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https://www.readbyqxmd.com/read/28324982/multi-task-transfer-learning-for-in-hospital-death-prediction-of-icu-patients
#1
Chandan Karmakar, Budhaditya Saha, Marimuthu Palaniswami, Svetha Venkatesh
Multi-Task Transfer Learning (MTTL) is an efficient approach for learning from inter-related tasks with small sample size and imbalanced class distribution. Since the intensive care unit (ICU) data set (publicly available in Physionet) has subjects from four different ICU types, we hypothesize that there is an underlying relatedness amongst various ICU types. Therefore, this study aims to explore MTTL model for in-hospital mortality prediction of ICU patients. We used single-task learning (STL) approach on the augmented data as well as individual ICU data and compared the performance with the proposed MTTL model...
August 2016: Conference Proceedings: Annual International Conference of the IEEE Engineering in Medicine and Biology Society
https://www.readbyqxmd.com/read/28323720/neuroprognostication-after-cardiac-arrest-in-the-light-of-targeted-temperature-management
#2
Mauro Oddo, Hans Friberg
PURPOSE OF REVIEW: Delayed awakening after targeted temperature management (TTM) and sedation is frequent among cardiac arrest patients. Differentiating between prolonged coma and irreversible cerebral damage can be challenging, therefore the utilization of a multimodal approach is recommended by international guidelines. Here, we discuss indications and advantages/disadvantages of available modalities for coma prognostication and describe new tools to improve our accuracy for outcome prediction...
March 20, 2017: Current Opinion in Critical Care
https://www.readbyqxmd.com/read/28320201/analysis-of-never-events-following-adult-cardiac-surgical-procedures-in-the-united-states
#3
Michael P Robich, Brianna M Krafcik, Nishant K Shah, Alik Farber, Denis Rybin, Jeffrey J Siracuse
BACKGROUND: This study was conducted to determine the risk factors, nature, and outcomes of "never events" following open adult cardiac surgical procedures. Understanding of these events can reduce their occurrence, and thereby improve patient care, quality metrics, and cost reduction. METHODS: "Never events" for patients included in the Nationwide Inpatient Sample who underwent coronary artery bypass graft, heart valve repair/replacement, or thoracic aneurysm repair between 2003-2011 were documented...
March 16, 2017: Journal of Cardiovascular Surgery
https://www.readbyqxmd.com/read/28320068/thoracic-electrical-bioimpedance-versus-suprasternal-doppler-in-emergency-care
#4
Mohammed H Elwan, Jeremy Hue, Samira J Green, Salah M Eltahan, Mark R Sims, Timothy J Coats
OBJECTIVE: There are a number of cardiac output (CO) monitors that could potentially be used in the ED. Two of the most promising methods, thoracic electrical bioimpedance and suprasternal Doppler, have not been directly compared. The aim of this study was to investigate the feasibility of CO monitoring using suprasternal Doppler and bioimpedance in emergency care and compare haemodynamic data obtained from both monitors. METHODS: Haemodynamic measurements were made on the same group of patients using bioimpedance (Niccomo, Medis, Germany) and suprasternal Doppler (USCOM, Sydney, Australia)...
March 20, 2017: Emergency Medicine Australasia: EMA
https://www.readbyqxmd.com/read/28319562/translating-biomarkers-from-research-to-clinical-use-in-pediatric-neurocritical-care-focus-on-traumatic-brain-injury-and-cardiac-arrest
#5
Andrew J Prout, Michael S Wolf, Ericka L Fink
PURPOSE OF REVIEW: Traumatic brain injury (TBI) and cardiac arrest are important causes of morbidity and mortality in children. Improved diagnosis and outcome prognostication using validated biomarkers could allow clinicians to better tailor therapies for optimal efficacy. RECENT FINDINGS: Contemporary investigation has yielded plentiful biomarker candidates of central nervous system (CNS) injury, including macromolecules, genetic, inflammatory, oxidative, and metabolic biomarkers...
