BACKGROUND: The recent big data revolution in Genomics, coupled with the emergence of Deep Learning as a set of powerful machine learning methods, has shifted the standard practices of machine learning for Genomics. Even though Deep Learning methods such as Convolutional Neural Networks (CNNs) and Recurrent Neural Networks (RNNs) are becoming widespread in Genomics, developing and training such models is outside the ability of most researchers in the field. RESULTS: Here we present ENNGene-Easy Neural Network model building tool for Genomics. This tool simplifies training of custom CNN or hybrid CNN-RNN models on genomic data via an easy-to-use Graphical User Interface. ENNGene allows multiple input branches, including sequence, evolutionary conservation, and secondary structure, and performs all the necessary preprocessing steps, allowing simple input such as genomic coordinates. The network architecture is selected and fully customized by the user, from the number and types of the layers to each layer's precise set-up. ENNGene then deals with all steps of training and evaluation of the model, exporting valuable metrics such as multi-class ROC and precision-recall curve plots or TensorBoard log files. To facilitate interpretation of the predicted results, we deploy Integrated Gradients, providing the user with a graphical representation of an attribution level of each input position. To showcase the usage of ENNGene, we train multiple models on the RBP24 dataset, quickly reaching the state of the art while improving the performance on more than half of the proteins by including the evolutionary conservation score and tuning the network per protein. CONCLUSIONS: As the role of DL in big data analysis in the near future is indisputable, it is important to make it available for a broader range of researchers. We believe that an easy-to-use tool such as ENNGene can allow Genomics researchers without a background in Computational Sciences to harness the power of DL to gain better insights into and extract important information from the large amounts of data available in the field.

• Keywords
• Convolutional Neural Network, Deep Learning, Evolutionary Conservation Score, GUI, RNA Secondary Structure, Recurrent Neural Network,
• MeSH
• Genomics MeSH
• Neural Networks, Computer * MeSH
• Protein Structure, Secondary MeSH
• Machine Learning * MeSH
• Publication type
• Journal Article MeSH

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Drossos P139 - Intra-aortic balloon counterpulsation in patients undergoing cardiac surgery (IABCS): preliminary results G. Ferreira, J. Caldas, J. Fukushima, E. A. Osawa, E. Arita, L. Camara, S. Zeferino, J. Jardim, F. Gaioto, L. Dallan, F. B. Jatene, R. Kalil Filho, .F Galas, L. A. Hajjar P140 - Effects of low-dose atrial natriuretic peptide infusion on cardiac surgery-associated acute kidney injury C. Mitaka, T. Ohnuma, T. Murayama, F. Kunimoto, M. Nagashima, T. Takei, M. Tomita P141 - Acute kidney injury influence on high sensitive troponin measurements after cardiac surgery A. Omar, K. Mahmoud, S. Hanoura, S. Sudarsanan, P. Sivadasan, H. Othamn, Y. Shouman, R. Singh, A. Al Khulaifi P142 - Complex evaluation of endothelial dysfunction markers for prognosis of outcomes in patients undergoing cardiac surgery I. Mandel, S. Mikheev, I. Suhodolo, V. Kiselev, Y. Svirko, Y. Podoksenov P143 - New-onset atrial fibrillation in intensive care: incidence, management and outcome S. A. Jenkins, R. Griffin P144 - One single spot measurement of the sublingual microcirculation during acute pulmonary hypertension in a pig model of shock M. S. Tovar Doncel, A. Lima, C. Aldecoa, C. Ince P145 - Assessment of levosimendan as a therapeutic option to recruit the microcirculation in cardiogenic shock – initial experience in cardiac ICU A. Taha, A. Shafie, M. Mostafa, N. Syed, H. Hon P146 - Terlipressin vs. norepinephrine in the Potential Multiorgan Donor(PMD) F. Righetti, E. Colombaroli, G. Castellano P147 - Echocardiography in the potential heart donor exposed to substitution hormonotherapy F. Righetti, E. Colombaroli P148 - Machine learning can reduce rate of monitor alarms M. Hravnak, L. C. Chen, A. D. Dubrawski, G. C. Clermont, M. R. Pinsky P149 - Peripherally inserted central catheters placed in the ICU S. Gonzalez, D. Macias, J. Acosta, P. Jimenez, A. Loza, A. Lesmes, F. Lucena, C. Leon P150 - Recordings of abnormal central venous pressure waveform morphology during an episode of pulmonary hypertension in a porcine shock model M. S. Tovar Doncel, C. Ince, C. Aldecoa, A. Lima P151 - Ultrasound guided central venous access technique among French intensivists M. Bastide, J. Richecoeur, E. Frenoy, C. Lemaire, B. Sauneuf, F. Tamion, S. Nseir, D. Du Cheyron, H. Dupont, J. Maizel P152 - Predictive ability of the Pv-aCO2 gap in patients with shock M. Shaban, R. Kolko, N. Salahuddin, M. Sharshir, M. AbuRageila, A. AlHussain P153 - Comparison of echocardiography and pulmonary artery catheter measurements of hemodynamic parameters in critical ill patients P. Mercado, J. Maizel, L. Kontar, D. Titeca, F. Brazier, A. Riviere, M. Joris, T. Soupison, B. De Cagny, M. Slama P154 - The volume clamp method for noninvasive cardiac output measurement in postoperative