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Works (28)

The emergence of the fractal bronchial tree

2025-01-13 | Preprint
Contributors: Malte Mederacke; Kevin A. Yamauchi; Nikolaos Doumpas; Laura Schaumann; Jonathan Sperl; Thomas Weikert; D. Merrill Dane; Connie C. W. Hsia; Maurice Pradella; Jens Bremerich et al.
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Reduction in Radiologist Interpretation Time of Serial CT and MR Imaging Findings with Deep Learning Identification of Relevant Priors, Series and Finding Locations

Academic Radiology
2023-10 | Journal article
Contributors: Thomas Weikert; Harold I. Litt; William H. Moore; Mohammed Abed; Lea Azour; Abass M. Noor; Liene Friebe; Nathaniel Linna; Halid Ziya Yerebakan; Yoshihisa Shinagawa et al.
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Automated lung cancer assessment on 18F-PET/CT using Retina U-Net and anatomical region segmentation

European Radiology
2023-01-10 | Journal article
Contributors: T. Weikert; P. F. Jaeger; S. Yang; M. Baumgartner; H. C. Breit; D. J. Winkel; G. Sommer; B. Stieltjes; W. Thaiss; J. Bremerich et al.
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Natural Language Processing and Graph Theory: Making Sense of Imaging Records in a Novel Representation Frame

JMIR Medical Informatics
2022-12-21 | Journal article
Contributors: Laurent Binsfeld Gonçalves; Ivan Nesic; Marko Obradovic; Bram Stieltjes; Thomas Weikert; Jens Bremerich
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Automated Detection, Segmentation, and Classification of Pericardial Effusions on Chest CT Using a Deep Convolutional Neural Network

Diagnostics
2022-04-21 | Journal article
Contributors: Adrian Jonathan Wilder-Smith; Shan Yang; Thomas Weikert; Jens Bremerich; Philip Haaf; Martin Segeroth; Lars C. Ebert; Alexander Sauter; Raphael Sexauer
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Utilization of Artificial Intelligence–based Intracranial Hemorrhage Detection on Emergent Noncontrast CT Images in Clinical Workflow

Radiology: Artificial Intelligence
2022-03-01 | Journal article
Contributors: Muhannad Seyam; Thomas Weikert; Alexander Sauter; Alex Brehm; Marios-Nikos Psychogios; Kristine A. Blackham
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Prediction of Patient Management in COVID-19 Using Deep Learning-Based Fully Automated Extraction of Cardiothoracic CT Metrics and Laboratory Findings

Korean Journal of Radiology
2021 | Journal article
Contributors: Thomas Weikert; Saikiran Rapaka; Sasa Grbic; Thomas Re; Shikha Chaganti; David J. Winkel; Constantin Anastasopoulos; Tilo Niemann; Benedikt J. Wiggli; Jens Bremerich et al.
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Deep learning-based automated detection of pulmonary embolism on CT pulmonary angiograms: No significant effects on report communication times and patient turnaround in the emergency department nine months after technical implementation

European Journal of Radiology
2021-08 | Journal article
Contributors: Lena Schmuelling; Fabian C. Franzeck; Christian H. Nickel; Gregory Mansella; Roland Bingisser; Noemi Schmidt; Bram Stieltjes; Jens Bremerich; Alexander W. Sauter; Thomas Weikert et al.
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Evaluation of liver fibrosis and cirrhosis on the basis of quantitative T1 mapping: Are acute inflammation, age and liver volume confounding factors?

European Journal of Radiology
2021-08 | Journal article
Contributors: Hanns C. Breit; Kai T. Block; David J. Winkel; Julian E. Gehweiler; Maurice J. Henkel; Thomas Weikert; Bram Stieltjes; Daniel T. Boll; Tobias J. Heye
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Initial Experience in Developing AI Algorithms in Medical Imaging Based on Annotations Derived From an E-Learning Platform

2021-08-31 | Other
Contributors: Maurice Henkel; Hanns-Christian Breit; Patricia Wiesner; Jakob Wasserthal; Victor Parmar; Thomas Weikert; Verena Hofmann; Sebastian Eiden; Lena SchmĂĽlling; Konrad Appelt et al.
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Machine learning in cardiovascular radiology: ESCR position statement on design requirements, quality assessment, current applications, opportunities, and challenges

European Radiology
2021-06-19 | Journal article
Contributors: Thomas Weikert; Marco Francone; Suhny Abbara; Bettina Baessler; Byoung Wook Choi; Matthias Gutberlet; Elizabeth M. Hecht; Christian Loewe; Elie Mousseaux; Luigi Natale et al.
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Automated Detection of Pancreatic Cystic Lesions on CT Using Deep Learning

Diagnostics
2021-05-19 | Journal article
Contributors: Lorraine Abel; Jakob Wasserthal; Thomas Weikert; Alexander W. Sauter; Ivan Nesic; