Ignacio Rojas
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View article: Shuntless current measurement in sector-shaped power grid cables: A simulation and machine learning approach
Shuntless current measurement in sector-shaped power grid cables: A simulation and machine learning approach Open
This work introduces a calibration-free and retrofittable contactless current measurement method for three-phase segmented power cables, combining magnetic field sensing with machine learning-based inverse modeling. Unlike traditional appr…
View article: Influence of Step Size and Temperature Sensor Placement on Cascade Control Tuning for a Multi-Reaction Tubular Reactor Process
Influence of Step Size and Temperature Sensor Placement on Cascade Control Tuning for a Multi-Reaction Tubular Reactor Process Open
This study addresses developing systematic guidelines for the design of concentration control in the oxidation of benzene to maleic anhydride within a tubular reactor. The influence of step size selection and temperature sensor location on…
View article: Machine learning identifies 6-gene signature in peripheral blood for pancreatic cancer diagnosis
Machine learning identifies 6-gene signature in peripheral blood for pancreatic cancer diagnosis Open
Pancreatic ductal adenocarcinoma (PDAC) is associated with a poor prognosis, primarily due to late-stage detection. This underscores the critical need for informative biomarkers enabling earlier diagnosis and improved patient outcomes. Thi…
View article: Understanding the Impact of Deep Learning Model Parameters on Breast Cancer Histopathological Classification Using ANOVA
Understanding the Impact of Deep Learning Model Parameters on Breast Cancer Histopathological Classification Using ANOVA Open
Artificial intelligence (AI) has the potential to enhance clinical practice, particularly in the early and accurate diagnosis of diseases like breast cancer. However, for AI models to be effective in medical settings, they must not only be…
View article: Time Series and Forecasting, ITISE-2024: Statement of Peer Review
Time Series and Forecasting, ITISE-2024: Statement of Peer Review Open
The ITISE 2024 (10th International Conference on Time Series and Forecasting) seeks to provide a discussion forum for scientists, engineers, educators and students about the latest ideas and realizations in terms of the foundations, theory…
View article: New Advances and Methodologies in the Field of Time Series and Forecasting ITISE-2024
New Advances and Methodologies in the Field of Time Series and Forecasting ITISE-2024 Open
The ITISE 2024 (10th International Conference on Time Series and Forecasting) seeks to provide a discussion forum for scientists, engineers, educators, and students regarding the latest ideas and realizations in the foundations, theory, mo…
View article: Statistical Analysis of nnU-Net Models for Lung Nodule Segmentation
Statistical Analysis of nnU-Net Models for Lung Nodule Segmentation Open
This paper aims to conduct a statistical analysis of different components of nnU-Net models to build an optimal pipeline for lung nodule segmentation in computed tomography images (CT scan). This study focuses on semantic segmentation of l…
View article: Gene Expression Analysis for Uterine Cervix and Corpus Cancer Characterization
Gene Expression Analysis for Uterine Cervix and Corpus Cancer Characterization Open
The analysis of gene expression quantification data is a powerful and widely used approach in cancer research. This work provides new insights into the transcriptomic changes that occur in healthy uterine tissue compared to those in cancer…
View article: Novel methodology for detecting and localizing cancer area in histopathological images based on overlapping patches
Novel methodology for detecting and localizing cancer area in histopathological images based on overlapping patches Open
Cancer disease is one of the most important pathologies in the world, as it causes the death of millions of people, and the cure of this disease is limited in most cases. Rapid spread is one of the most important features of this disease, …
View article: New Developments in Time Series and Forecasting, ITISE-2023
New Developments in Time Series and Forecasting, ITISE-2023 Open
The ITISE 2023 (9th International Conference on Time Series and Forecasting) sought to provide a discussion forum for scientists, engineers, educators and students about the latest ideas and realizations in the foundations, theory, models …
View article: Special Issue: New Advances in Bioinformatics and Biomedical Engineering Using Machine Learning Techniques, IWBBIO-2022
Special Issue: New Advances in Bioinformatics and Biomedical Engineering Using Machine Learning Techniques, IWBBIO-2022 Open
Bioinformatics is revolutionizing Biomedicine in the way we treat and diagnose pathologies related to biological manifestations resulting from variations or mutations of our DNA [...]
View article: 6-gene machine learning-found signature for the differentiation of pancreatic ductal carcinoma and chronic pancreatitis patients on peripheral blood mononuclear cells RNA-Seq data
6-gene machine learning-found signature for the differentiation of pancreatic ductal carcinoma and chronic pancreatitis patients on peripheral blood mononuclear cells RNA-Seq data Open
Background: Pancreatic ductal carcinoma (PDAC) has a poor prognosis given that it is usually found in a late stage. Finding a relevant and informative panel of biomarkers is crucial to diagnose the disease, and therefore, improving patient…
View article: Computer Aided Classifier of Colorectal Cancer on Histopatological Whole Slide Images Analyzing Deep Learning Architecture Parameters
Computer Aided Classifier of Colorectal Cancer on Histopatological Whole Slide Images Analyzing Deep Learning Architecture Parameters Open
The diagnosis of different pathologies and stages of cancer using whole histopathology slide images (WSI) is the gold standard for determining the degree of tissue metastasis. The use of deep learning systems in the field of medical images…
View article: Statement of Peer Review
Statement of Peer Review Open
In submitting conference proceedings to Engineering Proceedings, the volume editors of the proceedings certify to the publisher that all papers published in this volume have been subjected to peer review performed by the volume editors [..…
View article: Machine-Learning-Based Late Fusion on Multi-Omics and Multi-Scale Data for Non-Small-Cell Lung Cancer Diagnosis
Machine-Learning-Based Late Fusion on Multi-Omics and Multi-Scale Data for Non-Small-Cell Lung Cancer Diagnosis Open
Differentiation between the various non-small-cell lung cancer subtypes is crucial for providing an effective treatment to the patient. For this purpose, machine learning techniques have been used in recent years over the available biologi…
View article: Determination of the Severity and Percentage of COVID-19 Infection through a Hierarchical Deep Learning System
Determination of the Severity and Percentage of COVID-19 Infection through a Hierarchical Deep Learning System Open
The coronavirus disease 2019 (COVID-19) has caused millions of deaths and one of the greatest health crises of all time. In this disease, one of the most important aspects is the early detection of the infection to avoid the spread. In add…
View article: Statistical Analysis of Different Artificial Intelligent Techniques applied to Intrusion Detection System
Statistical Analysis of Different Artificial Intelligent Techniques applied to Intrusion Detection System Open
Intrusion detection is the act of detecting unwanted traffic on a network or a device. Several types of Intrusion Detection Systems (IDS) technologies exist due to the variance of network configurations. Each type has advantages and disadv…
View article: Machine Learning for Diagnosis of Alzheimer’s Disease and Early Stages
Machine Learning for Diagnosis of Alzheimer’s Disease and Early Stages Open
According to the WHO, approximately 50 million people worldwide have dementia and there are nearly 10 million new cases every year. Alzheimer’s disease is the most common form of dementia and may contribute to 60–70% of cases. It has been …