cardiothoracic surgery patients: a comparison with intermittent pulmonary artery thermodilution J. Wagner, A. Körner, M. Kubik, S. Kluge, D. Reuter, B. Saugel P155 - Hemodynamic monitoring in patients with septic shock (SS) – CPCCO (continuous pulse contour cardiac output) vs. TEE (transesophageal echocardiography) E. Colombaroli, F. Righetti, G. Castellano P156 - Cardiac output measurement with transthoracic echocardiography in critically ill patients: a pragmatic clinical study T. Tran, D. De Bels, A. Cudia, M. Strachinaru, P. Ghottignies, J. Devriendt, C. Pierrakos P157 - Left ventricular outflow tract velocity time integral correlates with stroke volume index in mechanically ventilated patients Ó. Martínez González, R. Blancas, J. Luján, D. Ballesteros, C. Martínez Díaz, A. Núñez, C. Martín Parra, B. López Matamala, M. Alonso Fernández, M. Chana P158 - Transpulmonary thermodilution (TPTD) derived from femoral vs. jugular central venous catheter: validation of a previously published correction formula and a proprietary correction formula for global end-diastolic volume index (GEDVI) W. Huber, M. Eckmann, F. Elkmann, A. Gruber, I. Klein, R. M. Schmid, T. Lahmer P160 - Dynamic arterial elastance calculated with lidcoplus monitor does not predict changes in arterial pressure after a fluid challenge in postsurgical patients D. Bastoni, H. Aya, L. Toscani, L. Pigozzi, A. Rhodes, M. Cecconi P159 - Venous return driving pressure and resistance in acute blood volume changes P. W. Moller, S. Sondergaard, S. M. Jakob, J. Takala, D. Berger P160 - Dynamic arterial elastance calculated with lidcoplus monitor does not predict changes in arterial pressure after a fluid challenge in postsurgical patients D. Bastoni, H. Aya, L. Toscani, L. Pigozzi, A. Rhodes, M. Cecconi P161 - Analysis of duration of post-operative goal-directed therapy protocol C. Ostrowska, H. Aya, A. Abbas, J. Mellinghoff, C. Ryan, D. Dawson, A. Rhodes, M. Cecconi P162 - Hemodynamic optimization – back to square one? M. Cronhjort, O. Wall, E. Nyberg, R. Zeng, C. Svensen, J. Mårtensson, E. Joelsson-Alm P163 - Effectiveness of fluid thoracic content measurement by bioimpedance guiding intravascular volume optimization in patients with septic shock M. Aguilar Arzapalo, L. Barradas, V. Lopez, M. Cetina P164 - A systematic review on the role of internal jugular vein ultrasound measurements in assessment of volume status in critical shock patients N. Parenti, C. Palazzi, L. A. Amidei, F. B. Borrelli, S. C. Campanale, F. T. Tagliazucchi, G. S. Sedoni, D. L. Lucchesi, E. C. Carella, A. L Luciani P165 - Importance of recognizing dehydration in medical Intensive Care Unit M. Mackovic, N. Maric, M. Bakula P166 - Effect of volume for a fluid challenge in septic patients H. Aya, A. Rhodes, R. M. Grounds, N. Fletcher, M. Cecconi P167 - Fluid bolus practices in a large Australian intensive care unit B. Avard, P. Zhang P168 - Liberal late fluid management is associated with longer ventilation duration and worst outcome in severe trauma patients: a retrospective cohort of 294 patients M. Mezidi, J. Charbit, M. Ould-Chikh, P. Deras, C. Maury, O. Martinez, X. Capdevila P169 - Association of fluids and outcomes in emergency department patients hospitalized with community-acquired pneumonia P. Hou, W. Z. Linde-Zwirble, I. D. Douglas, N. S. Shapiro P170 - Association of positive fluid balance with poor outcome in medicosurgical ICU patients A. Ben Souissi, I. Mezghani, Y. Ben Aicha, S. Kamoun, B. Laribi, B. Jeribi, A. Riahi, M. S. Mebazaa P171 - Impact of fluid balance to organ dysfunction in critically ill patients C. Pereira, R. Marinho, R. Antunes, A. Marinho P172 - Volume bolus in ICU patients: do we need to balance our crystalloids? M. Crivits, M. Raes, J. Decruyenaere, E. Hoste P173 - The use of 6 % HES solution do not reduce total fluid requirement in the therapy of patients with burn shock V. Bagin, V. Rudnov, A. Savitsky, M. Astafyeva, I. Korobko, V. Vein P174 - Electron microscopic assessment of acute kidney injury in septic sheep resuscitated with crystalloids or different colloids T. Kampmeier , P. Arnemann, M. Hessler, A. Wald, K. Bockbreder, A. Morelli, H. Van Aken, S. Rehberg, C. Ertmer P175 - Alterations of conjunctival microcirculation in a sheep model of haemorrhagic shock and resuscitation with 0.9 % saline or balanced tetrastarch P. Arnemann, M. Hessler, T. Kampmeier, S. Rehberg, H. Van Aken, C. Ince, C. Ertmer P176 - A single centre nested pilot study investigating the effect of using 0.9 % saline or Plasma-Lyte 148 ® as crystalloid fluid therapy on gastrointestinal feeding intolerance in mechanically ventilated patients receiving nasogastric enteral nutrition S. Reddy, M. Bailey, R. Beasley, R. Bellomo, D. Mackle, A. Psirides, P. Young P177 - A single centre nested pilot study investigating the effect on post-operative bleeding of using 0.9 % saline or Plasma-Lyte® 148 as crystalloid fluid therapy in adults in ICU after heart surgery S. Reddy, M. Bailey, R. Beasley, R. Bellomo, D. Mackle, P. Young P178 - Extreme hypernatremia and sepsis in a patient with Huntington’s dementia: a conundrum in fluid management H. Venkatesh, S. Ramachandran, A. Basu, H. Nair P179 - Diagnosis and management of severe hypernatraemia