Javier Serrano

Javier Serrano

Universidad Autónoma de Barcelona

H-index: 14

Europe-Spain

About Javier Serrano

Javier Serrano, With an exceptional h-index of 14 and a recent h-index of 11 (since 2020), a distinguished researcher at Universidad Autónoma de Barcelona, specializes in the field of Deep Learning applications to e-Health.

His recent articles reflect a diverse array of research interests and contributions to the field:

Multisite gaming streaming optimization over virtualized 5G environment using Deep Reinforcement Learning techniques

A Guide to Data Collection for Computation and Monitoring of Node Energy Consumption

Improvement in Quality of Life With the Use of a Technological System Among Patients With Chronic Disease Followed Up in Primary Care (TeNDER Project): Protocol for a …

Improving Quality of Life in Chronic Patients: A Pilot Study on the Effectiveness of a Health Recommender System and Its Usability

Design, implementation, and validation of a multi-site gaming streaming service over a 5G-enabled platform

MO463: machine learning-based prediction of mortality and risk factors in patients with chronic kidney disease developed with data from 10000 patients over 11 years

A multi-port hardware energy meter system for data centers and server farms monitoring

Modular architecture providing convergent and ubiquitous intelligent connectivity for networks beyond 2030

Javier Serrano Information

University

Position

___

Citations(all)

849

Citations(since 2020)

519

Cited By

472

hIndex(all)

14

hIndex(since 2020)

11

i10Index(all)

25

i10Index(since 2020)

15

Email

University Profile Page

Universidad Autónoma de Barcelona

Google Scholar

View Google Scholar Profile

Javier Serrano Skills & Research Interests

Deep Learning applications to e-Health

Top articles of Javier Serrano

Title

Journal

Author(s)

Publication Date

Multisite gaming streaming optimization over virtualized 5G environment using Deep Reinforcement Learning techniques

Computer Networks

Alberto del Rio

Javier Serrano

David Jimenez

Luis M Contreras

Federico Alvarez

2024/5/1

A Guide to Data Collection for Computation and Monitoring of Node Energy Consumption

Big Data and Cognitive Computing

Alberto del Rio

Giuseppe Conti

Sandra Castano-Solis

Javier Serrano

David Jimenez

...

2023/7/11

Improvement in Quality of Life With the Use of a Technological System Among Patients With Chronic Disease Followed Up in Primary Care (TeNDER Project): Protocol for a …

JMIR Research Protocols

Cristina María Lozano Hernández

Rodrigo Medina-García

Mª Canto de Hoyos-Alonso

Araceli Garrido-Barral

César Minué Lorenzo

...

2023/7/3

Improving Quality of Life in Chronic Patients: A Pilot Study on the Effectiveness of a Health Recommender System and Its Usability

Applied Sciences

Alberto del Rio

Jennifer Jimenez

Rodrigo Medina-García

Cristina Lozano-Hernández

Federico Alvarez

...

2023/5/9

Design, implementation, and validation of a multi-site gaming streaming service over a 5G-enabled platform

IEEE Transactions on Broadcasting

Javier Serrano

Alberto del Río

Winnie Nakimuli

David Jiménez

Jaime Garcia-Reinoso

...

2022/1/13

MO463: machine learning-based prediction of mortality and risk factors in patients with chronic kidney disease developed with data from 10000 patients over 11 years

Nephrology Dialysis Transplantation

Jose Ibeas

Oscar Galles

Nuria Monill

Edwar Macias

Antoni Morell

...

2022/5

A multi-port hardware energy meter system for data centers and server farms monitoring

Sensors

Giuseppe Conti

David Jimenez

Alberto Del Rio

Sandra Castano-Solis

Javier Serrano

...

2022/12/23

Modular architecture providing convergent and ubiquitous intelligent connectivity for networks beyond 2030

Luis M Contreras

Javier Serrano

Lefteris Mamatas

Giacomo Bernini

Paolo Monti

...

2022

A deep reinforcement learning quality optimization framework for multimedia streaming over 5G networks

Applied Sciences

Alberto del Río

Javier Serrano

David Jimenez

Luis M Contreras

Federico Alvarez

2022/10/14

Transfer Learning Improving Predictive Mortality Models for Patients in End-Stage Renal Disease

Electronics

Edwar Macias

Jose Lopez Vicario

Javier Serrano

Jose Ibeas

Antoni Morell

2022/4/30

Multiple imputation using the average code from autoencoders

Computer Methods and Programs in Biomedicine Update

Edwar Macias

Javier Serrano

Jose Lopez Vicario

Antoni Morell

2022/1/1

A topological and performance metrics approach to the decision making of content delivery networks

Alberto del Rio

Javier Serrano

Alvaro Lopez

Luis M Contreras

David Jimenez

...

2022/8/22

POS-381 DEEP LEARNING-BASED PREDICTION FOR MORTALITY IN PATIENTS WITH CHRONIC KIDNEY DISEASE: A NEW MODEL DEVELOPED WITH DATA FROM 10.000 PATIENTS OVER THE LAST 11 YEARS

Kidney International Reports

O Gallés

N MONILL-RAYA

A Morell

J Serrano

D Rexach

...

2022/2/1

Virtual assistants and intelligent care environments for long-term patients: A Home set scenario.

Rodrigo Medina-García

Cristina María Lozano-Hernández

Juan Mercado Gómez

Jennifer Jiménez Ramos

Špela Glišović Krivec

...

2022/6/29

POS-382 DEEP LEARNING-BASED PREDICTION FOR MORTALITY IN PATIENTS WITH CHRONIC KIDNEY DISEASE: A NEW MODEL DEVELOPED WITH DATA FROM 10.000 PATIENTS OVER THE LAST 11 YEARS

Kidney International Reports

O Gallés

N MONILL-RAYA

E Macias

A Morell

J Serrano

...

2022/2/1

Monitoring of motor function in the rehabilitation room

Jennifer Jiménez

Juan Mercado

Laura Carrasco

Verónica Ruíz

Vassilios Solachidis

...

2022/6/29

Theoretical tuning of the autoencoder bottleneck layer dimension: A mutual information-based algorithm

Guillem Boquet

Edwar Macias

Antoni Morell

Javier Serrano

Jose Lopez Vicario

2021

Novel imputation method using average code from autoencoders in clinical data

Edwar Macias

Javier Serrano

Jose Lopez Vicario

Antoni Morell

2021

Hip fractures in the elderly during the COVID-19 pandemic: a Latin-American perspective with a minimum 90-day follow-up

Geriatric Orthopaedic Surgery & Rehabilitation

Tomas Zamora

Felipe Sandoval

Hugo Demandes

Javier Serrano

Javiera Gonzalez

...

2021/7/7

MO766 EARLY ARTERIOVENOUS FISTULA FAILURE PREDICTION WITH ARTIFICIAL INTELLIGENCE: A NEW APPROACH WITH CHALLENGING RESULTS

Nephrology Dialysis Transplantation

Jose Ibeas

Núria Monill-Raya

Edwar Macias

Carolina Rubiella

Joaquim Vallespin

...

2021/5

See List of Professors in Javier Serrano University(Universidad Autónoma de Barcelona)