Barış Türkbey

Research interests

Publications

• Federated learning for predicting clinical outcomes in patients with COVID-19

  Nature Medicine · 2021 · https://doi.org/10.1038/s41591-021-01506-3

• Federated semi-supervised learning for COVID region segmentation in chest CT using multi-national data from China, Italy, Japan

  Medical Image Analysis · 2021 · 10.1016/j.media.2021.101992

• MRI-Targeted, Systematic, and Combined Biopsy for Prostate Cancer Diagnosis

  New England Journal of Medicine · 2020 · https://doi.org/10.1056/nejmoa1910038

• Artificial intelligence for the detection of COVID-19 pneumonia on chest CT using multinational datasets

  Nature Communications · 2020 · 10.1038/s41467-020-17971-2

• Generalizing Deep Learning for Medical Image Segmentation to Unseen Domains via Deep Stacked Transformation

  IEEE Transactions on Medical Imaging · 2020 · 10.1109/tmi.2020.2973595

• Variability of the Positive Predictive Value of PI-RADS for Prostate MRI across 26 Centers: Experience of the Society of Abdominal Radiology Prostate Cancer Disease-focused Panel

  Radiology · 2020 · 10.1148/radiol.2020190646

• A Grading System for the Assessment of Risk of Extraprostatic Extension of Prostate Cancer at Multiparametric MRI

  Radiology · 2019 · 10.1148/radiol.2018181278

• Update of the Standard Operating Procedure on the Use of Multiparametric Magnetic Resonance Imaging for the Diagnosis, Staging and Management of Prostate Cancer

  The Journal of Urology · 2019 · 10.1097/ju.0000000000000617

• Prostate Imaging Reporting and Data System Version 2.1: 2019 Update of Prostate Imaging Reporting and Data System Version 2

  European Urology · 2019 · https://doi.org/10.1016/j.eururo.2019.02.033

• PI-RADS Steering Committee: The PI-RADS Multiparametric MRI and MRI-directed Biopsy Pathway

  Radiology · 2019 · 10.1148/radiol.2019182946

• Prostate Imaging-Reporting and Data System Steering Committee: PI-RADS v2 Status Update and Future Directions

  European Urology · 2018 · 10.1016/j.eururo.2018.05.035

• What Are We Missing? False-Negative Cancers at Multiparametric MR Imaging of the Prostate

  Radiology · 2017 · 10.1148/radiol.2017152877

• Reporting Magnetic Resonance Imaging in Men on Active Surveillance for Prostate Cancer: The PRECISE Recommendations—A Report of a European School of Oncology Task Force

  European Urology · 2016 · 10.1016/j.eururo.2016.06.011

• Interobserver Reproducibility of the PI-RADS Version 2 Lexicon: A Multicenter Study of Six Experienced Prostate Radiologists

  Radiology · 2016 · 10.1148/radiol.2016152542

• Prostate Cancer: Interobserver Agreement and Accuracy with the Revised Prostate Imaging Reporting and Data System at Multiparametric MR Imaging

  Radiology · 2015 · 10.1148/radiol.2015142818

• Comparison of MR/Ultrasound Fusion–Guided Biopsy With Ultrasound-Guided Biopsy for the Diagnosis of Prostate Cancer

  JAMA · 2015 · https://doi.org/10.1001/jama.2014.17942

• Magnetic Resonance Imaging/Ultrasound–Fusion Biopsy Significantly Upgrades Prostate Cancer Versus Systematic 12-core Transrectal Ultrasound Biopsy

  European Urology · 2013 · 10.1016/j.eururo.2013.05.059

• Standards of Reporting for MRI-targeted Biopsy Studies (START) of the Prostate: Recommendations from an International Working Group

  European Urology · 2013 · 10.1016/j.eururo.2013.03.030

• Multiparametric Magnetic Resonance Imaging and Ultrasound Fusion Biopsy Detect Prostate Cancer in Patients with Prior Negative Transrectal Ultrasound Biopsies

  The Journal of Urology · 2012 · 10.1016/j.juro.2012.08.025

• Overview of Dynamic Contrast-Enhanced MRI in Prostate Cancer Diagnosis and Management

  American Journal of Roentgenology · 2012 · 10.2214/ajr.12.8510

• Magnetic Resonance Imaging/Ultrasound Fusion Guided Prostate Biopsy Improves Cancer Detection Following Transrectal Ultrasound Biopsy and Correlates With Multiparametric Magnetic Resonance Imaging

  The Journal of Urology · 2011 · 10.1016/j.juro.2011.05.078

• Multiparametric 3T Prostate Magnetic Resonance Imaging to Detect Cancer: Histopathological Correlation Using Prostatectomy Specimens Processed in Customized Magnetic Resonance Imaging Based Molds

  The Journal of Urology · 2011 · 10.1016/j.juro.2011.07.013

• Prostate Cancer: Value of Multiparametric MR Imaging at 3 T for Detection—Histopathologifc Correlation

  Radiology · 2010 · 10.1148/radiol.09090475

• Is Apparent Diffusion Coefficient Associated with Clinical Risk Scores for Prostate Cancers that Are Visible on 3-T MR Images?

  Radiology · 2010 · 10.1148/radiol.10100667

• Real-time MRI-TRUS fusion for guidance of targeted prostate biopsies

  Computer Aided Surgery · 2008 · 10.3109/10929080802364645

Current projects

No projects listed.