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

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Areas of expertise

Data analysis
Machine learning
Statistics
Databases
Web-development

Publications

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Finnish perspective on using synthetic health data to protect privacy: the PRIVASA project (2024)

Applied Computing and Intelligence
Pitkämäki, Tinja; Pahikkala, Tapio; Montoya Perez, Ileana; Movahedi, Parisa; Nieminen, Valtteri; Southerington, Tom; Vaiste, Juho; Jafaritadi, Mojtaba; Khan, Muhammad Irfan; Kontio, Elina; Ranttila, Pertti; Pajula, Juha; Pölönen, Harri; Degerli, Aysen; Plomp, Johan; Airola, Antti
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

Nationwide analysis of survival after radical cystectomy for bladder cancer in Finland (2023)

Acta Oncologica
Nikulainen Ilkka, Salminen Antti P., Seikkula Heikki, Högerman Mikael, Perez Ileana Montoya, Koskinen Ilmari, Sairanen Jukka, Nikkola Jussi, Murtola Teemu J., Vaarala Markku H., Jousmäki Senja, Nykopp Timo K., Isotalo Taina, Marttila Timo, Alibeto Abdiwahid, Seppänen Marjo, Palmberg Christian, Boström Peter J.
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))

Diagnosis of prostate cancer with magnetic resonance imaging in men treated with 5-alpha-reductase inhibitors (2023)

World Journal of Urology
Falagario UG, Lantz A, Jambor I, Busetto GM, Bettocchi C, Finati M, Ricapito A, Luzzago S, Ferro M, Musi G, Totaro A, Racioppi M, Carbonara U, Checcucci E, Manfredi M, D'Aietti D, Porcaro AB, Nordström T, Björnebo L, Oderda M, Soria F, Taimen P, Aronen HJ, Perez IM, Ettala O, Marchioni M, Simone G, Ferriero M, Brassetti A, Napolitano L, Carmignani L, Signorini C, Conti A, Ludovico G, Scarcia M, Trombetta C, Claps F, Traunero F, Montanari E, Boeri L, Maggi M, Del Giudice F, Bove P, Forte V, Ficarra V, Rossanese M, Mucciardi G, Pagliarulo V, Tafuri A, Mirone V, Schips L, Antonelli A, Gontero P, Cormio L, Sciarra A, Porpiglia F, Bassi P, Ditonno P, Bostrom PJ, Messina E, Panebianco V, De Cobelli O, Carrieri G, PROMOD Study Grp
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))

Predicting the Need for Biopsy to Detect Clinically Significant Prostate Cancer in Patients with a Magnetic Resonance Imaging–detected Prostate Imaging Reporting and Data System/Likert ≥3 Lesion: Development and Multinational External Validation of the Imperial Rapid Access to Prostate Imaging and Diagnosis Risk Score (2022)

European Urology
Peters Max, Eldred-Evans David, Kurver Piet, Falagario Ugo Giovanni, Connor Martin J., Shah Taimur T., Verhoeff Joost J.C., Taimen Pekka, Aronen Hannu J., Knaapila Juha, Montoya Perez Ileana, Ettala Otto, Stabile Armando, Gandaglia Giorgio, Fossati Nicola, Martini Alberto, Cucchiara Vito, Briganti Alberto, Lantz Anna, Picker Wolfgang, Haug Erik Skaaheim, Nordström Tobias, Tanaka Mariana Bertoncelli, Reddy Deepika, Bass Edward, van Rossum Peter S.N., Wong Kathie, Tam Henry, Winkler Mathias, Gordon Stephen, Qazi Hasan, Boström Peter J., Jambor Ivan, Ahmed Hashim U.
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

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 )