Ileana Montoya Perez

According to our database, Ileana Montoya Perez authored at least 7 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Towards practical federated learning and evaluation for medical prediction models.

Andrei Kazlouski, Ileana Montoya Perez, Faiza Anan Noor, Mikael Högerman, Otto Ettala, Tapio Pahikkala, Antti Airola

Int. J. Medical Informatics, 2025

2024

Does Differentially Private Synthetic Data Lead to Synthetic Discoveries?

Ileana Montoya Perez, Parisa Movahedi, Valtteri Nieminen, Antti Airola, Tapio Pahikkala

CoRR, 2024

Benchmarking Evaluation Protocols for Classifiers Trained on Differentially Private Synthetic Data.

Parisa Movahedi, Valtteri Nieminen, Ileana Montoya Perez, Hiba Daafane, Dishant Sukhwal, Tapio Pahikkala, Antti Airola

IEEE Access, 2024

2023

Quicksort leave-pair-out cross-validation for ROC curve analysis.

Riikka Numminen, Ileana Montoya Perez, Ivan Jambor, Tapio Pahikkala, Antti Airola

Comput. Stat., September, 2023

Evaluating Classifiers Trained on Differentially Private Synthetic Health Data.

Parisa Movahedi, Valtteri Nieminen, Ileana Montoya Perez, Tapio Pahikkala, Antti Airola

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

2021

A Link between Coding Theory and Cross-Validation with Applications.

Tapio Pahikkala, Parisa Movahedi, Ileana Montoya Perez, Havu Miikonen, Ivan Jambor, Antti Airola, László Major

CoRR, 2021

2016

Diffusion weighted imaging of prostate cancer: Prediction of cancer using texture features from parametric maps of the monoexponential and kurtosis functions.

Ileana Montoya Perez, Jussi Toivonen, Parisa Movahedi, Harri Merisaari, Marko Pesola, Pekka Taimen, Peter J. Boström, Aida Kiviniemi, Hannu J. Aronen, Tapio Pahikkala, Ivan Jambor

Proceedings of the Sixth International Conference on Image Processing Theory, 2016