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Literature DB >> 30725133

Neural networks and deep learning: a brief introduction.

Adrian Iustin Georgevici¹, Marius Terblanche².

Abstract

Mesh：

Year: 2019 PMID： 30725133 DOI： 10.1007/s00134-019-05537-w

Source DB: PubMed Journal: Intensive Care Med ISSN： 0342-4642 Impact factor: 17.440

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5 in total

1. A Case Study on Sepsis Using PubMed and Deep Learning for Ontology Learning.

Authors: Mercedes Arguello Casteleiro; Diego Maseda Fernandez; George Demetriou; Warren Read; Maria Jesus Fernandez Prieto; Julio Des Diz; Goran Nenadic; John Keane; Robert Stevens
Journal: Stud Health Technol Inform Date: 2017

Review 2. Deep learning for healthcare: review, opportunities and challenges.

Authors: Riccardo Miotto; Fei Wang; Shuang Wang; Xiaoqian Jiang; Joel T Dudley
Journal: Brief Bioinform Date: 2018-11-27 Impact factor: 11.622

3. Mapping Patient Trajectories using Longitudinal Extraction and Deep Learning in the MIMIC-III Critical Care Database.

Authors: Brett K Beaulieu-Jones; Patryk Orzechowski; Jason H Moore
Journal: Pac Symp Biocomput Date: 2018

4. The Artificial Intelligence Clinician learns optimal treatment strategies for sepsis in intensive care.

Authors: Matthieu Komorowski; Leo A Celi; Omar Badawi; Anthony C Gordon; A Aldo Faisal
Journal: Nat Med Date: 2018-10-22 Impact factor: 53.440

Review 5. Applications of Deep Learning in Biomedicine.

Authors: Polina Mamoshina; Armando Vieira; Evgeny Putin; Alex Zhavoronkov
Journal: Mol Pharm Date: 2016-03-29 Impact factor: 4.939

5 in total

4 in total

1. Machine learning predicts mortality based on analysis of ventilation parameters of critically ill patients: multi-centre validation.

Authors: Behrooz Mamandipoor; Fernando Frutos-Vivar; Oscar Peñuelas; Richard Rezar; Konstantinos Raymondos; Alfonso Muriel; Bin Du; Arnaud W Thille; Fernando Ríos; Marco González; Lorenzo Del-Sorbo; Maria Del Carmen Marín; Bruno Valle Pinheiro; Marco Antonio Soares; Nicolas Nin; Salvatore M Maggiore; Andrew Bersten; Malte Kelm; Raphael Romano Bruno; Pravin Amin; Nahit Cakar; Gee Young Suh; Fekri Abroug; Manuel Jibaja; Dimitros Matamis; Amine Ali Zeggwagh; Yuda Sutherasan; Antonio Anzueto; Bernhard Wernly; Andrés Esteban; Christian Jung; Venet Osmani
Journal: BMC Med Inform Decis Mak Date: 2021-05-07 Impact factor: 2.796