José M. Jerez - Concepedia

Author

José M. Jerez

Also Known As

J. Aragones, J. Jerez, J. M. Jerez, J.M. Jerez, J.M. Jerez Aragonés, J.M. Jerez-Aragonés, JOSE M. JEREZ, JOSÉ M. JEREZ, Jerez Jose M., Jose A. Vargas Jerez

133

Publications

3.1K

Citations

H-Index

102

Concepts

All Affiliations

Universidad de Málaga Hospital Clínico Universitario Virgen de la Victoria Instituto de Investigación Biomédica de Málaga Hospital Costa del Sol University of Oxford

About

José M. Jerez is an author at Universidad de Málaga specializing in engineering, machine learning, and medicine.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	20	21	1.7K
2	Medicine	12	12	859
3	Health Sciences	1	1	182
4	Language Studies	1	1	29
5	Public Health	1	1	587

José M. Jerez

Publications

2.7K

Citations

H-Index

Page 1

	Year	Citations
Missing data imputation using statistical and machine learning methods in a real breast cancer problem José M. Jerez, Ignacio Molina, Pedro J. García-Laencina, Artificial Intelligence in Medicine EngineeringMachine LearningData MiningData ImputationPredictive Analytics	2010	587
A combined neural network and decision trees model for prognosis of breast cancer relapse José M. Jerez, José Antonio Gómez‐Ruiz, Gonzalo Ramos-Jiménez, Artificial Intelligence in Medicine Breast OncologyDecision TreesMedicinePrognosisBreast Imaging	2002	234
Improving classification accuracy using data augmentation on small data sets Francisco J. Moreno-Barea, José M. Jerez, Leonardo Franco Expert Systems with Applications Data ClassificationData AugmentationClassification MethodImage AnalysisMachine Learning	2020	216
Triple negative breast cancer subtypes and pathologic complete response rate to neoadjuvant chemotherapy Ángela Santonja, Alfonso Sánchez‐Muñoz, Aňa Lluch, Oncotarget Lehmann Tnbc SubtypesBreast OncologyTumor HeterogeneityMedicinePathology	2018	182
Forward Noise Adjustment Scheme for Data Augmentation Francisco J. Moreno-Barea, Fiammetta Strazzera, José M. Jerez, Convolutional Neural NetworkEngineeringMachine LearningAutoencodersLocalization	2018	144
Pattern of recurrence of early breast cancer is different according to intrinsic subtype and proliferation index Nuria Ribelles, Lidia Pérez-Villa, José M. Jerez, Breast Cancer Research	2013	116
Transfer learning with convolutional neural networks for cancer survival prediction using gene-expression data Guillermo López-García, José M. Jerez, Leonardo Franco, PLoS ONE Gene-expression DataEngineeringMachine LearningMachine Learning ToolCancer Survival Prediction	2020	102
Neuronal selectivity, population sparseness, and ergodicity in the inferior temporal visual cortex Leonardo Franco, Edmund T. Rolls, Nikolaos C. Aggelopoulos, Biological Cybernetics Early VisionCognitive SciencePopulation SparsenessComputational NeuroscienceVision Research	2007	88
Efficient Implementation of the Backpropagation Algorithm in FPGAs and Microcontrollers Francisco Ortega-Zamorano, José M. Jerez, Daniel Urda, IEEE Transactions on Neural Networks and Learning Systems EngineeringEvolvable HardwareHardware AlgorithmComputer ArchitectureEfficient Implementation	2015	84
A microRNA Signature Associated with Early Recurrence in Breast Cancer Luis Gustavo Perez‐Rivas, José M. Jerez, Rosario Carmona, PLoS ONE EngineeringPathologyGene Expression ProfilingTumor Biology5-Mirna Signature	2014	79

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