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Deep learning applications in pulmonary medical imaging: recent updates and insights on COVID-19

Hanan Farhat, George E. Sakr, Rima Kilany
2020 Machine Vision and Applications  
Yet, coronavirus can be the real trigger to open the route for fast integration of DL in hospitals and medical centers.  ...  Likewise, deep learning applications (DL) on pulmonary medical images emerged to achieve remarkable advances leading to promising clinical trials.  ...  Multi-organ, cardio-thoracic Zhang et al.  ... 
doi:10.1007/s00138-020-01101-5 pmid:32834523 pmcid:PMC7386599 fatcat:tkkylrptc5hkpoj52hjs3kuttu

2020 Index IEEE Journal of Biomedical and Health Informatics Vol. 24

2020 IEEE journal of biomedical and health informatics  
., A Globalized Model for Mapping Wearable Seismocardiogram Signals to Whole-Body Ballistocardiogram Signals Based on Deep Learning; JBHI May 2020 1296-1309 Herskovic, V., see Saint-Pierre, C., JBHI Jan  ...  Ren, Y., +, JBHI Sept. 2020 2516-2522 MFB-CBRNN: A Hybrid Network for MI Detection Using 12-Lead ECGs. MR-Forest: A Deep Decision Framework for False Positive Reduction in Pulmonary Nodule Detection.  ...  Forest: A Deep Decision Framework for False Positive Reduction in Pulmonary Nodule Detection.  ... 
doi:10.1109/jbhi.2020.3048808 fatcat:iifrkwtzazdmboabdqii7x5ukm

2020 Index IEEE Transactions on Biomedical Engineering Vol. 67

2020 IEEE Transactions on Biomedical Engineering  
2646-2658 Nguyen, K., see Abiri, P., TBME Dec. 2020 3307-3316 Nie, D., Trullo, R., Lian, J., Wang, L., Petitjean, C., Ruan, S., Wang, Q., and Shen, D., Corrections to "Medical Image Synthesis With Deep  ...  ., A Time-Frequency Approach for Cerebral Embolic Load Monitoring; TBME April 2020 1007-1018 Imaduddin, S.M., Fanelli, A., Vonberg, F.W., Tasker, R.C., and Heldt, T., Pseudo-Bayesian Model-Based Noninvasive  ...  ., +, TBME March 2020 854-867 A Deep Learning Framework for Single-Sided Sound Speed Inversion in Medical Ultrasound.  ... 
doi:10.1109/tbme.2020.3048339 fatcat:y7zxxew27fgerapsnrhh54tm7y

The 48th Congress of the European Society for Surgical Research, May 29 – June 1, 2013, Istanbul, Turkey

2013 European Surgical Research  
These numbers for IUM were 2.2%, 1.7%, 3.3%, 6.9%, 7% and LS the preference percentages were 0%, 0%, 0%, 0%, 7% respectively.  ...  PP 101 Is It Safe To Fully Adopt Laparoscopic Approach for the Treatment of Appendicitis? Comparison of Laparoscopic and Open Appendectomy in a University Hospital.  ...  Currently, RGS appears to aid in maneuvers on narrow-space deep surgical sites for improved surgical safety.  ... 
doi:10.1159/000351978 pmid:23736377 fatcat:kqe2oyz7fbg5piu5bk6z7zppg4

A Review on Deep-Learning Algorithms for Fetal Ultrasound-Image Analysis [article]

Maria Chiara Fiorentino and Francesca Pia Villani and Mariachiara Di Cosmo and Emanuele Frontoni and Sara Moccia
2022 arXiv   pre-print
Deep-learning (DL) algorithms are becoming the standard for processing ultrasound (US) fetal images.  ...  For each category, main limitations and open issues are presented. Summary tables are included to facilitate the comparison among the different approaches.  ...  Additionally, cardio-thoracic ratio (CTR) and cardiac axis biometrics are measured for diagnosing CHD.  ... 
arXiv:2201.12260v1 fatcat:hewsv3i3vfbzjjt3sakunb2g2a

Abstracts: Suppl. 1 to Vol. 13 (August 15, 2011)