in the critical care setting S. Egan, J. Bates P180 - Correlation between arterial blood gas and electrolyte disturbances during hospitalization and outcome in critically ill patients S. Oliveira, N. R. Rangel Neto, F. Q. Reis P181 - Missing the “I” in MUDPILES – a rare cause of high anion gap metabolic acidosis (HAGMA) C. P. Lee, X. L. Lin, C. Choong , K. M. Eu, W. Y. Sim , K. S. Tee, J. Pau , J. Abisheganaden P182 - Plasma NGAL and urinary output: potential parameters for early initiation of renal replacement therapy K. Maas, H. De Geus P183 - Renal replacement therapy for critically ill patients: an intermittent continuity E. Lafuente, R. Marinho, J. Moura, R. Antunes, A. Marinho P184 - A survey of practices related to renal replacement therapy in critically ill patients in the north of England. T. E. Doris, D. Monkhouse, T. Shipley, S. Kardasz, I Gonzalez P185 - High initiation creatinine associated with lower 28-day mortality in critically ill patients necessitating continuous renal replacement therapy S. Stads, A. J. Groeneveld P186 - The impact of Karnofsky performance scale on outcomes in acute kidney injury patients receiving renal replacement therapy on the intensive care unit I. Elsayed, N. Ward, A. Tridente, A. Raithatha P187 - Severe hypophosphatemia during citrate-anticoagulated CRRT A. Steuber, C. Pelletier, S. Schroeder, E. Michael, T. Slowinski, D. Kindgen-Milles P188 - Citrate regional anticoagulation for post dilution continuous renal replacement therapy S. Ghabina P189 - Citrate 18 mmol/l improves anticoagulation during RRT with adsorbing filters F. Turani, A. Belli, S. Busatti, G. Barettin, F. Candidi, F. Gargano, R. Barchetta, M. Falco P190 - Calcium gluconate instead of calcium chloride in citrate-anticoagulated CVVHD O. Demirkiran, M. Kosuk, S. Bozbay P191 - Enhanced clearance of interleukin-6 with continuous veno-venous haemodialysis (CVVHD) using Ultraflux EMiC2 vs. Ultraflux AV1000S V. Weber, J. Hartmann, S. Harm, I. Linsberger, T. Eichhorn, G. Valicek, G. Miestinger, C. Hoermann P192 - Removal of bilirubin with a new adsorbent system: in vitro kinetics S. Faenza, D. Ricci, E. Mancini, C. Gemelli, A. Cuoghi, S. Magnani, M. Atti P193 - Case series of patients with severe sepsis and septic shock treated with a new extracorporeal sorbent T. Laddomada, A. Doronzio, B. Balicco P194 - In vitro adsorption of a broad spectrum of inflammatory mediators with CytoSorb® hemoadsorbent polymer beads M. C. Gruda, P. O’Sullivan, V. P. Dan, T. Guliashvili, A. Scheirer, T. D. Golobish, V. J. Capponi, P. P. Chan P195 - Observations in early vs. late use of cytosorb therapy in critically ill patients K. Kogelmann, M. Drüner, D. Jarczak P196 - Oxiris membrane decreases endotoxin during rrt in septic patients with basal EAA > 0,6 F. Turani, A. B. Belli, S. M. Martni, V. C. Cotticelli, F. Mounajergi, R. Barchetta P197 - An observational prospective study on the onset of augmented renal clearance: the first report S. Morimoto, H. Ishikura P198 - An ultrasound- guided algorithm for the management of oliguria in severe sepsis I. Hussain, N. Salahuddin, A. Nadeem, K. Ghorab, K. Maghrabi P199 - Ultrasound in acute kidney injury (aki). First findings of farius, an education-programme in structural ultrasonography S. K. Kloesel, C. Goldfuss, A. Stieglitz, A. S. Stieglitz, L. Krstevska, G. Albuszies P200 - Effectiveness of renal angina index score predicting acute kidney injury on critically ill patients M. Aguilar Arzapalo, L. Barradas, V. Lopez, A. Escalante, G. Jimmy, M. Cetina P201 - Time length below blood pressure thresholds and progression of acute kidney injury in critically ill patients with or without sepsis: a retrospective, exploratory cohort study J. Izawa, T. Iwami, S. Uchino, M. Takinami, T. Kitamura, T. Kawamura P202 - Anaemia does not affect renal recovery in acute kidney injury J. G. Powell-Tuck, S. Crichton, M. Raimundo, L. Camporota, D. Wyncoll, M. Ostermann P203 - Estimated glomerular filtration rate based on serum creatinine: actual practice in Dutch ICU’s A. Hana, H. R. De Geus P204 - Comparison of estimated glomerular filtration rate calculated by mdrd, ckd-epi-serum-creatinine and ckd-epi-cystatin-c in adult critically ill patients H. R. De Geus, A. Hana P205 - Early diagnosis of septic acute kidney injury in medical critical care patients with a urine cell cycle arrest marker: insulin like growth factor binding protein-7 (IGFBP-7) M. Aydogdu, N. Boyaci, S. Yuksel, G. Gursel, A. B. Cayci Sivri P206 - Urinary neutrophil gelatinase-associated lipocalin as early biomarker of severe acute kidney injury in intensive care J. Meza-Márquez, J. Nava-López, R. Carrillo-Esper P207 - Shrunken pore syndrome is associated with a sharp rise in mortality in patients undergoing elective coronary artery bypass grafting A. Dardashti, A. Grubb P208 - The biomarker nephrocheck™ can discriminate the septic shock patients with an akin 1 or 2 acute renal failure who will not progress toward the akin 3 level J. Maizel, M. Wetzstein, D. Titeca, L. Kontar, F. Brazier, B. De Cagny, A. Riviere, T. Soupison, M. Joris, M. Slama P209 - A worldwide multicentre evaluation of acute kidney injury in septic and non-septic critically ill patients: the intensive care over