March 17, 2017: Current Opinion in Pediatrics
https://www.readbyqxmd.com/read/28319507/recombinant-factor-viia-is-associated-with-increased-thrombotic-complications-in-pediatric-cardiac-surgery-patients
#6
Laura Downey, Morgan L Brown, David Faraoni, David Zurakowski, James A DiNardo
BACKGROUND: Recombinant factor VIIa (rFVIIa) is routinely used as an off-label hemostatic agent in children undergoing cardiac surgery. Despite evidence that rFVIIa use is associated with an increased incidence of thrombotic complications in adult cardiac surgery, the safety of rFVIIa as a rescue hemostatic agent in the pediatric cardiac surgical population is less definitively delineated. In this retrospective study, we used propensity score matching to compare the incidence of thrombotic complications between children treated with rFVIIa and their matched controls...
March 17, 2017: Anesthesia and Analgesia
https://www.readbyqxmd.com/read/28318659/cardiovascular-and-general-health-status-of-adults-with-trisomy-21
#7
Samuel A Hayes, Shelby Kutty, Joshua Thomas, Joyce T Johnson, Anji T Yetman
BACKGROUND: Patients with Trisomy 21 are now living well into adulthood. Little data exists to assist the cardiologist in the care of these patients. We sought to examine the cardiac and general health status of adults with Trisomy 21 undergoing cardiac evaluation. METHODS & RESULTS: A retrospective review of all affected adults >21years followed at 2 tertiary care institutions was performed. Of 193 patients identified, median age was 31 (range 21.1-60.5) years...
March 10, 2017: International Journal of Cardiology
https://www.readbyqxmd.com/read/28318620/factors-associated-with-mortality-risk-in-critical-care-patients-treated-with-veno-arterial-extracorporeal-membrane-oxygenation
#8
Sun Hee Lee, Dong-Soo Shin, Jong Ran Kim, Hyunjung Kim
OBJECTIVES: To identify factors associated with mortality in patients treated with veno-arterial extracorporeal membrane oxygenation (VA-ECMO) and to validate the discrimination of the risk assessment tools to predict mortality. BACKGROUND: VA-ECMO is a rescue therapy for patients with life-threatening cardiac failure, but mortality remains high. METHODS: In this retrospective study, we reviewed the medical records of adult patients who underwent VA-ECMO in an intensive care unit of a university hospital, between 2009 and 2013...
March 16, 2017: Heart & Lung: the Journal of Critical Care
https://www.readbyqxmd.com/read/28318511/effect-of-tailored-antiplatelet-therapy-to-reduce-recurrent-stent-thrombosis-and-cardiac-death-after-a-first-episode-of-stent-thrombosis
#9
Thea C Godschalk, Laura M Willemsen, Bastiaan Zwart, Thomas O Bergmeijer, Paul Willem A Janssen, Johannes C Kelder, Christian M Hackeng, Jurriën M Ten Berg
The recurrence rate of coronary stent thrombosis (ST) is high. Patients with ST often demonstrate high on-treatment platelet reactivity (HPR). It is suggested that patients at high risk of atherothrombotic events, that is patients with ST, could benefit from tailored antiplatelet therapy (APT). This study evaluated whether tailored APT, based on platelet function testing, reduced the rate of cardiac death and/or recurrent ST at 1 year after ST, compared with a historical cohort of patients with ST without tailored APT...
February 27, 2017: American Journal of Cardiology
https://www.readbyqxmd.com/read/28318007/myocardial-infarction-in-a-neonate-lessons-for-neonatal-and-internal-medicine
#10
Werner Streif
Due to the lack of evidence-based guidelines, management strategies for neonatal MI should be individualized and administered largely at the discretion of responsible treating teams. Supportive care with a focus on preserving adequate circulation and antithrombotic therapy with a view to restoring vascular patency are the mainstays of treatment. Thrombolytic therapy of neonatal MI includes a chance to completely restore myocardial function. Understanding the resilience of the neonatal heart and mechanism of cardiac cell repair in neonates may spark novel treatment strategies for severe MI in the large number of affected individuals in an aging population...
