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2022

Trasierras, A M; Luna, J M; Ventura, S

Improving the understanding of cancer in a descriptive way: An emerging pattern mining‐based approach Journal Article

International Journal of Intelligent Systems, 37 (4), pp. 2822-2848, 2022.

Links | BibTeX | Tags: Cancer, Clinical Data Mining, Data Science, Medical Data Mining, Pattern Mining

Pedraza-Arevalo, S; Alors-Pérez, E; Blazquez-Encinas, R; Herrera-Martinez, A; Jimenez-Vacas, J; Fuentes-Fayos, A; Reyes, O; Ventura, S; Sanchez-Sanchez, R; Ortega-Salas, R; Serrano-Blanch, R; Galvez-Moreno, M; Gahete, M; Ibanez-Costa, A; Luque, R; Castano, J

Spliceosomic dysregulation unveils NOVA1 as an actionable therapeutic target in pancreatic neuroendocrine tumors Journal Article

bioRxiv, 2022.

Links | BibTeX | Tags: Clinical Data Mining, Data Science, Medical Data Mining

Pérez, E; Ventura, S

An ensemble-based convolutional neural network model powered by a genetic algorithm for melanoma diagnosis Journal Article

Neural Computing and Applications, 34 (13), pp. 10429–10448, 2022.

Links | BibTeX | Tags: Cancer, Data Preprocessing, Data Science, Deep Learning, Evolutionary Algorithms, Genetic Algorithms, Medical Data Mining, Melanoma Diagnosis, Special Issue

2021

Rodriguez-Gonzalez, A; Ventura, S; Soda, P; Fernandez-Breis, J

Introduction to the special issue on Methods and applications in the analysis of social data in healthcare Journal Article

2021.

Links | BibTeX | Tags: Clinical Data Mining, Data Science, Medical Data Mining

Alors Perez, E; Blázquez-Encinas, R; Mafficini, A; Moreno Montilla, T; Viyuela-Garcia, C; Jiménez-Vacas, J M; Sánchez-Hidalgo, J M; Berbel, I; Marín-Sanz, J A; Sánchez-Fría, M E; Luchini, C; Pea, A; Ventura, S; Gahete, M D; Arjona-Sánchez, A; Lawlor, R T; Luque, R M; Scarpa, A; Ibáñez-Costa, A; Castaño, J P

Splicing machinery dysregulation and its relationship with PDAC aggressiveness Journal Article

Pancreatology, 21 , pp. S45, 2021.

Links | BibTeX | Tags: Clinical Data Mining, Data Science, Medical Data Mining

Blazquez-Encinas, R; Alors-Pérez, E; Mafficini, A; Moreno-Montilla, T; Viyuela-García, C; Abollo-Jiménez, F; Sánchez-Hidalgo, J M; Sánchez-Frías, M E; García-Vioque, V; Luchini, C; Pea, A; Ventura, S; Gahete, M D; Arjona, A; Lawlor, R T; Luque, R M; Scarpa, A; Ibáñez-Costa, A; Castaño, J P

A functional role for splicing factor EIF4A3 dysregulation in pancreatic ductal adenocarcinoma Journal Article

Pancreatology, 21 , pp. S75, 2021.

Links | BibTeX | Tags: Clinical Data Mining, Data Science, Medical Data Mining

Alors-Perez, E; Blazquez-Encinas, R; Alcala, S; Viyuela-Garcia, C; Pedraza-Arevalo, S; Herrero-Aguayo, V; Jimenez-Vacas, J; Mafficini, A; Sanchez-Frias, M; Cano, M

Dysregulated splicing factor SF3B1 unveils a dual therapeutic vulnerability to target pancreatic cancer cells and cancer stem cells with an anti-splicing drug Journal Article

Journal of Experimental & Clinical Cancer Research, 40 (1), pp. 1–21, 2021.

Links | BibTeX | Tags: Clinical Data Mining, Data Science, Medical Data Mining

Pérez, E; Ventura, S

Melanoma Recognition by Fusing Convolutional Blocks and Dynamic Routing between Capsules Journal Article

Cancers, 13 (19), pp. 4974, 2021.

Links | BibTeX | Tags: Cancer, Data Preprocessing, Data Science, Deep Learning, Medical Data Mining, Melanoma Diagnosis, Special Issue

2020

Jiménez-Vacas, J M; Herrero-Aguayo, V; Montero-Hidalgo, A J; Gómez-Gómez, E; Fuentes-Fayos, A C; León-González, A J; Sáez-Martínez, P; Alors-Pérez, E; Pedraza-Arévalo, S; González-Serrano, T; Reyes, O; Martínez-López, A; Sánchez-Sánchez, R; Ventura, S; Yubero-Serrano, E M; Requena-Tapia, M J; Castaño, J P; Gahete, M D; Luque, R M

Dysregulation of the splicing machinery is directly associated to aggressiveness of prostate cancer Journal Article

EBioMedicine, 51 , pp. 1–13, 2020, ISSN: 23523964.

Links | BibTeX | Tags: Cancer, Medical Data Mining

Delgado-Osuna, J A; García-Martínez, C; Gómez-Barbadillo, J; Ventura, S

Heuristics for interesting class association rule mining a colorectal cancer database Journal Article

Information Processing and MA.gement, 57 (3), pp. 1–15, 2020, ISSN: 03064573.

