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Education and qualifications (3)

Turun Yliopisto: Turku, FI

2014-11-28 to present | PhD student in Computer Science (Information Technology)
Education
Source: Self-asserted source
Ileana Montoya Perez

Turun Yliopisto: Turku, FI

2010-08-25 to 2014-04-03 | MSc. in Information Technology (Information Technology)
Education
Source: Self-asserted source
Ileana Montoya Perez

Universidad del Norte: Barranquilla, CO

1995-01-15 to 2000-09-22 | Systems Engineer (Systems Engineering)
Education
Source: Self-asserted source
Ileana Montoya Perez

Works (39)

Benchmarking Evaluation Protocols for Classifiers Trained on Differentially Private Synthetic Data

IEEE Access
2024 | Journal article
Contributors: Parisa Movahedi; Valtteri Nieminen; Ileana Montoya Perez; Hiba Daafane; Dishant Sukhwal; Tapio Pahikkala; Antti Airola
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Crossref
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Diagnosis of prostate cancer with magnetic resonance imaging in men treated with 5-alpha-reductase inhibitors

2023-10-03 | Journal article
OTHER-ID:

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WOSUID:

001079688300002

Contributors: Falagario UG; Lantz A; Jambor I; Busetto GM; Bettocchi C; Finati M; Ricapito A; Luzzago S; Ferro M; Musi G et al.
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University of Turku

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

2023-06-27 | Journal article
OTHER-ID:

cf9a88c4-519c-41c9-80dc-648e76ad5dd9

WOSUID:

001015905400001

Source: check_circle
University of Turku

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

2022-10-06 | Journal article
OTHER-ID:

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WOSUID:

000864580500001

Contributors: Numminen Riikka; Montoya Perez Ileana; Jambor Ivan; Pahikkala Tapio; Airola Antti
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University of Turku

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

2022-07-01 | Journal article
OTHER-ID:

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WOSUID:

000832966100006

Source: check_circle
University of Turku

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)

2022-04-01 | Journal article
OTHER-ID:

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WOSUID:

000783842400016

Contributors: Ettala Otto; Jambor Ivan; Perez Ileana Montoya; Seppänen Marjo; Kaipia Antti; Seikkula Heikki; Syvänen Kari T; Taimen Pekka; Verho Janne; Steiner Aida et al.
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University of Turku

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

Journal of Magnetic Resonance Imaging
2022-02 | Journal article
Contributors: Ileana Montoya Perez; Harri Merisaari; Ivan Jambor; Otto Ettala; Pekka Taimen; Juha Knaapila; Henna Kekki; Ferdhos L. Khan; Elise Syrjälä; Aida Steiner et al.
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Added value of systematic biopsy in men with a clinical suspicion of prostate cancer undergoing biparametric MRI-targeted biopsy: multi-institutional external validation study

World Journal of Urology
2021-06-10 | Journal article
Contributors: Ugo Falagario; Ivan Jambor; Pekka Taimen; Kari T. Syvänen; Esa Kähkönen; Harri Merisaari; Ileana Montoya Perez; Juha Knaapila; Aida Steiner; Janne Verho et al.
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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

European Urology Focus
2021-05 | Journal article
Contributors: Juha Knaapila; Ivan Jambor; Otto Ettala; Pekka Taimen; Janne Verho; Ileana Montoya Perez; Aida Kiviniemi; Tapio Pahikkala; Harri Merisaari; Tarja Lamminen et al.
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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).

2020-09-21 | Journal article
OTHER-ID:

2c49dc74-28b3-4a9a-ba28-47add5039aae

WOSUID:

000756435600015

Contributors: Falagario UG; Jambor I; Lantz A; Ettala O; Stabile A; Taimen P; Aronen HJ; Knaapila J; Perez IM; Gandaglia G et al.
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University of Turku

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

Journal of Magnetic Resonance Imaging
2020-05 | Journal article
Contributors: Ileana Montoya Perez; Ivan Jambor; Tapio Pahikkala; Antti Airola; Harri Merisaari; Jani Saunavaara; Saeid Alinezhad; Riina‐Minna Väänänen; Terhi Tallgrén; Janne Verho et al.
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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)

Journal of Magnetic Resonance Imaging
2020-05 | Journal article
Contributors: Ileana Montoya Perez; Ivan Jambor; Tommi Kauko; Janne Verho; Otto Ettala; Ugo Falagario; Harri Merisaari; Aida Kiviniemi; Pekka Taimen; Kari T. Syvänen et al.
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Prediction of biochemical recurrence in prostate cancer patients who underwent prostatectomy using routine clinical prostate multiparametric MRI and decipher genomic score

