Publicaciones

2024

A survey on detecting mental disorders with natural language processing: Literature review, trends and challenges

Autores
Arturo Montejo Raez, Salud María Jiménez Zafra

AI in radiology: Legal responsibilities and the car paradox

Autores
Pilar López Úbeda

An Empathic GPT-Based Chatbot to Talk About Mental Disorders With Spanish Teenagers

Autores
Arturo Montejo Raez, Alba María Mármol Romero, Manuel García Vega

Automatic generation of conclusions from neuroradiology MRI reports through natural language processing

Autores
Pilar López Úbeda

Automatic text classification of prostate cancer malignancy scores in radiology reports using NLP models

Autores
Jaime Collado Montañez, Pilar López Úbeda

Automatic TNM staging of colorectal cancer radiology reports using pre-trained language models

Autores
L. Alfonso Ureña López, María Teresa Martín Valdivia, Pilar López Úbeda, Mariia Chizhikova

Comparative evaluation of image-based vs. text-based vs. multimodal AI approaches for automatic breast density assessment in mammograms

Autores
Pilar López Úbeda

Data augmentation based on large language models for radiological report classification

Autores
María Teresa Martín Valdivia, Eugenio Martínez Cámara, Jaime Collado Montañez, Eugenio Martínez Cámara

Deep Encodings vs. Linguistic Features in Lexical Complexity Prediction

Autores
Arturo Montejo Raez

Evaluation of large language models performance against humans for summarizing MRI knee radiology reports: A feasibility study

Autores
Pilar López Úbeda

Federated Learning for Exploiting Annotators’ Disagreements in Natural Language Processing

Autores
Eugenio Martínez Cámara, Eugenio Martínez Cámara

Imagine there is no paperwork… it’s easy if you try

Autores
Pilar López Úbeda

Large language models in Radiology: The importance of fine-tuning and the fable of the luthier

Autores
Pilar López Úbeda

Overview of MentalriskES at IberLEF 2024: Early Detection of Mental Disorders Risk in Spanish

Autores
Alba María Mármol Romero

Question Answering over Tabular Data with DataBench: A Large-Scale Empirical Evaluation of LLMs

Autores
Eugenio Martínez Cámara, Eugenio Martínez Cámara

Role of advanced MRI sequences for thyroid lesions assessment. A narrative review

Autores
Pilar López Úbeda

Role of Natural Language Processing in Automatic Detection of Unexpected Findings in Radiology Reports: A Comparative Study of RoBERTa, CNN, and ChatGPT

Autores
Pilar López Úbeda

SINAI at eRisk@ CLEF 2024: Approaching the Search for Symptoms of Depression and Early Detection of Anorexia Signs using Natural Language Processing

SINAI at SemEval-2024 Task 8: Fine-tuning on Words and Perplexity as Features for Detecting Machine Written Text

Autores
Eugenio Martínez Cámara, Eugenio Martínez Cámara

The added value of including thyroid nodule features into large language models for automatic ACR TI-RADS classification based on ultrasound reports

Autores
Pilar López Úbeda

2023

Artificial Intelligence in Radiology: A Fast-Food Versus Slow-Food Question?

Autores
Pilar López Úbeda

Automatic classification and prioritisation of actionable BI-RADS categories using natural language processing models

Autores
Pilar López Úbeda

CARES: A Corpus for classification of Spanish Radiological reports

Autores
L. Alfonso Ureña López, María Teresa Martín Valdivia, Manuel Carlos Díaz Galiano, Pilar López Úbeda, Jaime Collado Montañez, Mariia Chizhikova

Explainable Crowd Decision Making methodology guided by expert natural language opinions based on Sentiment Analysis with Attention-based Deep Learning and Subgroup Discovery

Autores
Eugenio Martínez Cámara, Eugenio Martínez Cámara

Hope speech detection in Spanish

Autores
Salud María Jiménez Zafra

Intelligent Multi-Lingual Cyber-Hate Detection in Online Social Networks: Taxonomy, Approaches, Datasets, and Open Challenges

Autores
Salud María Jiménez Zafra

Natural language processing deep learning models for the differential between high-grade gliomas and metastasis: what if the key is how we report them?

Autores
Pilar López Úbeda

Overview of MentalriskES at IberLEF 2023: Early Detection of Mental Disorders Risk in Spanish

Autores
Alba María Mármol Romero

Psicolinguistic Modeling of Spanish Political Parties from Social Media

Autores
Arturo Montejo Raez, Manuel Carlos Díaz Galiano

Radiology in the era of large language models: the near and the dark side of the moon

Autores
Pilar López Úbeda

Radiology, explicability and AI: closing the gap

Autores
Pilar López Úbeda

Reply to the letter to the editor: “A critical evaluation on the use of large language model for radiology research”

Autores
Pilar López Úbeda

Reply to the Letter to the Editor: “Radiology in the era of large language models: additional facts to consider in the near and the dark side of the moon”

Autores
Pilar López Úbeda

SINAI at eRisk@ CLEF 2023: approaching early detection of gambling with natural language processing

Autores
Alba María Mármol Romero

Spanish Stylometric Features to Determine Gender and Profession of Ecuadorian Twitter Users

Autores
Arturo Montejo Raez

Survey on federated learning threats: Concepts, taxonomy on attacks and defences, experimental study and challenges

Autores
Eugenio Martínez Cámara, Eugenio Martínez Cámara