2011 Interactive Cardiovascular and Thoracic Surgery  
Cox regression analysis was used to estimate the hazard ratio for possible prognostic factors.  ...  TAP flap was used four times for thoracic wall reconstruction and in 18 cases for reinforcement of the mediastinal structures.  ...  Multiple pressure measurements were recorded in the last hour before chest tube removal and averaged for the analysis.  ... 
doi:10.1510/icvts.2011.0000s6 fatcat:tutytnrbejgj3izf3636ctzcwm

Living with incurable oesophageal cancer. A phenomenological hermeneutical interpretation of patient stories

Malene Missel, Regner Birkelund
2011 European Journal of Oncology Nursing  
Methods: We used Epithor, the French national thoracic database, which currently catalogues more than 200,000 procedures.  ...  Results: During the study period, no significant difference was observed in terms of 30-day mortality, not only for the day of the week or the period of vacations but also for the season (p=0.10, p=0.30  ...  Methods: A survey was conducted among Dutch cardio-thoracic surgeons/lung surgeons, pulmonologists and radiation oncologists.  ... 
doi:10.1016/j.ejon.2010.10.006 pmid:21111678 fatcat:25li3bcqgnaktpvsvd3e65lk7m

Expert Consensus Document on the Treatment of Descending Thoracic Aortic Disease Using Endovascular Stent-Grafts⁎⁎Expert Consensus Document on the Treatment of Descending Thoracic Aortic Disease Using Endovascular Stent-Grafts has been supported by Unrestricted Educational Grants from Cook, Inc and Medtronic, Inc

Lars G. Svensson, Nicholas T. Kouchoukos, D. Craig Miller, Joseph E. Bavaria, Joseph S. Coselli, Michael A. Curi, Holger Eggebrecht, John A. Elefteriades, Raimund Erbel, Thomas G. Gleason, Bruce W. Lytle, R. Scott Mitchell (+8 others)
2008 Annals of Thoracic Surgery  
(This article was published in Ann Thorac Surg, 81, Davies RR et al, Novel measurement of relative aortic size predicts rupture of thoracic aortic aneurysms, 169 -77, Copyright (2006), with permission  ...  For the thoracic aorta, these diseases are increasingly treated by stent-grafting.  ...  The authors thank Tess Parry for compiling and arranging this document, and Cook, Inc and Medtronic, Inc for support for publication.  ... 
doi:10.1016/j.athoracsur.2007.10.099 pmid:18083364 fatcat:l3khjbhwxreujm5gsdb3yfftky

The surgeon and the musician☆

Pascal R. Vouhé
2011 European Journal of Cardio-Thoracic Surgery  
Both researchers 1,3 and systematic reviewers 2 have called for a large RCT to address the uncertainty.  ...  November EACTS Postgraduate Leadership Course for Cardio-Vascular and Thoracic Surgeons Windsor, United Kingdom For information, contact: EACTS Executive Secretariat 3 Park Street, Windsor, Berkshire  ...  The New European School for Cardio-Thoracic Surgery Dr Bernard Prendergast, Consultant Cardiologist, Oxford, UK T he recently published European Society of Cardiology (ESC) guidelines on the prevention  ... 
doi:10.1016/j.ejcts.2010.11.046 pmid:21163668 fatcat:fmw7igaahfho7e36ubc2y4fbgy

Abstracts for EuroSpine 2010 Annual Meeting, September 15–17, 2010, Wien, Austria

2010 European spine journal  
Outcome measures: Measures that were common to the trials and could thus be compared included the neck disability index (NDI), reoperation rate, neurological success rate, and composite success rate.  ...  Outcomes measures that were reported in the same or similar fashion across studies were compared.  ...  Outcome measures: Thoracic dimensions, cardio respiratory func- tion and histology specimens were analyzed. Methods: 16 pre-pubertal NZW female rabbits, aged 4-5 weeks, were used.  ... 
doi:10.1007/s00586-010-1522-7 pmid:20665222 fatcat:3s7dazrnhff4par2xduzdcs7ry

Abstracts of the 27th Congress of the World Society of Cardiovascular and Thoracic Surgeons (WSCTS)