March 20, 2017: Hämostaseologie
https://www.readbyqxmd.com/read/28317067/pet-cmr-in-heart-failure-synergistic-or-redundant-imaging
#11
REVIEW
Michael A Quail, Albert J Sinusas
Imaging in heart failure (HF) provides data for diagnosis, prognosis and disease monitoring. Both MRI and nuclear imaging techniques have been successfully used for this purpose in HF. Positron Emission Tomography-Cardiac Magnetic Resonance (PET-CMR) is an example of a new multimodality diagnostic imaging technique with potential applications in HF. The threshold for adopting a new diagnostic tool to clinical practice must necessarily be high, lest they exacerbate costs without improving care. New modalities must demonstrate clinical superiority, or at least equivalence, combined with another important advantage, such as lower cost or improved patient safety...
March 20, 2017: Heart Failure Reviews
https://www.readbyqxmd.com/read/28316318/synchronous-open-heart-surgery-and-laparoscopic-cholecystectomy-an-observational-case-study-with-28-patients
#12
Mustafa Bilge Erdogan, Mehmet Kaplan, Hakki Kazaz, Bulent Salman
Acute cholecystitis (AC) may be a severe problem and may increase the mortality rate and hospital stay in patients who undergo open heart surgery (OHS), due to its aggressive course; therefore, AC should be treated as soon as possible. We aimed to present data on our synchronous cardiac and laparoscopic cholecystectomy (LC) operations performed for AC complicating patients with cardiac disease and who were waiting to undergo OHS. Between January 2008 and September 2014, we performed 2773 OHSs in Medical Park Gaziantep Hospital...
March 1, 2017: American Surgeon
https://www.readbyqxmd.com/read/28315727/increasing-or-fluctuating-bispectral-index-values-during-post-resuscitation-targeted-temperature-management-can-predict-clinical-seizures-after-rewarming
#13
Kanae Ochiai, Atsushi Shiraishi, Yasuhiro Otomo, Yuuichi Koido, Takashi Kanemura, Masato Honma
AIM: To investigate whether an increasing bispectral index (BIS) value during targeted temperature management (TTM) correlates with increased clinical seizures after TTM or worse neurological prognoses after TTM. METHODS: We performed a retrospective prognostication study of patients who were treated with TTM after recovery of spontaneous circulation from cardiac arrest at a tertiary care hospital. We recorded the BIS regularly during TTM and calculated the correlations of the mean BIS values, standard deviations of the BIS values, and linear regression coefficient of the trend of the BIS values over time as index tests...
March 15, 2017: Resuscitation
https://www.readbyqxmd.com/read/28315177/physical-symptoms-screening-for-cardiopulmonary-complications-of-obesity-using-audio-computer-assisted-self-interviews
#14
Jorge L Morales-Estrella, Farah D Ciftci, William E Trick, Keiki Hinami
PURPOSE: The main study objective was to assess the predictive value of selected physical symptoms for screening obstructive sleep apnea and major cardiac conditions in adults with obesity, thus providing the evidence for routine symptom screening of obesity complications endorsed by obesity management clinical practice guidelines. METHODS: We performed a retrospective cohort study using patient-reported outcomes data including the physical symptoms severity component of the Memorial Symptom Assessment Scale administered through Audio Computer-Assisted Self-Interviews combined with data from the electronic medical records of an urban safety-net primary care clinic...
March 17, 2017: Quality of Life Research
https://www.readbyqxmd.com/read/28315124/multi-modality-imaging-assessment-of-pericardial-masses
#15
REVIEW
Wunan Zhou, Monvadi Barbara Srichai
PURPOSE OF REVIEW: This review will discuss the application of various imaging modalities including their advantages and disadvantages in the evaluation of the most common pericardial masses with a focus on pericardial cysts, tumors, and hematomas. RECENT FINDINGS: Accurate identification of pericardial masses and assessment of potential hemodynamic compromise is imperative for management. Cardiac imaging plays a central role in tissue characterization as well as evaluation of extension into neighboring structures...
