José M. Jerez

Missing data imputation using statistical and machine learning methods in a real breast cancer problem

José M. Jerez, Ignacio Molina, Pedro J. García-Laencina et al. · Artificial Intelligence in Medicine · 2010 · 587 citations

Engineering, Machine Learning, Data Mining +9

A combined neural network and decision trees model for prognosis of breast cancer relapse

José M. Jerez, José Antonio Gómez‐Ruiz, Gonzalo Ramos-Jiménez et al. · Artificial Intelligence in Medicine · 2002 · 234 citations

Breast Oncology, Decision Trees, Medicine +10

Improving classification accuracy using data augmentation on small data sets

Francisco J. Moreno-Barea, José M. Jerez, Leonardo Franco · Expert Systems with Applications · 2020 · 216 citations

Data Classification, Data Augmentation, Classification Method +12

Triple negative breast cancer subtypes and pathologic complete response rate to neoadjuvant chemotherapy

Ángela Santonja, Alfonso Sánchez‐Muñoz, Aňa Lluch et al. · Oncotarget · 2018 · 182 citations · Full text

Lehmann Tnbc Subtypes, Breast Oncology, Tumor Heterogeneity +13

Forward Noise Adjustment Scheme for Data Augmentation

Francisco J. Moreno-Barea, Fiammetta Strazzera, José M. Jerez et al. · 2018 · 144 citations

Convolutional Neural Network, Engineering, Machine Learning +20