Ileana Montoya Perez profile picture
Ileana
Montoya Perez
Senior Researcher, Data analytics
PhD in Computer Science

Contact

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ResearchGate profile
GoogleScholar
CV.pdf
ORCID

Areas of expertise

Data analysis
Machine learning
Statistics
Databases
Web-development

Publications

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Individualised non-contrast MRI-based risk estimation and shared decision-making in men with a suspicion of prostate cancer: protocol for multicentre randomised controlled trial (multi-IMPROD V.2.0) (2022)

BMJ Open
Ettala Otto, Jambor Ivan, Perez Ileana Montoya, Seppänen Marjo, Kaipia Antti, Seikkula Heikki, Syvänen Kari T, Taimen Pekka, Verho Janne, Steiner Aida, Saunavaara Jani, Saukko Ekaterina, Löyttyniemi Eliisa, Sjoberg Daniel D, Vickers Andrew, Aronen Hannu, Boström Peter
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

The Mount Sinai Prebiopsy Risk Calculator for Predicting any Prostate Cancer and Clinically Significant Prostate Cancer: Development of a Risk Predictive Tool and Validation with Advanced Neural Networking, Prostate Magnetic Resonance Imaging Outcome Database, and European Randomized Study of Screening for Prostate Cancer Risk Calculator (2022)

European Urology Open Science
Parekh Sneha, Ratnani Parita, Falagario Ugo, Lundon Dara, Kewlani Deepshikha, Nasri Jordan, Dovey Zach, Stroumbakis Dimitrios, Ranti Daniel, Grauer Ralph, Sobotka Stanislaw, Pedraza Adriana, Wagaskar Vinayak, Mistry Lajja, Jambor Ivan, Lantz Anna, Ettala Otto, Stabile Armando, Taimen Pekka, Aronen Hannu J, Knaapila Juha, Perez Ileana Montoya, Gandaglia Giorgio, Martini Alberto, Picker Wolfgang, Haug Erik, Cormio Luigi, Nordström Tobias, Briganti Alberto, Boström Peter J, Carrieri Giuseppe, Haines Kenneth, Gorin Michael A, Wiklund Peter, Menon Mani, Tewari Ash
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

Combined Use of Prostate-specific Antigen Density and Magnetic Resonance Imaging for Prostate Biopsy Decision Planning: A Retrospective Multi-institutional Study Using the Prostate Magnetic Resonance Imaging Outcome Database (PROMOD). (2021)

European Urology Oncology
Falagario UG, Jambor I, Lantz A, Ettala O, Stabile A, Taimen P, Aronen HJ, Knaapila J, Perez IM, Gandaglia G, Fossati N, Martini A, Cucchiara V, Picker W, Haug E, Haines K, Ratnani P, Sujit N, Lewis S, Sanguedolce F, Selvaggio O, Cormio L, Macarini L, Tewari A, Nordström T, Boström PJ, Briganti A, Carrieri G
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))

Negative Predictive Value of Biparametric Prostate Magnetic Resonance Imaging in Excluding Significant Prostate Cancer: A Pooled Data Analysis Based on Clinical Data from Four Prospective, Registered Studies (2021)

European Urology Focus
Juha Knaapila, Ivan Jambor, Otto Ettala, Pekka Taimen, Janne Verho, Ileana Montoya Perez, Aida Kiviniemi, Tapio Pahikkala, Harri Merisaari, Tarja Lamminen, Jani Saunavaara, Hannu J.Aronen, Kari T.Syvänen, Peter J.Boström
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))

Detection of Prostate Cancer Using Biparametric Prostate MRI, Radiomics, and Kallikreins: A Retrospective Multicenter Study of Men With a Clinical Suspicion of Prostate Cancer (2021)

Journal of Magnetic Resonance Imaging
Perez Ileana Montoya, Merisaari Harri, Jambor Ivan, Ettala Otto, Taimen Pekka, Knaapila Juha, Kekki Henna, Khan Ferdhos L, Syrjälä Elise, Steiner Aida, Syvänen Kari T, Verho Janne, Seppänen Marjo, Rannikko Antti, Riikonen Jarno, Mirtti Tuomas, Lamminen Tarja, Saunavaara Jani, Falagario Ugo, Martini Alberto, Pahikkala Tapio, Pettersson Kim, Boström Peter J, Aronen Hannu J
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))

Prostate Cancer Risk Stratification in Men With a Clinical Suspicion of Prostate Cancer Using a Unique Biparametric MRI and Expression of 11 Genes in Apparently Benign Tissue: Evaluation Using Machine-Learning Techniques (2020)

Journal of Magnetic Resonance Imaging
Ileana Montoya Perez, Ivan Jambor, Tapio Pahikkala, Antti Airola, Harri Merisaari, Jani Saunavaara, Saeid Alinezhad, Riina-Minna Väänänen, Terhi Tallgrén, Janne Verho, Aida Kiviniemi, Otto Ettala, Juha Knaapila, Kari T. Syvänen, Markku Kallajoki, Paula Vainio, Hannu J. Aronen, Kim Pettersson, Peter J. Boström, Pekka Taimen
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))
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