nations (icon) audit E. Peters, H. Njimi, P. Pickkers, J. L. Vincent P210 - Does enhanced recovery after surgery reduce the incidence of acute kidney injury in those undergoing major gynae-oncological surgery? M. Waraich , J. Doyle, T. Samuels, L. Forni P211 - Identification of risk factors for the development of acute kidney injury after lower limb arthroplasty N. Desai, R. Baumber, P. Gunning, A. Sell P212 - Incidences and associations of acute kidney injury after major trauma S. Lin, H. Torrence, M. O’Dwyer, C. Kirwan, J. Prowle P213 - Acute kidney injury of major trauma patients T Kim P214 - Trajectory of serum creatinine after major surgery and the diagnosis of acute kidney injury M. E. O’Connor, R. W. Hewson, C. J. Kirwan, R. M. Pearse, J. Prowle P215 - Epidemiology of acute kidney injury after cardiac surgery. 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Bhandari P221 - Setting optimal flow rate during high flow nasal cannula support: preliminary results T. Mauri, C. Turrini, T. Langer, P. Taccone, C. A. Volta, C. Marenghi, L. Gattinoni, A. Pesenti P222 - Dose to dose consistency across two different gas flow rates using cystic fibrosis and normal adult breathing profiles during nasal high flow oxygen therapy L. Sweeney, A . O’ Sullivan, P. Kelly, E. Mukeria, R. MacLoughlin P223 - Final results of an evaluation of airway medix closed suction system compared to a standard closed suction system M. Pfeffer, J. T. Thomas, G. B. Bregman, G. K. Karp, E. K. Kishinevsky, D. S. Stavi, N. A. Adi P224 - Different cuff materials and different leak tests - one size does not fit all T. Poropat, R. Knafelj P225 - Observational study on the value of the cuff-leak test and the onset of upper airway obstruction after extubation E. Llopart, M. Batlle, C. De Haro, J. Mesquida, A. Artigas P226 - A device for emergency transtracheal lung ventilation D. Pavlovic, L. Lewerentz, A. Spassov, R. Schneider P227 - Long-term outcome and health-related quality of life in patients discharged from the intensive care unit with a tracheostomy and with or without prolonged mechanical ventilation S. De Smet, S. De Raedt, E. Derom, P Depuydt, S. Oeyen, D. Benoit, J. Decruyenaere P228 - Ultrasound-guided percutaneous dilational tracheostomy versus bronchoscopy-guided percutaneous dilational tracheostomy in critically ill patients (trachus): a randomized clinical trial A. Gobatto, B. Bese, P. Tierno, L. Melro, P. Mendes, F. Cadamuro, M. Park, L. M. Malbouisson P229 - Is it safe to discharge patients with tracheostomy from the ICU to the ward? B. C. Civanto, J. L. Lopez, A. Robles, J. Figueira, S. Yus, A. Garcia P230 - The application of tracheostomy in children in ICU A. Oglinda, G. Ciobanu, C. Oglinda, L. Schirca, T. Sertinean, V. Lupu P231 - The impact of passive humidifiers on aerosol drug delivery during mechanical ventilation P. Kelly, A. O’Sullivan, L. Sweeney, R. MacLoughlin P232 - Evaluation of vibrating mesh and jet nebuliser performance at two different attachment setups in line with a humidifier nebuliser system A. O’Sullivan, P. Kelly, L. Sweeney, E. Mukeria, M. Wolny , R. MacLoughlin P233 - Psv-niv versus cpap in the treatment of acute cardiogenic pulmonary edema A. Pagano, F. Numis, G. Vison, L. Saldamarco, T. Russo, G. Porta, F. Paladino P234 - Noninvasive ventilation in patients with haematologic malignancy: a retrospective review C. Bell, J. Liu, J. Debacker, C. Lee, E. Tamberg, V. Campbell, S. Mehta P235 - Use of non-invasive ventilation in infectious diseases besides classical indications A. Silva-Pinto, A. Sarmento, L. Santos P236 - The impact of fragility on noninvasive mechanical ventilation application and results in the ICU Ý. Kara, F. Yýldýrým, A. Zerman, Z. Güllü, N. Boyacý, B. Basarýk Aydogan, Ü. Gaygýsýz, K. Gönderen, G. Arýk, M. Turkoglu, M. Aydogdu, G. Aygencel, Z. Ülger, G. Gursel P237 - Effects of metabolic alkalosis on noninvasive ventilation success and ICU outcome in patients with hypercapnic respiratory failure N. Boyacý, Z. Isýkdogan, Ö. Özdedeoglu, Z. Güllü, M. Badoglu, U. Gaygýsýz, M. Aydogdu, G. Gursel P238 - Asynchrony index and breathing patterns of acute exacerbation copd patients assisted with noninvasive pressure support ventilation and neurally adjusted ventilatory assist N. Kongpolprom, C. Sittipunt P239 - High frequency jet ventilation for severe acute hypoxemia A. Eden, Y. Kokhanovsky, S. Bursztein – De Myttenaere, R. Pizov P240 - HFOV revisited: a 7 year retrospective analysis of patients receiving HFOV who met oscillate trial entry criteria L. Neilans, N. MacIntyre P241 - Implementation of a goal-directed mechanical ventilation order set driven by respiratory therapists can improve compliance with best practices for mechanical ventilation M. Radosevich, B. Wanta, V. Weber, T. Meyer, N. Smischney, D. Brown, D. Diedrich P242 - A reduction in tidal volumes for ventilated patients on ICU calculated from IBW. can it minimise mortality in comparison to traditional strategies? A . Fuller, P. McLindon, K. Sim P243 - Predictive value of lung aeration scoring using lung ultrasound in weaning failure M. Shoaeir, K. Noeam, A. Mahrous, R. Matsa, A. Ali P244 - Conventional versus automated weaning from mechanical ventilation using SmartCare™ C. Dridi, S. Koubaji, S. Kamoun, F. Haddad, A. Ben Souissi, B. Laribi, A. Riahi, M. S. Mebazaa P245 - Ultrasonographic evaluation protocol for weaning from mechanichal ventilation A. Pérez-Calatayud, R. Carrillo-Esper, A. Zepeda-Mendoza, M. Diaz-Carrillo, E. Arch-Tirado P246 - Diaphragm ultrasonography: a method for weaning patients from mechanical ventilation S. Carbognin, L. Pelacani, F. Zannoni, A. Agnoli, G. Gagliardi P247 - Dorsal diaphragmatic excursion tracks transpulmonary pressure in ventilated ARDS patients: a potential non-invasive indicator of lung recruitment? R. Cho, A. Adams , S. Lunos, S. Ambur, R. Shapiro, M. Prekker P248 - Pulse oximetry in the icu patient: is the perfusion index of any value? M. Thijssen, L. Janssen, N. Foudraine P249 - Ventilation is a better assessment of respiratory status than EtCO2 C. J. Voscopoulos, J. Freeman P250 - Evaluation of the relationship between non-invasive minute ventilation and end-tidal CO2 in patients undergoing general vs spinal anesthesia C. J. Voscopoulos, J. Freeman, E. George P251 - Respiratory volume monitoring provides early warning of respiratory depression and can be used to reduce false alarms in non-intubated patients C. J. Voscopoulos, D. Eversole, J. Freeman, E. George P252 - P/i index: a predictive edi-derived weaning index during nava S. Muttini, R. Bigi, G. Villani, N. 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Zakynthinos P269 - Cell counts in endobronchial aspirate to assess airway inflammation in ARDS patients: a pilot study S. Spadaro, I. Kozhevnikova, F. Dalla Corte, S. Grasso, P. Casolari, G. Caramori, C. Volta P270 - Epidemiological and clinical profile of patients with acute respiratory distress syndrome in the surgical intensive care unit surgical, hospital JRA, Antananarivo T. Andrianjafiarinoa, T. Randriamandrato, T. Rajaonera P271 - Effect of high PEEP after recruitment maneuver on right ventricular function in ARDS. Is it good for the lung and for the heart? S. El-Dash, ELV Costa, MR Tucci, F Leleu, L Kontar, B. De Cagny, F. Brazier, D. Titeca, G. Bacari-Risal, J. Maizel, M. Amato, M. Slama P272 - Effect of recruitment maneuver on left ventricular systolic strain P. Mercado, J. Maizel, L. Kontar, D. Titeca, F. Brazier, A. Riviere, M. Joris, T. Soupison, B. De Cagny, S. El Dash, M. Slama P273 - Inhaled nitric oxide – is switching supplier cost effective? Remmington, A. Fischer, S. Squire, M. Boichat P274 - Epidemiological study of severe acute pancreatitis in Japan, comparison of the etiology and the patient outcomes on 1159 patients. H. Honzawa, H. Yasuda, T. Adati, S. Suzaki, M. Horibe, M. Sasaki, M. Sanui P275 - Extracorporeal liver support therapy. Experience in an intensive care unit R. Marinho, J. Daniel, H. Miranda, A. Marinho P276 - Accuracy of mortality prediction models in acute versus acute-on-chronic liver failure in the intensive care setting K. Milinis, M. Cooper, G. R. Williams, E. McCarron, S. Simants, I. Patanwala, I. Welters P277 - Risk of coronary artery disease in patients with chronic liver disease: a population based cohort study Y. Su P278 - 20 years of liver transplantation in Santiago de Compostela (Spain). Experience review J. Fernández Villanueva, R. Fernández Garda, A. López Lago, E. Rodríguez Ruíz, R. Hernández Vaquero, S. Tomé Martínez de Rituerto, E. Varo Pérez P279 - Diarrhea is a risk factor for liver injury and may lead to intestinal failure associated liver disease in critical illness N. Lefel, F. Schaap, D. Bergmans, S. Olde Damink, M. Van de Poll P280 - Bowel care on the intensive care unit: constipation guideline compliance and complications K. Tizard, C. Lister, L. Poole P281 - Malnutrition assessed by phase angle determines outcomes in low risk cardiac surgery patients D. Ringaitiene, D. Gineityte, V. Vicka, I. Norkiene, J. Sipylaite P282 - Preoperative fasting times in an irish hospital A. O’Loughlin, V. Maraj, J. Dowling P283 - Costs and final outcome of early x delayed feeding in a private Brazil ICU M. B. Velasco, D. M. Dalcomune, E. B. Dias, S. L. Fernandes P284 - Can ventilator derived energy expenditure measurements replace indirect calorimetry? T. Oshima, S. Graf, C. Heidegger, L. Genton, V. Karsegard, Y. Dupertuis, C. Pichard P285 - Revisiting the refeeding syndrome: results of a systematic review N. Friedli, Z. Stanga, B. Mueller, P. Schuetz P286 - Compliance with the new protocol for parenteral nutrition in our ICU L. Vandersteen, B. Stessel, S. Evers, A. Van Assche, L. Jamaer, J. Dubois P287 - Nutrition may be another treatment in the intensive care unit where less is more? R. Marinho, H. Castro, J. Moura, J. Valente, P. Martins, P. Casteloes, C. Magalhaes, S. Cabral, M. Santos, B. Oliveira, A. Salgueiro, A. Marinho P288 - Should we provide more protein to critically ill patients? R. Marinho, M. Santos, E. Lafuente, H. Castro, S. Cabral, J. Moura, P. Martins, B. Oliveira, A. Salgueiro, S. Duarte, S. Castro, M. Melo, P. Casteloes, A. Marinho P289 Protein provision in an adult intensive care unit S. Gray P290 - Prevalence and clinical outcomes of vitamin d deficiency in the medical critically ill patients in Songklanagarind hospital K. Maipang, R. Bhurayanontachai P291 - Vitamin d deficiency strongly predicts adverse medical