions remain regarding the mechanisms by which the Vpu protein contributes to HIV-1 pathogenesis. Here we describe expression of Vpu in bacteria, its purification and characterization. We report the successful expression of PelB-Vpu in Escherichia coli using the leader peptide pectate lyase B (PelB) from Erwinia carotovora...
2017: PloS One
https://www.readbyqxmd.com/read/28225788/molecular-detection-and-genotyping-of-enteroviruses-from-csf-samples-of-patients-with-suspected-sepsis-like-illness-and-or-aseptic-meningitis-from-2012-to-2015-in-west-bank-palestine
#18
Kamal Dumaidi, Amer Al-Jawabreh
BACKGROUND: Human enteroviruses (HEVs) are the most frequently reported cause of aseptic meningitis with or without CSF pleocytosis in childhood. Rapid detection and genotype of HEVs is essential to determine the causative agent and variant causing sepsis-like illness and/or aseptic meningitis. AIM: To investigate the molecular epidemiology of enteroviruses (EVs) among patients with sepsis-like illness and/or aseptic meningitis admitted to three major hospitals in West Bank, Palestine from 2012 to 2015...
2017: PloS One
https://www.readbyqxmd.com/read/28225499/primary-cutaneous-diffuse-large-b-cell-lymphoma-other-successfully-treated-by-the-combination-of-r-chop-chemotherapy-and-surgery-a-case-report-and-review-of-literature
#19
Jinjing Jia, Wensheng Li, Yan Zheng
RATIONALE: The occurrence of primary cutaneous diffuse large B cell lymphoma-other (PCDLBCL-O) has been rarely reported in the literature. Its diagnosis is based on histopathological and immunohistochemical examinations. To improve the clinical diagnosis and treatment for PCDLBCL-O, we report a case of PCDLBCL-O successfully treated by the combination of R-CHOP (A chemotherapy protocol consists of cyclophosphamide, doxorubicin, vincristine, prednisone plus Rituximab) chemotherapy and surgery...
February 2017: Medicine (Baltimore)
https://www.readbyqxmd.com/read/28225311/prognostic-factors-for-survival-of-men1-patients-with-duodenopancreatic-tumors-metastatic-to-the-liver-results-from-the-dmsg-study-group
#20
Elfi B Conemans, Sjoerd Nell, Carolina R C Pieterman, Wouter W de Herder, Olaf M Dekkers, Ad R Hermus, Anouk N van der Horst-Schrivers, Peter H Bisschop, Bas Havekes, Madeleine L Drent, Menno R Vriens, Gerlof D Valk
Objective Duodenopancreatic neuroendocrine tumors (DP-NETs) develop in a majority of patients with Multiple Endocrine Neoplasia Type 1 (MEN1) and are the leading cause of death. Overall survival (OS) and prognostic factors for patients with liver metastases from DP-NETs are not known. Design and Methods Cohort study using the Dutch National MEN1 database, which includes >90% of the Dutch MEN1 population between 1990-2014. OS was assessed with time to event analysis, and prognostic factors were evaluated...
February 22, 2017: Endocrine Practice
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