Links | BibTeX | Tags: Association Rule Mining, Cancer, Medical Data Mining

Fuentes-Fayos, A; Vázquez-Borrego, M; Jiménez-Vacas, J; Bejarano, L; Pedraza-Arévalo, S; Blanco-Acevedo, C; Sánchez-Sánchez, R; Reyes, O; Ventura, S; Solivera, S; Breunig, J; Blasco, M; Gahete, M; Castaño, J; Luque, R

Splicing machinery dysregulation drives glioblastoma development/aggressiveness: oncogenic role of SRSF3 Journal Article

Brain, 2020.

Links | BibTeX | Tags: Clinical Data Mining, Data Science, Medical Data Mining

Pérez, E; Reyes, O; Ventura, S

Convolutional neural networks for the automatic diagnosis of melanoma: An extensive experimental study Journal Article

Medical image analysis, 67 , pp. 101858, 2020.

Links | BibTeX | Tags: Cancer, Data Preprocessing, Data Science, Deep Learning, Medical Data Mining, Melanoma Diagnosis

Reyes, O; Pérez, E; Luque, R; Castaño, J; Ventura, S

A supervised machine learning-based methodology for analyzing dysregulation in splicing machinery: An application in cancer diagnosis Journal Article

Artificial Intelligence in Medicine, 108 , pp. 101950, 2020.

Links | BibTeX | Tags: Cancer, Data Preprocessing, Data Science, Medical Data Mining, Melanoma Diagnosis

2019

Luque, C; Luna, J M; Ventura, S

MiNerDoc: A semantically enriched text mining system to transform clinical text into knowledge Inproceedings

Proceedings - IEEE Symposium on Computer-Based Medical Systems, pp. 702-707, 2019.

Links | BibTeX | Tags: Clinical Data Mining, Data Mining Software, Medical Data Mining, Software Design and Development

Luque, C; Luna, J M; Luque, M; Ventura, S

An advanced review on text mining in medicine Journal Article

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 9 (3), pp. 1-16, 2019.

Links | BibTeX | Tags: Clinical Data Mining, Medical Data Mining

2018

Reyes, O; Moyano, J M; Rivero-Juarez, A; Luque, R M; Rivero, A; Castaño, J; Ventura, S

Extracción de factores relevantes en el análisis de datos biomédicos: una metodología basada en técnicas de aprendizaje supervisado Inproceedings

XVIII Conferencia de la Asociación Española para la Inteligencia Artificial, CAEPIA 2018, pp. 861–866, 2018.

Links | BibTeX | Tags: Medical Data Mining

Reyes, O; Luna, J M; Moyano, J M; Pérez, E; Ventura, S

Resolución de Problemas Biomédicos mediante Técnicas de Extracción de Conocimiento Inproceedings

XVIII Conferencia de la Asociación Española para la Inteligencia Artificial, CAEPIA 2018, pp. 1252–1257, 2018.

Links | BibTeX | Tags: Medical Data Mining

Gahete, M D; del Rio-Moreno, M; Alors-Perez, E; Reyes, O; Camargo A., Delgado-Lista J; Lopez-Miranda, J; Castaño, J P; Luque, R M

Identification of an Altered Spliceosome-Associated Fingerprint As an Early, Predictive Event For the Development of Type 2 Diabetes In High-Risk Patients Inproceedings

Endocrine Society Annual Meeting, USA, 2018.

BibTeX | Tags: Medical Data Mining

Gahete, M; del Rio-Moreno, M; Camargo, A; Alcala-Diaz, J F; Alors-Perez, E; Delgado-Lista, J; Reyes, O; Ventura, S; Perez-Martínez, P; Castaño, J P

Changes in Splicing Machinery Components Influence, Precede, and Early Predict the Development of Type 2 Diabetes: From the CORDIOPREV Study Journal Article

EBioMedicine, 37 , pp. 356–365, 2018.

Links | BibTeX | Tags: Feature Selection, Medical Data Mining

2017

Luque, R M; Gahete, M D; Castaño, J P; Requena-Tapia, M J; Carrasco-Valiente, J; González, T; Moreno, M M; Reyes, O; Herrero-Aguayo, V; Gómez-Gómez, E; others,

The Splicing Machinery is Profoundly Deregulated in Prostate Cancer: Pathological and Clinical Implications. Inproceedings

8th IMIBIC young Investigators workshop, Córdoba, Spain, 2017.

BibTeX | Tags: Medical Data Mining

Gahete, M D; Luque, R M; Castaño, J P; de la Mata, M; Kineman, R D; Ventura, S; Rodríguez-Perálvarez, M; Reyes, O; Ferrín, G; González-Rubio, S

Hepatic Steatosis in Obese Women is Associated with Alterations in Splicing Machinery Components Inproceedings

8th IMIBIC young Investigators workshop; Córdoba, Spain, 2017.

BibTeX | Tags: Medical Data Mining

2014

Strack, B; Deshazo, J P; Gennings, C; Olmo, J L; Ventura, S; Cios, K J; Clore, J N

Impact of HbA1c measurement on hospital readmission rates: Analysis of 70,000 clinical database patient records Journal Article

BioMed Research International, 2014 , 2014.

Links | BibTeX | Tags: Clinical Data Mining, Medical Data Mining

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