outcome across different medical inpatient populations: results from a prospective study L. G. Grädel, P. Schütz P292 - Omega-3 fatty acids in patients undergoing cardiac surgery: a systematic review and meta-analysis P. Langlois, W. Manzanares P293 - Can 5-hydroxytriptophan prevent post-traumatic stress disorder in critically ill patients? R. Tincu, C. Cobilinschi, D. Tomescu, Z. Ghiorghiu, R. Macovei P294 - Parenteral selenium in the critically ill: an updated systematic review and meta-analysis W. Manzanares, P. Langlois, M. Lemieux, G. Elke, F. Bloos, K. Reinhart, D. Heyland P295 - Probiotics in the critically ill: an updated systematic review and meta-analysis P. Langlois, M. Lemieux, I. Aramendi, D. Heyland, W. Manzanares P296 - Diabetes with hyperglycemic crisis episodes may be associated with higher risk of pancreatic cancer: a population-based cohort study Y. 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Dean, A. Stilwell, G. Friedlaender P308 Dispatcher-assisted telephone cardiopulmonary resuscitation using a French-language compression-ventilation pediatric protocol M. Peters, S. Stipulante, A. Delfosse, AF Donneau, A. Ghuysen P309 Dantrolene versus amiodarone for resuscitation – an experimental study C. Feldmann, D. Freitag, W. Dersch, M. Irqsusi, D. Eschbach, T. Steinfeldt, H. Wulf, T. Wiesmann P310 Long term survival and functional neurological outcome in comatose survivors undergoing therapeutic hypothermia N. Kongpolprom, J. Cholkraisuwat P311 Impact of kidney disease on mortality and neurological outcome in out-of-hospital cardiac arrest: a prospective observational study S. Beitland , E. Nakstad, H. Stær-Jensen , T. Drægni , G. Andersen , D. Jacobsen , C. Brunborg, B. Waldum-Grevbo , K. Sunde P312 ICU dependency of patients admitted after primary percutaneous coronary intervention (PPCI) following out of the hospital cardiac arrest K. Hoyland, D. 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Perkins P335 Timing of endovascular and surgical treatment for aneurysmal subarachnoid haemorrhage: early but not so fast. J. Rubio, J. A. Rubio, R. Sierra P336 Red blood cell transfusion in aneurysmal subarachnoid hemorrhage – the Sahara cohort study S. English, M. Chasse, A. Turgeon, F. Lauzier, D. Griesdale, A. Garland, D. Fergusson, R. Zarychanski, A. Tinmouth, C. Van Walraven, K. Montroy, J. Ziegler, R. Dupont Chouinard, R. Carignan, A. Dhaliwal, C. Lum, J. Sinclair, G. Pagliarello, L. McIntyre P337 - Aneurysmal subarachnoid hemorrhage and anemia: a canadian multi-centre retrospective cohort study S. English, M. Chasse, A. Turgeon, F. Lauzier, D. Griesdale, A. Garland, D. Fergusson, R. Zarychanski, A. Tinmouth, C. Van Walraven, K. Montroy, J. Ziegler, R. Dupont Chouinard, R. Carignan, A. Dhaliwal, C. Lum, J. Sinclair, G. Pagliarello, L. 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Suchomel P343 - Evaluation of levetiracetam pharmacokinetics after severe traumatic brain injury in neurocritical care patients at a level one trauma center N. Ebert, J. Jancik, H. Rhodes P344 - Model based time series cluster analysis to determine unique patient states in traumatic brain injury T. Bylinski, C. Hawthorne, M. Shaw, I. Piper, J. Kinsella P345 - Brain compartment monitoring capabilities from ICP to BI (bioimpedance) during HS (hypertonic saline) administration. State of art simulation outcome depending on brain swelling type A. K. Kink , I. R. Rätsep P346 - Transfusion of red blood cells in patients with traumatic brain injury admitted to Canadian trauma health centers: a multicenter cohort study A. Boutin, L. Moore, M. Chasse, R. Zarychanski, F. Lauzier, S. English, L. McIntyre, J. Lacroix, D. Griesdale, P. Lessard-Bonaventure, A. F. 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Schuetz P351 - Developing an innovative emergency medicine point-of-care simulation programme T. Brown, J. Collinson, C. Pritchett, T. Slade P352 - The InSim program: an in situ simulation program for junior trainees in intensive care M. Le Guen, S. Hellings, R. Ramsaran P353 - Impact of excessive and inappropriate troponin testing in the emergency setting how good are we A. Alsheikhly P354 - The development of time tracking monitor at emergency department T. Abe P355 - Role of focussed echocardiography in emergency assessment of syncope L. Kanapeckaite, M. Abu-Habsa, R. Bahl P356 - Insertion of an open-ended 14-gauge catheter through the chest wall causes a significant pneumothorax in a self-ventilating swine model M. Q Russell, K. J. Real, M. Abu-Habsa , R. M. Lyon, N. P. Oveland P357 - Ez-io® intraosseous access teaching in the workplace using a mobile ‘tea trolley’ training method J. Penketh, M. Mcdonald, F. 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Leclerc P364 - A comparison of mortality scores in burns patients on the intensive care unit. O. Howarth, K. Davenport, P. Jeanrenaud, S. Raftery P365 - Clasification of pain and its treatment and an intensive care rehabiliation clinic P. MacTavish, H. Devine, J. McPeake, M. Daniel, J. Kinsella, T. Quasim P366 - Pain management adequacy in critical care areas ,the process and the barriers perceived by critical care nurses S. Alrabiee, A. Alrashid , S. Alsolamy P367 - Pain assessment in critically ill adult patients: validation of the Turkish version of the critical-care pain observation tool O. Gundogan, C. Bor, E. Akýn Korhan, K. Demirag , M. Uyar P368 - An audit of pain and sedation assessments in the intensive care unit: recommendations for clinical practice F. Frame, C. Ashton, L. Bergstrom Niska P369 - Impact of pharmaceutical care on treatment of pain and agitation in medical intensive care unit P. Dilokpattanamongkol, T. Suansanae, C. Suthisisang, S. Morakul, C. 