Ignacio Rojas - Publications, H-index & Citations

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Ignacio Rojas

barcelona supercomputer center (bsc-cns)

41H-index

433Paper Count

7.7KCitation Count

Published Papers 64

Publication Date

Integrated Transcriptomic and Histological Analysis of TP53/CTNNB1 Mutations and Microvascular Invasion in Hepatocellular Carcinoma

Genes

IF2.8

2026-02-04

OAAI

Ignacio Garach; Nerea Hernandez; Luis J. Herrera; Francisco M. Ortuño; Ignacio Rojas

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Symmetrical Current Flow Reconstruction for Sector-Shaped Multi-wire Cables Using Machine Learning

ADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2025, PT II

IF0

2026-01-01

PREAI

Serpar, Ariana-Andra; Stoean, Ruxandra; Domingo, Carlos Cano; Bulter, Ann-Sophie; Ruiz, Ignacio Rojas; Pogorzelski, Jens; Gloesekoetter, Peter

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Shuntless current measurement in sector-shaped power grid cables: A simulation and machine learning approach

International Journal of Electrical Power & Energy Systems

IF5

2025-11-14

OAAI

Jens Pogorzelski; Peter Glösekötter; Sarah Kirschke; Javier Medina-Quero; Ignacio Rojas-Ruiz; Aurora Polo-Rodríguez

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Multi-occupant tracking with radar and wearable devices for enhanced accuracy in indoor environments

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

IF8

2025-05-24

OAAI

Polo-Rodriguez, Aurora; Anguita-Molina, Miguel angel; Rojas-Ruiz, Ignacio; Medina-Quero, Javier

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Understanding the Impact of Deep Learning Model Parameters on Breast Cancer Histopathological Classification Using ANOVA

CANCERS

IF4.4

2025-04-24

OAAI

Hernandez, Nerea; Carrillo-Perez, Francisco; Ortuno, Francisco M.; Rojas, Ignacio; Valenzuela, Olga

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Novel methodology for detecting and localizing cancer area in histopathological images based on overlapping patches

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2024-01-01

OAAI

Ortiz, Sergio; Rojas-Valenzuela, Ignacio; Rojas, Fernando; Valenzuela, Olga; Herrera, Luis Javier; Rojas, Ignacio

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Performance comparison between multi-center histopathology datasets of a weakly-supervised deep learning model for pancreatic ductal adenocarcinoma detection

CANCER IMAGING

IF3.5

2023-06-26

OAAI

Carrillo-Perez, Francisco; Ortuno, Francisco M.; Borjesson, Alejandro; Rojas, Ignacio; Herrera, Luis Javier

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Machine-Learning-Based Late Fusion on Multi-Omics and Multi-Scale Data for Non-Small-Cell Lung Cancer Diagnosis

JOURNAL OF PERSONALIZED MEDICINE

IF3

2022-04-08

OAAI

Carrillo-Perez, Francisco; Carlos Morales, Juan; Castillo-Secilla, Daniel; Gevaert, Olivier; Rojas, Ignacio; Javier Herrera, Luis

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Determination of the Severity and Percentage of COVID-19 Infection through a Hierarchical Deep Learning System

JOURNAL OF PERSONALIZED MEDICINE

IF3

2022-03-28

OAAI

Ortiz, Sergio; Rojas, Fernando; Valenzuela, Olga; Javier Herrera, Luis; Rojas, Ignacio

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KnowSeq R-Bioc package: The automatic smart gene expression tool for retrieving relevant biological knowledge

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2021-06-01

OAAI

Castillo-Secilla, Daniel; Galvez, Juan Manuel G.; Carrillo-Perez, Francisco; Verona-Almeida, Marta; Redondo-Sanchez, Daniel; Ortuno, Francisco Manuel; Herrera, Luis Javier; Rojas, Ignacio

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Towards Improving Skin Cancer Diagnosis by Integrating Microarray and RNA-Seq Datasets

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2020-07-01

OAAI

Galvez, Juan M.; Castillo-Secilla, Daniel; Herrera, Luis J.; Valenzuela, Olga; Caba, Octavio; Prados, Jose C.; Ortuno, Francisco M.; Rojas, Ignacio

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Toward a Fuzzy Logic System Based on General Forms of Interval Type-2 Fuzzy Sets

IEEE TRANSACTIONS ON FUZZY SYSTEMS

IF11.9

2019-12-01

PREAI

Ruiz-Garcia, Gonzalo; Hagras, Hani; Pomares, Hector; Rojas Ruiz, Ignacio

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Multi-Objective Genetic Algorithms to Find Most Relevant Volumes of the Brain Related to Alzheimer's Disease and Mild Cognitive Impairment

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS

IF6.4

2018-09-26

PREAI

Valenzuela, Olga; Jiang, Xiaoyi; Carrillo, Antonio; Rojas, Ignacio

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Correction of Precipitation Records through Inverse Modeling in Watersheds of South-Central Chile

WATER

IF3

2018-08-17

OAAI

Munoz, Enrique; Acuna, Mauricio; Lucero, Juan; Rojas, Ignacio

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MIMU-Wear: Ontology-based sensor selection for real-world wearable activity recognition

NEUROCOMPUTING

IF6.5

2017-08-01

PREAI

Villalonga, Claudia; Pomares, Hector; Rojas, Ignacio; Banos, Oresti

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Statistical Analysis of the Main Configuration Parameters of the Network Dynamic and Adaptive Radio Protocol (DARP)

SENSORS

IF3.5

2017-06-26

OAAI

Estevez, Francisco Jose; Gonzalez, Jesus; Gloesekoetter, Peter; Valenzuela, Olga; Rojas, Ignacio

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Identification of gene expression profiling associated with erlotinib-related skin toxicity in pancreatic adenocarcinoma patients

TOXICOLOGY AND APPLIED PHARMACOLOGY

IF3.4

2016-11-01

PREAI

Caba, Octavio; Irigoyen, Antonio; Jimenez-Luna, Cristina; Benavides, Manuel; Ortuno, Francisco M.; Gallego, Javier; Rojas, Ignacio; Guillen-Ponce, Carmen; Torres, Carolina; Aranda, Enrique; Prados, Jose

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Neural networks: An overview of early research, current frameworks and new challenges

NEUROCOMPUTING

IF6.5

2016-11-01

232

PREAI

Prieto, Alberto; Prieto, Beatriz; Martinez Ortigosa, Eva; Ros, Eduardo; Pelayo, Francisco; Ortega, Julio; Rojas, Ignacio

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Ontology-Based High-Level Context Inference for Human Behavior Identification

SENSORS

IF3.5