Ileana Montoya Perez
 PhD in Computer Science

Senior Researcher,  Data-analytiikka (Department of Computing) iimope@utu.fi Office: 452B ORCID identifier: https://orcid.org/0000-0002-9744-9204 CV.pdf ResearchGate profile GoogleScholar

Publications

  

  

  

4 of 5

  

  

  

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• Prebiopsy IMPROD Biparametric Magnetic Resonance Imaging Combined with Prostate-Specific Antigen Density in the Diagnosis of Prostate Cancer: An External Validation Study  (2019)  
  • European Urology Oncology
   Knaapila J, Jambor I, Perez IM, Ettala O, Taimen P, Verho J, Kiviniemi A, Pahikkala T, Merisaari H, Lamminen T, Saunavaara J, Aronen HJ, Syvänen KT, Boström PJ
  (A1 Refereed original research article in a scientific journal)

  
  

• Prediction of biochemical recurrence in prostate cancer patients who underwent prostatectomy using routine clinical prostate multiparametric MRI and decipher genomic score  (2019)  
  • Journal of Magnetic Resonance Imaging
   Jambor I, Falagario U, Ratnani P, Perez IM, Demir K, Merisaari H, Sobotka S, Haines GK, Martini A, Beksac AT, Lewis S, Pahikkala T, Wiklund P, Nair S, Tewari A
  (A1 Refereed original research article in a scientific journal)

  
  

• Qualitative and Quantitative Reporting of a Unique Biparametric MRI: Towards Biparametric MRI-Based Nomograms for Prediction of Prostate Biopsy Outcome in Men With a Clinical Suspicion of Prostate Cancer (IMPROD and MULTI-IMPROD Trials)  (2019)  
  • Journal of Magnetic Resonance Imaging
   Perez IM, Jambor I, Kauko T, Verho J, Ettala O, Falagario U, Merisaari H, Kiviniemi A, Taimen P, Syvänen KT, Knaapila J, Seppänen M, Rannikko A, Riikonen J, Kallajoki M, Mirtti T, Lamminen T, Saunavaara J, Pahikkala T, Boström PJ, Aronen HJ
  (A1 Refereed original research article in a scientific journal)

  
  

• Radiomics and machine learning of multisequence multiparametric prostate MRI: Towards improved non-invasive prostate cancer characterization  (2019)  
  • PLoS ONE
   Jussi Toivonen, Ileana Montoya Perez, Parisa Movahedi, Harri Merisaari, Marko Pesola, Pekka Taimen, Peter J. Boström, Jonne Pohjankukka, Aida Kiviniemi, Tapio Pahikkala, Hannu J. Aronen, Ivan Jambor
  (A1 Refereed original research article in a scientific journal)

  
  

• Tournament leave-pair-out cross-validation for receiver operating characteristic analysis  (2019)  
  • Statistical Methods in Medical Research
   Montoya Perez I., Airola A., Boström P., Jambor I., Pahikkala T.
  (A1 Refereed original research article in a scientific journal)

  
  

• Validation of IMPROD biparametric MRI in men with clinically suspected prostate cancer: A prospective multi-institutional trial  (2019)  
  • PLoS Medicine
   Ivan Jambor, Janne Verho, Otto Ettala, Juha Knaapila, Pekka Taimen, Kari T. Syvänen, Aida Kiviniemi, Esa Kähkönen, Ileana Montoya Perez, Marjo Seppänen, Antti Rannikko, Outi Oksanen, Jarno Riikonen, Sanna Mari Vimpeli, Tommi Kauko, Harri Merisaari, Markku Kallajoki, Tuomas Mirtti, Tarja Lamminen, Jani Saunavaara, Hannu J. Aronen, Peter J. Boström
  (A1 Refereed original research article in a scientific journal)

  
  

• Neoadjuvant Chemotherapy Does Not Increase the Morbidity of Radical Cystectomy: A 10-year Retrspective Nationwide Study  (2018)  
  • European Urology Oncology
   Salminen AP, Koskinen Ilmari, Perez Ileana Montoya, Hurme Saija, Murtola Teemu J, Vaarala Markku H, Nykopp Timo K, Seppänen M, Isotalo T, Marttila T, Levomäki L, Becker Sebastian, Anttinen Mikael, Liukkonen Tapani, Säily Matti, Pogodin-Hannolainen Dimitri, Viitanen Jouko, Palmberg Christian, Ottelin Juhani, Sairanen Jukka, Ettala Otto O, Boström Peter J
  (A1 Refereed original research article in a scientific journal)

  
  

• Prospective evaluation of 18F-FACBC PET/CT and PET/MRI versus multiparametric MRI in intermediate- to high-risk prostate cancer patients (FLUCIPRO trial)  (2018)  
  • European Journal of Nuclear Medicine and Molecular Imaging
   Jambor I, Kuisma A, Kähkönen E, Kemppainen J, Merisaari H, Eskola O, Teuho J, Perez IM, Pesola M, Aronen HJ, Boström PJ, Taimen P, Minn H
  (A1 Refereed original research article in a scientific journal)

  
  

• Assessment of metal ion concentration in water with structured feature selection  (2017)  
  • Chemosphere
   Naula P, Airola A, Pihlasalo S, Perez IM, Salakoski T, Pahikkala T
  (A1 Refereed original research article in a scientific journal)

  
  

• Fitting methods for intravoxel incoherent motion imaging of prostate cancer on region of interest level: Repeatability and gleason score prediction  (2017)  
  • Magnetic Resonance in Medicine
   Harri Merisaari, Parisa Movahedi, Ileana M. Perez, Jussi Toivonen, Marko Pesola, Pekka Taimen, Peter J. Boström, Tapio Pahikkala, Aida Kiviniemi, Hannu J. Aronen, Ivan Jambor
  (A1 Refereed original research article in a scientific journal)