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Bielka P377 - Hemodynamic effects of dexmedetomidine in a porcine model of septic shock Z. Aidoni, V. Grosomanidis, K. Kotzampassi, G. Stavrou, B. Fyntanidou, S. Patsatzakis, C. Skourtis P378 - Ketamine for analgosedation in severe hypoxic respiratory failure S. D. Lee, K. Williams, I. D. Weltes P379 - Madness from the moon? lunar cycle and the incidence of delirium on the intensive care unit S. Berhane, C. Arrowsmith, C. Peters, S. Robert P380 - Impaired dynamic cerebral autoregulation after coronary artery bypass grafting and association with postoperative delirium J. Caldas, R. B. Panerai, T. G. Robinson, L. Camara, G. Ferreira, E. Borg-Seng-Shu, M. De Lima Oliveira, N. C. Mian, L. Santos, R. Nogueira, S. P. Zeferino, M. Jacobsen Teixeira, F. Galas, L. A. Hajjar P381 - Risk factors predicting prolonged intensive care unit length of stay after major elective surgery. P. Killeen, M. McPhail, W. Bernal, J. Maggs, J. Wendon, T. Hughes P382 - Systemic inflammatory response syndrome criteria and hospital mortality prediction in a brazilian cohort of critically ill patients L. U. Taniguchi, E. M. Siqueira, J. M. Vieira Jr, L. C. Azevedo P383 - Evaluating the efficacy of a risk predictor panel in identifying patients at elevated risk of morbidity following emergency admission A. N. Ahmad, M. Abu-Habsa, R. Bahl, E. Helme, S. Hadfield, R. Loveridge P384 - A retrospective comparison of outcomes for elective surgical patients admitted post-operatively to the critical care unit or general ward J. Shak, C. Senver, R. Howard-Griffin P385 - Effect of obesity on mortality in surgical critically ill patients. P. Wacharasint, P. Fuengfoo, N. Sukcharoen, R. Rangsin P386 - The national early warning score (news) reliably improves adverse clinical outcome prediction in community-acquired pneumonia - results from a 6 year follow-up D. Sbiti-Rohr, P. 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Muraray Govind, N. Brahmananda Reddy, R. Pratheema, E. D. Arul, J. Devachandran P409 - Mortality and outcomes in elderly patients 80 years of age or older admitted to the icu M. B. Velasco , D. M. Dalcomune P410 - Octagenerians in medical icu - adding days to life or life to days? R. Knafelj, M. Fister P411 - The very elderly admitted to intensive care unit: outcomes and economic evaluation N. Chin-Yee, G. D’Egidio, K. Thavorn, D. Heyland, K. Kyeremanteng P412 - The very elderly in intensive care: relationship between acuity of illness and long-term mortality A. G. Murchison, K. Swalwell, J. Mandeville, D. Stott P413 - Acquired weakness in an oncological intensive care unit I. Guerreiro P414 - Musculoskeletal problems in intensive care unit (ICU) patients post-discharge H. Devine, P. MacTavish, J. McPeake, T. Quasim, J. Kinsella, M. Daniel P415 - Premorbid obesity, but not nutrition, prevents critical illness-induced muscle wasting and weakness C. Goossens M. B. Marques, S. Derde, S. Vander Perre, T. Dufour, S. E. Thiessen, F. Güiza, T. Janssens, G. Hermans, I. Vanhorebeek, K. De Bock, G. Van den Berghe, L. Langouche P416 - Physical outcome measures for critical care patients following intensive care unit (icu) discharge H. Devine, P. MacTavish, T. Quasim, J. Kinsella, M. Daniel, J. McPeake P417 - Improving active mobilisation in a general intensive care unit B. Miles , S. Madden, H. Devine P418 - Mobilization in patients on vasoactive drugs use – a pilot study. M. Weiler, P. Marques, C. Rodrigues, M. Boeira, K. Brenner, C. Leães, A. Machado, R. Townsend, J. Andrade P419 - Pharmacy intervention at an intensive care rehabilitation clinic P. MacTavish, J. McPeake, H. Devine, J. Kinsella, M. Daniel, R. Kishore, C. Fenlon, T. Quasim P420 - Interactive gaming is feasible and potentially increases icu patients’ motivation to be engaged in rehabilitation programs T. Fiks, A. Ruijter, M. Te Raa, P. Spronk P421 - Simulation-based design of a robust stopping rule to ensure patient safety Y. S. Chiew, P. Docherty, J. Dickson, E. Moltchanova, C. Scarrot, C. Pretty, G. M. Shaw, J. G. Chase P422 - Are daily blood tests on the intensive care unit necessary? T. Hall, W. C. Ngu, J. M. Jack, P. Morgan P423 - Measuring urine output in ward patients: is it helpful? B. Avard, A. Pavli, X. Gee P424 - The incidence of pressure ulcers in an adult mixed intensive care unit in turkey C . Bor, E. Akin Korhan, K. Demirag, M. Uyar P425 - Intensivist/patient ratios in closed ICUs in Alexandria, Egypt; an overview M. Shirazy, A. Fayed P426 - Eicu (electronic intensive care unit): impact on ALOS (average length of stay) in a developing country like India S. Gupta, A. Kaushal, S. Dewan, A. Varma P427 - Predicting deterioration in general ward using early deterioration indicator