Journal of Magnetic Resonance Imaging
2020-04 | Journal article
Contributors: Ivan Jambor; Ugo Falagario; Parita Ratnani; Ileana Montoya Perez; Kadir Demir; Harri Merisaari; Stanislaw Sobotka; George K. Haines; Alberto Martini; Alp Tuna Beksac et al.
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Tournament leave-pair-out cross-validation for receiver operating characteristic analysis

Statistical Methods in Medical Research
2019-11 | Journal article
Contributors: Ileana Montoya Perez; Antti Airola; Peter J Boström; Ivan Jambor; Tapio Pahikkala
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Radiomics and machine learning of multisequence multiparametric prostate MRI: Towards improved non-invasive prostate cancer characterization

PLOS ONE
2019-07-08 | Journal article
Contributors: Jussi Toivonen; Kathryn L. Penney; Ileana Montoya Perez; Parisa Movahedi; Harri Merisaari; Marko Pesola; Pekka Taimen; Peter J. Boström; Jonne Pohjankukka; Aida Kiviniemi et al.
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Validation of IMPROD biparametric MRI in men with clinically suspected prostate cancer: A prospective multi-institutional trial

PLOS Medicine
2019-06-03 | Journal article
Contributors: Ivan Jambor; Ricky W. Johnstone; Janne Verho; Otto Ettala; Juha Knaapila; Pekka Taimen; Kari T. Syvänen; Aida Kiviniemi; Esa Kähkönen; Ileana Montoya Perez et al.
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Correlation between 18F-1-amino-3-fluorocyclobutane-1-carboxylic acid (18F-fluciclovine) uptake and expression of alanine-serine-cysteine-transporter 2 (ASCT2) and L-type amino acid transporter 1 (LAT1) in primary prostate cancer

2019-05-31 | Journal article
OTHER-ID:

cc8ac328-92d5-4a5c-ab66-0df7af204af1

WOSUID:

000469876500001

Source: check_circle
University of Turku

Luminometric label array for quantification of metal ions in drinking water – Comparison to human taste panel

Microchemical Journal
2019-03 | Journal article
Contributors: Tanja Seppälä; Tuuli Ruponen; Mari Sandell; Parisa Movahedi; Ileana Montoya Perez; Leo Lepistö; Oskar Laaksonen; Tapio Pahikkala; Harri Härmä; Sari Pihlasalo
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Adverse Events During Neoadjuvant Chemotherapy for Muscle Invasive Bladder Cancer

Journal article
OTHER-ID:

dbae37a5-dabf-4297-a70d-94717b90953a

WOSUID:

000505804400003

Contributors: Salminen Antti P; Montoya Perez Ileana; Klén Riku; Ettala Otto O; Syvänen Kari T; Elo Laura L; Boström Peter J
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University of Turku

Assessment of metal ion concentration in water with structured feature selection

Journal article
OTHER-ID:

cddf4b87-300b-4aec-a66d-9a71d53a40c1

WOSUID:

000408597300120

Contributors: Naula P; Airola A; Pihlasalo S; Perez IM; Salakoski T; Pahikkala T
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University of Turku

Awareness of Smoking as a Risk Factor in Bladder Cancer: Results from the Prospective FinnBladder 9 Trial

Journal article
OTHER-ID:

b3fd99cc-4714-47ae-b44a-4a05bbd20bb8

WOSUID:

000922586200016

Source: check_circle
University of Turku

Data analysis with limited data availability: prostate cancer prediction and characterization as a case study

Other
OTHER-ID:

735fb78b-48bc-43ed-aeee-0aa5d34b8f57

Contributors: Montoya Perez; Ileana
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University of Turku

Diffusion Weighted Imaging of Prostate Cancer: Prediction of Cancer using Texture Features from Parametric Maps of the Monoexponential and Kurtosis functions

Other
OTHER-ID:

b826fe55-3853-4fe1-8c01-7462a2f24d3d

WOSUID:

000393589800045

Source: check_circle
University of Turku

Does Differentially Private Synthetic Data Lead to Synthetic Discoveries?

