Pedro Pereira Rodrigues

Pedro Pereira Rodrigues

Universidade do Porto

H-index: 25

Europe-Portugal

About Pedro Pereira Rodrigues

Pedro Pereira Rodrigues, With an exceptional h-index of 25 and a recent h-index of 21 (since 2020), a distinguished researcher at Universidade do Porto, specializes in the field of Health Data Science, Artificial Intelligence in Medicine, Intelligent Data Analysis, Digital Health.

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

Siamese autoencoder architecture for the imputation of data missing not at random

A randomized controlled trial to assess the impact of psychoeducation on the quality of life of parents with children with congenital heart defects—Quantitative component

Imputation of data Missing Not at Random: Artificial generation and benchmark analysis

Fast Healthcare Interoperability Resources–Based Support System for Predicting Delivery Type: Model Development and Evaluation Study

Obstructive sleep apnea: A categorical cluster analysis and visualization

The Role of Novel Digital Clinical Tools in the Screening or Diagnosis of Obstructive Sleep Apnea: Systematic Review

Unsupervised algorithms to identify potential under-coding of secondary diagnoses in hospitalisations databases in Portugal

Achieving rapid and significant results in healthcare services by using the theory of constraints

Pedro Pereira Rodrigues Information

University

Position

CINTESIS & Faculty of Medicine of the

Citations(all)

5215

Citations(since 2020)

2573

Cited By

3621

hIndex(all)

25

hIndex(since 2020)

21

i10Index(all)

57

i10Index(since 2020)

40

Email

University Profile Page

Universidade do Porto

Google Scholar

View Google Scholar Profile

Pedro Pereira Rodrigues Skills & Research Interests

Health Data Science

Artificial Intelligence in Medicine

Intelligent Data Analysis

Digital Health

Top articles of Pedro Pereira Rodrigues

Title

Journal

Author(s)

Publication Date

Siamese autoencoder architecture for the imputation of data missing not at random

Journal of Computational Science

Ricardo Cardoso Pereira

Pedro Henriques Abreu

Pedro Pereira Rodrigues

2024/3/24

A randomized controlled trial to assess the impact of psychoeducation on the quality of life of parents with children with congenital heart defects—Quantitative component

Annals of Surgery

Zarina S Ali

Ahmed Albayar

Jessica Nguyen

Ryan S Gallagher

Austin J Borja

...

2023/9/1

Imputation of data Missing Not at Random: Artificial generation and benchmark analysis

Expert Systems with Applications

Ricardo Cardoso Pereira

Pedro Henriques Abreu

Pedro Pereira Rodrigues

Mário AT Figueiredo

2024/9/1

Fast Healthcare Interoperability Resources–Based Support System for Predicting Delivery Type: Model Development and Evaluation Study

JMIR Formative Research

João Coutinho-Almeida

Alexandrina Cardoso

Ricardo Cruz-Correia

Pedro Pereira-Rodrigues

2024/4/8

Obstructive sleep apnea: A categorical cluster analysis and visualization

Pulmonology

D Ferreira-Santos

P Pereira Rodrigues

2023/5/1

The Role of Novel Digital Clinical Tools in the Screening or Diagnosis of Obstructive Sleep Apnea: Systematic Review

Miguel Duarte

Pedro Pereira-Rodrigues

Daniela Ferreira-Santos

2023/7/26

Unsupervised algorithms to identify potential under-coding of secondary diagnoses in hospitalisations databases in Portugal

Health Information Management Journal

Diana Portela

Rita Amaral

Pedro P Rodrigues

Alberto Freitas

Elísio Costa

...

2023/2/17

Achieving rapid and significant results in healthcare services by using the theory of constraints

Health systems

Gustavo M Bacelar-Silva

James F Cox III

Pedro Rodrigues

2023/7/24

The Association Between Comorbidities and Prescribed Drugs in Patients With Suspected Obstructive Sleep Apnea: Inductive Rule Learning Approach

Journal of Medical Internet Research

Daniela Ferreira-Santos

Pedro Pereira Rodrigues

2023/1/30

Siamese Autoencoder-Based Approach for Missing Data Imputation

Ricardo Cardoso Pereira

Pedro Henriques Abreu

Pedro Pereira Rodrigues

2023/6/23

Improving the quality of life of parents of patients with congenital abnormalities using psychoeducational interventions: a systematic review

Marisa Garcia Rodrigues

José Daniel Rodrigues

Matilde Monteiro Soares

Luís Filipe Azevedo

Pedro Pereira Rodrigues

...

2023/11

Verdades inconvenientes da inteligência artificial na prestação de cuidados de saúde

Revista Fontes Documentais

Pedro Pereira Rodrigues

2023

Automatic Delta-Adjustment Method Applied to Missing Not At Random Imputation

Ricardo Cardoso Pereira

Pedro Pereira Rodrigues

Mário A. T. Figueiredo

Pedro Henriques Abreu

2023/6/23

Hierarchical growth in neural networks structure: Organizing inputs by Order of Hierarchical Complexity

Plos one

Sofia Leite

Bruno Mota

António Ramos Silva

Michael Lamport Commons

Patrice Marie Miller

...

2023/8/31

Correction: Effectiveness of Secondary Risk–Reducing Strategies in Patients With Unilateral Breast Cancer With Pathogenic Variants of BRCA1 and BRCA2 Subjected to Breast …

JMIR Formative Research

Jelena Maksimenko

Pedro Pereira Rodrigues

Miki Nakazawa-Miklaševiča

David Pinto

Edvins Miklaševičs

...

2023

Dynamic treatment regimes (DTRs) to study treatment sequencing in oncology: a scoping review protocol

Susana Esteves

João Miguel Alves

Pedro Pereira Rodrigues

Maria Gomes da Silva

2023/5/1

Integration of Artificial Intelligence in Medical Education: Developing a Framework for Curriculum Enhancement

Mariana Canelas-Pais

Renato Ferreira da Silva

Ivone Duarte

Pedro Pereira Rodrigues

João A Fonseca

...

2023/8/14

Quality of life of parents with children with congenital abnormalities: a systematic review with meta-analysis of assessment methods and levels of quality of life

Marisa Garcia Rodrigues

Matilde Monteiro Soares

José Daniel Rodrigues

Luís Filipe Azevedo

Pedro Pereira Rodrigues

...

2022/4

Effectiveness of Secondary Risk–Reducing Strategies in Patients With Unilateral Breast Cancer With Pathogenic Variants of BRCA1 and BRCA2 Subjected to Breast-Conserving Surgery …

JMIR Formative Research

Jelena Maksimenko

Pedro Pereira Rodrigues

Miki Nakazawa-Miklaševiča

David Pinto

Edvins Miklaševičs

...

2022/12/29

Biomarkers for Alzheimer’s Disease in the Current State: A Narrative Review

Serafettin Gunes

Yumi Aizawa

Takuma Sugashi

Masahiro Sugimoto

Pedro Pereira Rodrigues

2022/1

See List of Professors in Pedro Pereira Rodrigues University(Universidade do Porto)

Co-Authors

H-index: 132
Irene J Higginson

Irene J Higginson

King's College London

H-index: 73
Joao Gama

Joao Gama

Universidade do Porto

H-index: 65
João A Fonseca

João A Fonseca

Universidade do Porto

H-index: 52
Pedro Ferreira

Pedro Ferreira

Universidade de Coimbra

H-index: 32
Cláudia Camila Dias

Cláudia Camila Dias

Universidade do Porto

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