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LBA: Online Learning-Based Assignment of Patients to Medical Professionals

Hanan Rosemarin, Ariel Rosenfeld, Steven Lapp, Sarit Kraus
2021 Sensors  
In this article, we propose a novel learning-based online optimization approach we term Learning-Based Assignment (LBA), which provides decision makers with a tailored, data-centered decision support algorithm  ...  Central to any medical domain is the challenging patient to medical professional assignment task, aimed at getting the right patient to the right medical professional at the right time.  ...  Second, to cope with the new challenges associated with that setting, we developed a novel MCTS-based approach for training a pair-wise ranking function.  ... 
doi:10.3390/s21093021 pmid:33923098 fatcat:ck24u46lp5enjaqwkepgmpmq2y

Analysis of Web-based learning methods in emergency medicine: randomized controlled trial

Piotr Leszczyński, Joanna Gotlib, Zbigniew Kopański, Arkadiusz Wejnarski, Stanisław Świeżewski, Robert Gałązkowski
2018 Archives of Medical Science  
A b s t r a c t Introduction: In medical education, Web-based learning is increasingly used as a complement to practical classes.  ...  Due to the limitations of the study, we conclude that there is a need for further studies on the effectiveness of e-learning in emergency medicine.  ...  In the literature, we could find evidence for positive intensification of the learning process for medical professionals when using dynamic learning environments, such as non-computer games [24] .  ... 
doi:10.5114/aoms.2015.56422 pmid:29765458 pmcid:PMC5949892 fatcat:cacgrat2bjherlk4cymunr4gky

CSITSS Proceedings 2020

2019 2019 4th International Conference on Computational Systems and Information Technology for Sustainable Solution (CSITSS)  
The data includes personal information of the patient along with the medical and treatment histories. The radiology images and medical information is also contained in the digital form in the EHRs.  ...  Raven Roosting Optimization Policy based Load Balancing Agent (RROP-LBA) RROP-LBA RROP-LBA leader computation subroutine STAGE-2: RROP-LBA: Formation of raven roosting optimization policy (ROP  ...  provide a diverse set of features that allow the parallelized creation and training of Machine learning models and a large set of evaluation metrics that can be used to test the trained model to ascertain  ... 
doi:10.1109/csitss47250.2019.9031039 fatcat:yehi3bfgbva7xm74vp3a3i54pu

Pedagogical Conditions, Methodology and Organization of Training of Performers on Copper Wide-Ranging Instruments

N.I. Anufrieva, Russian State Social University, V.N. Manuilov, Military University, Russian State Social University
2021 Contemporary problems of social work  
a special group of military institute (military conductors) of the Military University, based on the academic method of training in the game on wind instruments, but actively adapted to a specific psychological  ...  The article describes some laws and mechanisms that ensure the possibility of achieving high levels of individual professional development during training in the game on wind instruments of trainees of  ...  The service works on the basis of neural networks that learn to restore details based on data about frequently encountered textures and objects.  ... 
doi:10.17922/2412-5466-2021-7-1-46-53 fatcat:3nfwqdpelnfupmfapxj4wekgbq

Final Program Forty Second Annual Meeting International Neuropsychological Society February 12–15, 2014 Seattle, Washington, USA

2014 Journal of the International Neuropsychological Society  
Results PD-MCI patients also demonstrated significantly lower scores on the performance-based measures of medication and financial management compared to healthy older adults.  ...  Thus, recommendations regarding verbal learning and memory are likely to vary for patients with TBI based on the clinician's choice of using the SRT or the CVLT-II. H. GOGEL & W.D. KILLGORE.  ...  and medication-free.  ... 
doi:10.1017/s1355617714000381 pmid:24666775 fatcat:6bwv7b2wjjez3beb3z5bryms6i

a need to know

William A. Spencer, Larry R. Gettman, H. H. Bridge, Allan J. Ryan
1983 Physician and sportsmedicine  
Room for Improvement: Aspect-Specific Statistical Opinion-Mining of Online Hotel Reviews-FLynd Bacon, LBA/Northwestern University 9:20 a.m.  ...  A Bayesian Approach for Classification Based on Continuous Glucose Monitoring Data of Diabetic Patients-FHui Zheng, Harvard Medical School 11:50 a.m.  ...  Professional Development This year marks the centennial of Statistics of Income (SOI), a principal Federal statistical agency responsible for the statistical policies and programs of the U.S.  ... 
doi:10.1080/00913847.1983.11708423 pmid:27409254 fatcat:7rlbreoerngb3epmighz7l5vr4

Joint CHEST-SGP Congress 2017. Basel, Switzerland, 7-9 June 2017: Abstracts

2017 Respiration  
Thus, practitioners cannot base their decisions on which prognostic score to use on firm evidence.  ...  ADO and updated BODE scores to predict 3-year mortality in patients with COPD.  ...  Conflict of Interest: I declare no conflict of interest. P139 One Lung to Live: A Case of Unilateral Pulmonary Artery Agenesis  ... 
doi:10.1159/000474251 pmid:28558373 fatcat:k7q3e3yiezdrrliqpnxxu4sfzi