Other
OTHER-ID:

efe66784-69e6-4bcc-af43-7c09ec7a7d8f

Source: check_circle
University of Turku

Evaluating Classifiers Trained on Differentially Private Synthetic Health Data

Other
OTHER-ID:

12a05f71-5460-4f4a-9492-de00564496f2

Source: check_circle
University of Turku

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

Other
OTHER-ID:

3a3a9e3e-43fb-4faa-bb4a-7c5fcb961fa3

Source: check_circle
University of Turku

Fitting methods for intravoxel incoherent motion imaging of prostate cancer on region of interest level: Repeatability and gleason score prediction

Journal article
OTHER-ID:

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WOSUID:

000397407800035

Source: check_circle
University of Turku

Impact of biparametric prebiopsy prostate magnetic resonance imaging on the diagnostics of clinically significant prostate cancer in biopsy naïve men

Journal article
OTHER-ID:

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WOSUID:

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Contributors: Knaapila J; Autio V; Jambor I; Ettala O; Verho J; Kiviniemi A; Taimen P; Perez IM; Aronen HJ; Syvänen KT et al.
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University of Turku

IMPROD biparametric MRI in men with a clinical suspicion of prostate cancer (IMPROD Trial): Sensitivity for prostate cancer detection in correlation with whole-mount prostatectomy sections and implications for focal therapy

Journal article
OTHER-ID:

b1648368-fc65-4942-a214-d4e03ce8dca1

WOSUID:

000490258000028

Source: check_circle
University of Turku

Lectin-nanoparticle concept for free PSA glycovariant providing superior cancer specificity

Journal article
OTHER-ID:

32c041fb-a6e6-44c5-8d00-e0ff1d7512e6

WOSUID:

001288147900001

Source: check_circle
University of Turku

Luminometric Label Array for Quantification and Identification of Metal Ions

Journal article
OTHER-ID:

990cfd3d-006e-4cb8-ba0d-dffb4d951ac6

WOSUID:

000376223500036

Contributors: Pihlasalo S; Perez IM; Hollo N; Hokkanen E; Pahikkala T; Harma H
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University of Turku

Neoadjuvant Chemotherapy Does Not Increase the Morbidity of Radical Cystectomy: A 10-year Retrspective Nationwide Study

Journal article
OTHER-ID:

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WOSUID:

000474602400013

Contributors: Salminen AP; Koskinen Ilmari; Perez Ileana Montoya; Hurme Saija; Murtola Teemu J; Vaarala Markku H; Nykopp Timo K; Seppänen M; Isotalo T; Marttila T et al.
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University of Turku

Novel Biparametric MRI and Targeted Biopsy Improves Risk Stratification in Men With a Clinical Suspicion of Prostate Cancer (IMPROD Trial)

Journal article
OTHER-ID:

ee3887e0-c06f-4da5-ab99-a4f69282374e

WOSUID:

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Contributors: Jambor I; Bostrom PJ; Taimen P; Syvanen K; Kahkonen E; Kallajoki M; Perez IM; Kauko T; Matomaki J; Ettala O et al.
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University of Turku

Prebiopsy IMPROD Biparametric Magnetic Resonance Imaging Combined with Prostate-Specific Antigen Density in the Diagnosis of Prostate Cancer: An External Validation Study

Journal article
OTHER-ID:

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Contributors: Knaapila J; Jambor I; Perez IM; Ettala O; Taimen P; Verho J; Kiviniemi A; Pahikkala T; Merisaari H; Lamminen T et al.
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University of Turku

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

Journal article
OTHER-ID:

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WOSUID:

000883253600009

Source: check_circle
University of Turku

Prediction of prostate cancer aggressiveness using 18 F-Fluciclovine (FACBC) PET and multisequence multiparametric MRI

Journal article
OTHER-ID:

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WOSUID:

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Contributors: Movahedi P; Merisaari H; Perez IM; Taimen P; Kemppainen J; Kuisma A; Eskola O; Teuho J; Saunavaara J; Pesola M et al.
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University of Turku

Prospective evaluation of 18F-FACBC PET/CT and PET/MRI versus multiparametric MRI in intermediate- to high-risk prostate cancer patients (FLUCIPRO trial)

Journal article
OTHER-ID:

bda2e78e-36ed-4424-8208-f5f6b1188893

WOSUID:

000423396800005

Source: check_circle
University of Turku

Stratification of aggressive prostate cancer from indolent disease-Prospective controlled trial utilizing expression of 11 genes in apparently benign tissue

Journal article
OTHER-ID:

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WOSUID:

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Contributors: Alinezhad S; Vaananen RM; Tallgren T; Perez IM; Jambor I; Aronen H; Kahkonen E; Ettala O; Syvanen K; Nees M et al.
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University of Turku

Symptoms and diagnostic delays in bladder cancer with high risk of recurrence: results from a prospective FinnBladder 9 trial

Journal article
OTHER-ID:

2182e2ec-5a37-4df1-950a-35972febca28

WOSUID:

000525866600022

Source: check_circle
University of Turku

Peer review (4 reviews for 2 publications/grants)

Review activity for Cognitive neurodynamics. (1)
Review activity for European radiology. (3)