2017 Journal of Cardiothoracic Surgery  
We check for stroke and cranial tomography. Results: The mean age was 65 years, with 75% males, mean CPB time was 63 minutes and mean extubation time was 9.54 hours.  ...  Indications for a one and a half ventricle repair were the following: Cardio-Thoracic Ratio-64±7,6;Oxygen saturation-84±11%; RV EDV -38±6,5ml; RV ejection fraction -48±5,4%; LV ejection fraction -59±8,1%  ...  A ratio was created "new sepsis cases/CVC implanted" and this ratio was created of each month. A time series analysis was done on the trend of this ratio though a Joinpoint regression analysis.  ... 
doi:10.1186/s13019-017-0662-9 fatcat:sym5vpmkzzcurc53ic5ro6crtq

Abstracts Of The 16 Th International Conference On Electrical Bio-Impedance And 17 Th International Conference On Electrical Impedance Tomography [article]

Stig Ollmar, Farhad Abtahi, Björn-Erik Erlandsson, Birgitta Janerot-Sjöberg, Kaj Lindecrantz, Mannan Mridha, Ingrid Nicander, Fernand Seoane, Heikki Teriö
2016 Zenodo  
PA ratio of all patients differ as expected from healthy controls except for patient 4. coNclusIoN EBI might have the potential to detect thoracic trauma.  ...  Thus, R, X and PA ratios between right and left sides were considered. By the time being 12 healthy controls and 5 thoracic trauma patients were measured by the same researcher.  ...  INtroDuctIoN Finite element (FE) models are used to reconstruct electrical impedance tomography (EIT) images from boundary voltage measurements.  ... 
doi:10.5281/zenodo.55753 fatcat:fh3blon7kfhonbepjfllnwqjbq

50th Annual Meeting of the Association for European Paediatric and Congenital Cardiology, Rome, Italy, June 1–4, 2016

2016 Cardiology in the Young  
The measurements in the obstructive PMVs were compared with the predictive values derived from the regression equations. A p-value of < 0.05 was considered statistically significant.  ...  Although the diagnostic utility of Doppler-derived hemodynamic parameters of prosthetic mitral valve (PMV) for detecting prosthetic dysfunction has been demonstrated in adults, interpreting these parameters  ...  and Department of Cardiovascular Surgery (7) , Heart Center, University of Freiburg, Germany Institute of Surgical Pathology (2), Department of Neuroradiology (5) and Experimental Surgery (6), Center for  ... 
doi:10.1017/s1047951116000500 fatcat:zkg3rbpytvabxc5lua3p6qxk5q

Table of Contents

2020 2020 IEEE International Conference on Image Processing (ICIP)  
DEEP REINFORCED REGRESSION FRAMEWORK FOR ...........................................................  ...  VIDEO OBJECT ... 433 CARDIO-THORACIC RATIO MEASUREMENT 3UDQVKX 5DQMDQ 6LQJK 6DLVXEUDPDQLDP *RSDODNULVKQDQ ,QVWLWXWH IRU ,QIRFRPP 5HVHDUFK $67$5 6LQJDSRUH ,YDQ +R 0LHQ ,QVWLWXWH IRU ,QIRFRPP 5HVHDUFK  ...  RECOGNITION $EG (O 5DKPDQ 6KDED\HN 'MDPLOD $RXDGD 8QLYHUVLW\ RI /X[HPERXUJ /X[HPERXUJ .VHQL\D &KHUHQNRYD *OHE *XVHY $UWHF ' /X[HPERXUJ 3D-01.6: DEEP REGRESSION FOREST WITH SOFT- ATTENTION FOR HEAD  ... 
doi:10.1109/icip40778.2020.9191006 fatcat:3fkxl2sjmre2jkryewwo5mlahi

EuroSpine 2005. 7th Annual Meeting of the Spine Society of Europe. September 21-24, 2005, Barcelona, Spain. Abstracts

2005 European spine journal  
Clinical outcome measures were assessed from clinic records, operative records, and phone surveys.  ...  Psychological disturbance was measured preoperatively using the Distress and Risk Assessment Method (DRAM).  ...  Cardio-pulmonary parameters were measured constantly during evaluation allowing for estimation of ventilation threshold.  ... 
doi:10.1007/s00586-005-0997-0 pmid:16170595 pmcid:PMC3639732 fatcat:yq7db2kji5cvhpfsotg2l4slla
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