International Journal of Medical Students - Year 2013 - Volume 2 - Supplement

Executive Committee of IJMS
2014 International Journal of Medical Students  
Abstracts of the 20th Academic Medical Congress of Piaui, Brazil, COMAPI 2013Abstracts of the 15th International Congress for Medical Students and Young Health Professionals, Romania, Medicalis 2014Abstracts  ...  of the 25th Colombian Student Congress of Medical Research, Armenia, Colombia, CECIM 2014Abstracts of the 6th International Student Medical Congress in Košice, Slovak Republic, ISMCK 2014Abstracts of  ...  We are also grateful to Maria Karpińska for enabling us to work in the Department of Biophysics and Acknowledgement: The study was supported by the grants IGA NT11405-6, GACR 14-37368G, and by the project  ... 
doi:10.5195/ijms.2014.53 fatcat:gmijj74eqfhqlniiiehnptd7dm

Chemical Composition of Medicinal Plants Growing Under Conditions of Anthropogenic Load (On the Example of the Kursk Region)

S.A. Kurbatov, Department of Water Resources of the Moscow-Oka Basin Water Management of the Federal Agency for Water Resources, V.M. Zubkova, Russian State Social University, Russian State Social University
2020 Contemporary problems of social work  
in the conditions of the Kursk region, the analysis of soil samples and plant samples for the content of heavy metals was carried out.  ...  It is established that the soils of the studied areas are classified as having a high level of pollution in terms of their content.  ...  Having, although not professional, but still pedagogical (parental) experience, they realize the importance of a tactful and patient attitude towards children, as well as exactingness.  ... 
doi:10.17922/2412-5466-2020-6-4-89-97 fatcat:74jn3moxsnfe7c3x73vnbsnfb4

Pros and Cons of Endoscopic Surgery [chapter]

Francesca Del Bon, Alberto Paderno, Alberto Schreiber, Nausica Montalto, Cesare Piazza, Piero Nicolai
2016 Critical Issues in Head and Neck Oncology  
Patient advocacy groups, healthcare professionals and European Members of Parliament all engaged in UnitingVoices through online posts and videos.  ...  Participating countries are encouraged to work with local healthcare professionals and medical centres to hold a day of free screening.  ...  In 1893, based on a series of ten cases, William B.  ... 
doi:10.1007/978-3-319-42909-0_7 fatcat:56hvh3zyingmlpyyh75q5hylo4


2006 Alcoholism: Clinical and Experimental Research  
., online July 27, 2005) .  ...  The results showed, first that patients assigned to the brief assessment exposure groups were 2.6 times more likely to be an outpatient alcohol treatment ''no-show'' than their counterparts assigned to  ...  To further elucidate the importance of an ''alcohol history'' in NPY's suppression of ethanol intake, the effect of direct administration of NPY into the ventricles of rats with or without a history of  ... 
doi:10.1111/j.1530-0277.2006.00151.x fatcat:l5e4ip4jjnfnzlbgqby6cdecrm

50. Jahrestagung der Deutschen Gesellschaft für Transfusionsmedizin und Immunhämatologie (DGTI), Köln, 24.-27. Oktober 2017, Abstracts

2017 Transfusion Medicine and Hemotherapy  
The publisher and the editors disclaim responsibility for any injury to persons or property resulting form any ideas, methods, instructions or products referred to in the content or advertisements.  ...  The appearance of advertisements in the journal is not a warranty, endorsement, or approval of the products or services advertised or of their effectiveness, quality or safety.  ...  of health care professionals or insurances.  ... 
doi:10.1159/000481444 fatcat:fmjkya2mzbcbze6qvaa3dxqtxe

Joint Congress DGTI & DGI 2016, 7.-10. September 2016, Nürnberg, Abstracts

2016 Transfusion Medicine and Hemotherapy  
The publisher and the editors disclaim responsibility for any injury to persons or property resulting form any ideas, methods, instructions or products referred to in the content or advertisements.  ...  The appearance of advertisements in the journal is not a warranty, endorsement, or approval of the products or services advertised or of their effectiveness, quality or safety.  ...  Introduction: The quality of plasma for fractionation is of utmost importance.  ... 
doi:10.1159/000448382 fatcat:x74kjvwkqjg63bo67a5w77ltje

Poster presentations

2017 International Journal of Antimicrobial Agents  
On the basis of seven independent predictors of 28-day mortality recognized by the multivariate regression.566 of the 1,487 patients in the Gramnegative group were matched to 566 patients in the Gram-positive  ...  Antimicrobial susceptibility was determined by the disk diffusion method, based on performance standards of the Clinical Laboratory Standard Institute in 2016.  ...  Acknowledgements: This study was supported by the Acknowledgements: This study was supported by the Korea Acknowledgements: This work was supported by grants from the National Natural Science Foundation of  ... 
doi:10.1016/s0924-8579(17)30342-4 fatcat:37t5vj7gwrdvri57w3mquptxzq