Winkel DJ - Search Results

1

Prediction of Patient Management in COVID-19 Using Deep Learning-Based Fully Automated Extraction of Cardiothoracic CT Metrics and Laboratory Findings.

Weikert T, Rapaka S, Grbic S, Re T, Chaganti S, Winkel DJ, Anastasopoulos C, Niemann T, Wiggli BJ, Bremerich J, Twerenbold R, Sommer G, Comaniciu D, Sauter AW. Weikert T, et al. Among authors: winkel dj. Korean J Radiol. 2021 Jun;22(6):994-1004. doi: 10.3348/kjr.2020.0994. Epub 2021 Feb 24. Korean J Radiol. 2021. PMID: 33686818 Free PMC article.

2

Simultaneous assessment of vascular distensibility and vessel wall area at coronary, carotid, and aortic level in diabetic patients using CMR: detection of vascular remodeling.

Winkel DJ, Stoiber L, Xiong T, Stuber M, Hays AG, Plöckinger U, Doeblin P, Stehning C, Kelle S. Winkel DJ, et al. Am J Cardiovasc Dis. 2023 Apr 15;13(2):73-86. eCollection 2023. Am J Cardiovasc Dis. 2023. PMID: 37213319 Free PMC article.

3

Evaluation of an AI-Based Detection Software for Acute Findings in Abdominal Computed Tomography Scans: Toward an Automated Work List Prioritization of Routine CT Examinations.

Winkel DJ, Heye T, Weikert TJ, Boll DT, Stieltjes B. Winkel DJ, et al. Invest Radiol. 2019 Jan;54(1):55-59. doi: 10.1097/RLI.0000000000000509. Invest Radiol. 2019. PMID: 30199417

4

Validation of a fully automated liver segmentation algorithm using multi-scale deep reinforcement learning and comparison versus manual segmentation.

Winkel DJ, Weikert TJ, Breit HC, Chabin G, Gibson E, Heye TJ, Comaniciu D, Boll DT. Winkel DJ, et al. Eur J Radiol. 2020 May;126:108918. doi: 10.1016/j.ejrad.2020.108918. Epub 2020 Mar 5. Eur J Radiol. 2020. PMID: 32171914

5

High spatiotemporal resolution dynamic contrast-enhanced MRI improves the image-based discrimination of histopathology risk groups of peripheral zone prostate cancer: a supervised machine learning approach.

Winkel DJ, Breit HC, Block TK, Boll DT, Heye TJ. Winkel DJ, et al. Eur Radiol. 2020 Sep;30(9):4828-4837. doi: 10.1007/s00330-020-06849-y. Epub 2020 Apr 23. Eur Radiol. 2020. PMID: 32328763

6

Automated detection of pulmonary embolism in CT pulmonary angiograms using an AI-powered algorithm.

Weikert T, Winkel DJ, Bremerich J, Stieltjes B, Parmar V, Sauter AW, Sommer G. Weikert T, et al. Among authors: winkel dj. Eur Radiol. 2020 Dec;30(12):6545-6553. doi: 10.1007/s00330-020-06998-0. Epub 2020 Jul 3. Eur Radiol. 2020. PMID: 32621243

7

Autonomous Detection and Classification of PI-RADS Lesions in an MRI Screening Population Incorporating Multicenter-Labeled Deep Learning and Biparametric Imaging: Proof of Concept.

Winkel DJ, Wetterauer C, Matthias MO, Lou B, Shi B, Kamen A, Comaniciu D, Seifert HH, Rentsch CA, Boll DT. Winkel DJ, et al. Diagnostics (Basel). 2020 Nov 14;10(11):951. doi: 10.3390/diagnostics10110951. Diagnostics (Basel). 2020. PMID: 33202680 Free PMC article.

8

Building Large-Scale Quantitative Imaging Databases with Multi-Scale Deep Reinforcement Learning: Initial Experience with Whole-Body Organ Volumetric Analyses.

Winkel DJ, Breit HC, Weikert TJ, Stieltjes B. Winkel DJ, et al. J Digit Imaging. 2021 Feb;34(1):124-133. doi: 10.1007/s10278-020-00398-y. Epub 2021 Jan 19. J Digit Imaging. 2021. PMID: 33469724 Free PMC article.

9

A Novel Deep Learning Based Computer-Aided Diagnosis System Improves the Accuracy and Efficiency of Radiologists in Reading Biparametric Magnetic Resonance Images of the Prostate: Results of a Multireader, Multicase Study.

Winkel DJ, Tong A, Lou B, Kamen A, Comaniciu D, Disselhorst JA, Rodríguez-Ruiz A, Huisman H, Szolar D, Shabunin I, Choi MH, Xing P, Penzkofer T, Grimm R, von Busch H, Boll DT. Winkel DJ, et al. Invest Radiol. 2021 Oct 1;56(10):605-613. doi: 10.1097/RLI.0000000000000780. Invest Radiol. 2021. PMID: 33787537

10

Evaluation of liver fibrosis and cirrhosis on the basis of quantitative T1 mapping: Are acute inflammation, age and liver volume confounding factors?

Breit HC, Block KT, Winkel DJ, Gehweiler JE, Henkel MJ, Weikert T, Stieltjes B, Boll DT, Heye TJ. Breit HC, et al. Among authors: winkel dj. Eur J Radiol. 2021 Aug;141:109789. doi: 10.1016/j.ejrad.2021.109789. Epub 2021 May 23. Eur J Radiol. 2021. PMID: 34051684 Free article.

Save citations to file

Email citations

Send citations to clipboard

Add to Collections

Add to My Bibliography

Create a file for external citation management software

Your saved search

Your RSS Feed

My Custom Filters

Publication date

Text availability

Article attribute

Article type

Article Language

Species

Sex

Age

Other

42 results

Search Page

Filters