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1
Real-world patient trajectory prediction from clinical notes using artificial neural networks and UMLS-based extraction of concepts
Real-world patient trajectory prediction from clinical notes using artificial neural networks and UMLS-based extraction of concepts
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Real-world patient trajectory prediction from clinical notes using artificial neural networks and UMLS-based extraction of concepts

Jamil Zaghir José Fernando Rodrigues Junior; Lorraine Goeuriot; Sihem Amer-Yahia

Journal of Healthcare Informatics Research Cham v. 5, n. 4, p. 474-496, Dec. 2021

Cham 2021

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-3042745 )(Acessar)

2
CPAP adherence assessment via gaussian mixture modeling of telemonitored apnea therapy
CPAP adherence assessment via gaussian mixture modeling of telemonitored apnea therapy
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CPAP adherence assessment via gaussian mixture modeling of telemonitored apnea therapy

José Fernando Rodrigues Junior Sebastien Bailly; Jean-Louis Pepin; Lorraine Goeuriot; Gabriel Spadon; Sihem Amer-Yahia

Applied Sciences Basel v. 12, n. 15, p. 1-17, 2022

Basel 2022

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-3090561 )(Acessar)

3
DermaDL advanced convolutional neural networks for automated melanoma detection
DermaDL advanced convolutional neural networks for automated melanoma detection
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DermaDL advanced convolutional neural networks for automated melanoma detection

José Fernando Rodrigues Junior Bruno Brandoli Machado; Sihem Amer-Yahia; IEEE International Symposium on Computer-Based Medical Systems - CBMS (33. 2020 Rochester, USA)

Proceedings Los Alamitos : IEEE, 2020

Los Alamitos IEEE 2020

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-3004733 )(Acessar)

4
LIG-Doctor efficient patient trajectory prediction using bidirectional minimal gated-recurrent networks
LIG-Doctor efficient patient trajectory prediction using bidirectional minimal gated-recurrent networks
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LIG-Doctor efficient patient trajectory prediction using bidirectional minimal gated-recurrent networks

José Fernando Rodrigues Junior Marco Antonio Gutierrez; Gabriel Spadon; Bruno Brandoli Machado; Sihem Amer-Yahia

Information Sciences New York : Elsevier v. 545, p. 813-827, Feb. 2021

New York 2021

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-3011436 )(Acessar)

5
DermaDL advanced convolutional neural networks for computer-aided skin-lesion classification
DermaDL advanced convolutional neural networks for computer-aided skin-lesion classification
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DermaDL advanced convolutional neural networks for computer-aided skin-lesion classification

Daniel Mário de Lima José Fernando Rodrigues Junior; Bruno Brandoli Machado; Lorraine Goeuriot; Sihem Amer-Yahia

SN Computer Science Heidelberg v. 2, n. 4, p. 1-13, July 2021

Heidelberg 2021

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-3028539 )(Acessar)

6
Database and XML technologies 4th International XML Database Symposium, XSym 2006, Seoul, Korea September 10-11, 2006 : proceedings
Database and XML technologies 4th International XML Database Symposium, XSym 2006, Seoul, Korea September 10-11, 2006 : proceedings
Material Type:
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Database and XML technologies 4th International XML Database Symposium, XSym 2006, Seoul, Korea September 10-11, 2006 : proceedings

International XML Database Symposium (4th 2006 Seoul, Korea) Zohra Bellahsene 1954-; Ela Hunt; Rainer Unland; Jeffrey Xu Yu; Sihem Amer-Yahia

OhioLINK electronic book center (OCoLC)180989150 ; SpringerLink (OCoLC)43927870

Berlin Springer New York c2006

Acesso online. A biblioteca também possui exemplares impressos.

7
Lig-Doctor real-world clinical prognosis using a bi-directional neural network
Lig-Doctor real-world clinical prognosis using a bi-directional neural network
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Lig-Doctor real-world clinical prognosis using a bi-directional neural network

José Fernando Rodrigues Junior Gabriel Spadon; Bruno Brandoli Machado; Sihem Amer-Yahia; IEEE International Symposium on Computer-Based Medical Systems - CBMS (33. 2020 Rochester, USA)

Proceedings Los Alamitos : IEEE, 2020

Los Alamitos IEEE 2020

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-3004737 )(Acessar)

8
Augmentation techniques for sequential clinical data to improve deep learning prediction techniques
Augmentation techniques for sequential clinical data to improve deep learning prediction techniques
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Augmentation techniques for sequential clinical data to improve deep learning prediction techniques

Alexander Ylnner Choquenaira Florez Lucas de Carvalho Scabora; Sihem Amer-Yahia; José Fernando Rodrigues Junior; IEEE International Symposium on Computer-Based Medical Systems - CBMS (33. 2020 Rochester, USA)

Proceedings Los Alamitos : IEEE, 2020

Los Alamitos IEEE 2020

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-3004740 )(Acessar)

9
An extensive investigation of machine learning techniques for sleep apnea screening
An extensive investigation of machine learning techniques for sleep apnea screening
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An extensive investigation of machine learning techniques for sleep apnea screening

José Fernando Rodrigues Junior Jean-Louis Pepin; Lorraine Goeuriot; Sihem Amer-Yahia; ACM International Conference on Information & Knowledge Management - CIKM (29. 2020 Galway, Ireland)

Proceedings New York : ACM, 2020

New York ACM 2020

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-3010364 )(Acessar)

10
DropLeaf a precision farming smartphone tool for real-time quantification of pesticide application coverage
DropLeaf a precision farming smartphone tool for real-time quantification of pesticide application coverage
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DropLeaf a precision farming smartphone tool for real-time quantification of pesticide application coverage

Bruno Brandoli Machado Gabriel Spadon; Travis Esau; Patrick Hennessy; André Carlos Ponce de Leon Ferreira de Carvalho; Sihem Amer-Yahia; José Fernando Rodrigues Junior

Computers and Electronics in Agriculture Kidlington : Elsevier v. 180, p. 1-9, Jan. 2021

Kidlington 2021

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-3014956 )(Acessar)

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