E. Ghosh, L. Yang, L. Eshelman, B. Lord, E. Carlson P428 - High impact enhanced critical care outreach - the imobile service: making a difference E. Helme, R. Broderick, S. Hadfield, R. Loveridge P429 - Impact of bed availability and cognitive load on intensive care unit (ICU) bed allocation: a vignette-based trial J. Ramos, D. Forte P430 - Characteristics of critically ill patients admitted through the emergency department F. Yang, P. Hou P431 - Admission to critical care: the quantification of functional reserve J. Dudziak, J. Feeney, K. Wilkinson, K. Bauchmuller, K. Shuker, M. Faulds, A. Raithatha, D. Bryden, L. England, N. Bolton, A. Tridente P432 - Admission to critical care: the importance of frailty K. Bauchmuller, K Shuker, A Tridente, M Faulds, A Matheson, J. Gaynor, D Bryden, S South Yorkshire Hospitals Research Collaboration P433 - Development of an instrument to aid triage decisions for intensive care unit admission J. Ramos, B. Peroni, R. Daglius-Dias, L. Miranda, C. Cohen, C. Carvalho, I . Velasco, D. Forte P434 - Using selective serotonin re-uptake inhibitors and serotonin-norepinephrine re-uptake inhibitors in critical care: a systematic review of the evidence for benefit or harm J. M. Kelly, A. Neill, G. Rubenfeld, N. Masson, A. Min P435 - Measuring adaptive coping of hospitalized patients with a severe medical condition:the sickness insight in coping questionnaire (sicq) E. Boezeman, J. Hofhuis , A. Hovingh, R. De Vries, P. Spronk P436 - Results of a national survey regarding intensive care medicine training G. Cabral-Campello, I. Aragão, T. Cardoso P437 - Work engagement among healthcare professionals in the intensive care unit M. Van Mol, M. Nijkamp, E . Kompanje P438 - Empowering the intensive care practitioners. is it a burnout ameliorating intervention? P. Ostrowski, A. Omar P439 - Icu patients suffer from circadian rhythm desynchronisation K. Kiss , B. Köves, V. Csernus, Z. Molnár P440 - Noise reduction in the ICU: feasible ? Y. Hoydonckx, S. Vanwing, B. Stessel, A. Van Assche, L. Jamaer, J. Dubois P441 - Accidental removal of invasive devices in the critical patient into the bed-washing. does the presence of professional nurse modify his incidence? V. Medo, R. Galvez, J. P. Miranda P442 - Deprivation of liberty safeguards (dols): audit of compliance in a of a 16-bed specialist cancer critical care unit. C. Stone, T. Wigmore P443 - Use of a modified cristal score to predict futility of critical care in the elderly Y. Arunan, A. Wheeler, K. Bauchmuller, D. Bryden P444 - Improvement of Referral Rate to Palliative Care for Patients with Poor Prognosis in Neurosurgical Intensive Care Unit Y. Wong, C. Poi, C. Gu P445 - Factors associated with limitation of life supporting care (lsc) in a medico-surgical intermediate care unit, and outcome of patients with lsc limitation: a monocentric, six-month study. P. Molmy, N. Van Grunderbeeck, O. Nigeon, M. Lemyze, D. Thevenin, J. Mallat P446 - Palliative care consultation and intensive care unit admission request: a cohort study J. Ramos, M. Correa, R. T. Carvalho, D. Forte P447 - Nursing and medicine together in postsurgical intensive care unit: situations of prognostic conflict at the end of life. our critical care nurses suffer with our medical activism? A. Fernandez, C. McBride P448 - End of life who may decide E. Koonthalloor, C. Walsh P449 - Correctly diagnosing death A. Webber, M. Ashe, K. Smith, P. Jeanrenaud P450 - Skin procurement performed by intensive care physicians: yes, we can. A. Marudi , S. Baroni, F. Ragusa, E. Bertellini P451 - Death analysis in pediatric intensive care patients E. A. Volakli , E. Chochliourou, M. Dimitriadou, A. Violaki, P. Mantzafleri, E. Samkinidou, O. Vrani, A. Arbouti, T. Varsami, M. Sdougka P452 - The potential impact of euthanasia on organ donation: analysis of data from belgium J. A. Bollen, T. C. Van Smaalen, W. C. De Jongh, M. M. Ten Hoopen, D. Ysebaert, L. W. Van Heurn, W. N. Van Mook P453 - Communication within an intensive care setting K. Sim, A. Fuller P454 - Development and implementation of a longitudinal communication curriculum for critical care medicine fellows A. Roze des Ordons, P. Couillard, C. Doig P455 - Staff-family conflict in a multi-ethnic intensive care unit R. V. Van Keer, R. D. Deschepper, A. F. Francke, L. H. Huyghens, J. B. Bilsen P456 - Does the source of admission to critical care affect family satisfaction? B. Nyamaizi, C. Dalrymple, A. Molokhia, A. Dobru P457 - A simple alternative to the family satisfaction survey (fs-icu) E. Marrinan, A. Ankuli, A. Molokhia P458 - A study to explore the experiences of patient and family volunteers in a critical care environment: a phenomenological analysis J. McPeake, R. Struthers, R. Crawford , H. Devine , P. Mactavish , T. Quasim P459 - Prevalence and risk factors of anxiety and depression in relatives of burn patients. P. Morelli, M. Degiovanangelo, F. Lemos, V. MArtinez, F. Verga, J. Cabrera, G. Burghi P460 - Guidance of visiting children at an adult intensive care unit (icu) A. Rutten , S. Van Ieperen, S. De Geer, M. Van Vugt, E. Der Kinderen P461 - Visiting policies in Italian pediatric ICUs: an update A. Giannini, G Miccinesi, T Marchesi, E Prandi

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