Pedro G. Ferreira

Pedro G. Ferreira

Universidade do Porto

H-index: 33

Europe-Portugal

About Pedro G. Ferreira

Pedro G. Ferreira, With an exceptional h-index of 33 and a recent h-index of 26 (since 2020), a distinguished researcher at Universidade do Porto, specializes in the field of Computational biology, bioinformatics, Data Mining, Machine Learning.

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

A Distributed Computing Solution for Privacy-Preserving Genome-Wide Association Studies

Privacy-Preserving Machine Learning on Apache Spark

Predicting Age from Human Lung Tissue Through Multi-modal Data Integration

SOTERIA: Preserving Privacy in Distributed Machine Learning

The landscape of expression and alternative splicing variation across human traits

Scalable transcriptomics analysis with Dask: applications in data science and machine learning

A systematic evaluation of deep learning methods for the prediction of drug synergy in cancer

SOTERIA: Privacy-Preserving Machine Learning for Apache Spark

Pedro G. Ferreira Information

University

Position

Department of Computer Science Faculty of Sciences ; INESC-TEC

Citations(all)

36191

Citations(since 2020)

20658

Cited By

25110

hIndex(all)

33

hIndex(since 2020)

26

i10Index(all)

43

i10Index(since 2020)

38

Email

University Profile Page

Universidade do Porto

Google Scholar

View Google Scholar Profile

Pedro G. Ferreira Skills & Research Interests

Computational biology

bioinformatics

Data Mining

Machine Learning

Top articles of Pedro G. Ferreira

Title

Journal

Author(s)

Publication Date

A Distributed Computing Solution for Privacy-Preserving Genome-Wide Association Studies

bioRxiv

Cláudia Brito

Pedro Ferreira

Joao Paulo

2024/1/16

Privacy-Preserving Machine Learning on Apache Spark

IEEE Access

Cláudia V Brito

Pedro G Ferreira

Bernardo L Portela

Rui C Oliveira

João T Paulo

2023/11/13

Predicting Age from Human Lung Tissue Through Multi-modal Data Integration

Athos Moraes

Marta Moreno

Rogério Ribeiro

Pedro G Ferreira

2023/10/8

SOTERIA: Preserving Privacy in Distributed Machine Learning

Cláudia Brito

Pedro Ferreira

Bernardo Portela

Rui Oliveira

João Paulo

2023/3/27

The landscape of expression and alternative splicing variation across human traits

Cell Genomics

Raquel García-Pérez

Jose Miguel Ramirez

Aida Ripoll-Cladellas

Ruben Chazarra-Gil

Winona Oliveros

...

2022/12/30

Scalable transcriptomics analysis with Dask: applications in data science and machine learning

BMC Bioinformatics

Marta Moreno

Ricardo Vilaça

Pedro G Ferreira

2022/12

A systematic evaluation of deep learning methods for the prediction of drug synergy in cancer

bioRxiv

Delora Baptista

Pedro G Ferreira

Miguel Rocha

2022

SOTERIA: Privacy-Preserving Machine Learning for Apache Spark

Cryptology ePrint Archive

Cláudia Brito

Pedro Ferreira

Bernardo Portela

Rui Oliveira

João Paulo

2021

Solve-RD: systematic pan-European data sharing and collaborative analysis to solve rare diseases

European journal of human genetics

Birte Zurek

Kornelia Ellwanger

Lisenka ELM Vissers

Rebecca Schüle

Matthis Synofzik

...

2021/9

Population-scale tissue transcriptomics maps long non-coding RNAs to complex disease

Cell

Olivia M de Goede

Daniel C Nachun

Nicole M Ferraro

Michael J Gloudemans

Abhiram S Rao

...

2021/5/13

Deep learning for drug response prediction in cancer

Briefings in Bioinformatics

Delora Baptista

Pedro G Ferreira

Miguel Rocha

2020/1

A quantitative proteome map of the human body

Cell

Lihua Jiang

Meng Wang

Shin Lin

Ruiqi Jian

Xiao Li

...

2020/10/1

The GTEx Consortium atlas of genetic regulatory effects across human tissues

Science

GTEx Consortium

2020/9/11

Gender Differential Transcriptome in Gastric and Thyroid Cancers

Frontiers in Genetics

Abel Sousa

Marta Ferreira

Carla Oliveira

Pedro G Ferreira

2020/7/30

Predicting Gastric Cancer Molecular Subtypes from Gene Expression Data

Marta Moreno

Abel Sousa

Marta Melé

Rui Oliveira

Pedro G Ferreira

2020

See List of Professors in Pedro G. Ferreira University(Universidade do Porto)

Co-Authors

H-index: 116
Emmanouil Dermitzakis, Manolis Dermitzakis

Emmanouil Dermitzakis, Manolis Dermitzakis

Université de Genève

H-index: 51
Rory Johnson

Rory Johnson

University College Dublin

H-index: 34
Seirian Sumner

Seirian Sumner

University College London

H-index: 29
Rui M M Brito

Rui M M Brito

Universidade de Coimbra

H-index: 17
Paulo J. Azevedo

Paulo J. Azevedo

Universidade do Minho

H-index: 16
Orlando Belo

Orlando Belo

Universidade do Minho

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