April 2017: Current Cardiology Reports
https://www.readbyqxmd.com/read/28315063/the-effect-of-regadenoson-on-the-integrity-of-the-human-blood-brain-barrier-a-pilot-study
#16
Sadhana Jackson, Richard T George, Martin A Lodge, Anna Piotrowski, Richard L Wahl, Sachin K Gujar, Stuart A Grossman
Regadenoson is an FDA approved adenosine receptor agonist which increases blood-brain barrier (BBB) permeability in rodents. Regadenoson is used clinically for pharmacologic cardiac stress testing using SPECT or CT imaging agents that do not cross an intact BBB. This study was conducted to determine if standard doses of regadenoson transiently disrupt the human BBB allowing higher concentrations of systemically administered imaging agents to enter the brain. Patients without known intracranial disease undergoing clinically indicated pharmacologic cardiac stress tests were eligible for this study...
March 17, 2017: Journal of Neuro-oncology
https://www.readbyqxmd.com/read/28314078/high-physical-fitness-is-associated-with-reduction-in-basal-and-exercise-induced-inflammation
#17
Øyunn Kleiven, Magnus Bjørkavoll-Bergseth, Tor Melberg, Øyvind Skadberg, Rolf Bergseth, Jone Selvåg, Bjørn Auestad, Pål Aukrust, Torbjørn Aarsland, Stein Ørn
C-reactive protein (CRP) increases after strenuous exercise. It has been a concern that prolonged strenuous exercise may be harmful, and induce a deleterious inflammatory response. The purpose of this study was to 1) Assess and quantify the magnitude of CRP response following an endurance cycling competition in healthy middle-aged recreational cyclists. 2) Identify important determinants of this response. 3) Identify the relationship between CRP, myocardial damage (cardiac Troponin I (cTnI)) and myocardial strain (B-type natriuretic peptide (BNP))...
March 17, 2017: Scandinavian Journal of Medicine & Science in Sports
https://www.readbyqxmd.com/read/28306694/real-world-use-of-ticagrelor-and-prasugrel-in-patients-with-nstemi-undergoing-percutaneous-coronary-intervention
#18
Vincenzo Sucato, Egle Corrado, Carmelo Castellana, Michele Carella, Simona Raso, Giuseppe Coppola, Giuseppe Andolina, Giuseppina Novo, Salvatore Evola, Salvatore Novo
OBJECTIVE: This retrospective observational study sought to describe the safety and efficacy profile of prasugrel and ticagrelor in patients with non-ST-segment elevation myocardial infarction (NSTEMI), who were admitted to the coronary intensive care unit (CICU) and underwent primary percutaneous coronary intervention (PCI). BACKGROUND AND METHODS: Dual antiplatelet therapy is mandatory for all the patients with acute coronary syndrome, who underwent PCI. Our study includes 111 patients with NSTEMI, who underwent PCI, in a maximum time of 72 h after their ischemic event...
March 16, 2017: Journal of Cardiovascular Medicine
https://www.readbyqxmd.com/read/28306681/anesthesia-in-adults-with-congenital-heart-disease
#19
Torsten Baehner, Richard K Ellerkmann
PURPOSE OF REVIEW: The current review focuses on patients with congenital heart disease (CHD) with regard to recent trends in global demographics, healthcare provision for noncardiac surgery, as well as anesthetic and perioperative care for these patients. RECENT FINDINGS: About 40 years after milestones of surgical innovation in CHD, the number of adults with CHD (ACHD) now surpasses those of children with CHD. This development leads to the fact that even patients with complex CHD managed for noncardiac surgery are not restricted to highly specialized centers...
March 16, 2017: Current Opinion in Anaesthesiology
https://www.readbyqxmd.com/read/28306631/thermoregulate-autoregulate-and-ventilate-brain-directed-critical-care-for-pediatric-cardiac-arrest
#20
Jonathan E Kurz, Craig M Smith, Mark S Wainwright
PURPOSE OF REVIEW: Cardiac arrest in childhood is associated with a high risk for mortality and poor long-term functional outcome. This review discusses the current evidence for neuroprotective therapies and goals for postarrest care in the context of the pathophysiology of hypoxic-ischemic injury, modalities for neurologic prognostication in these children and potential future monitoring paradigms for maximizing cerebral perfusion in the postarrest period. RECENT FINDINGS: The recent publication of the in-hospital and out-of-hospital Therapeutic Hypothermia After Cardiac Arrest trials demonstrated a lack of statistically significant benefit for the use of postarrest therapeutic hypothermia...
March 16, 2017: Current Opinion in Pediatrics
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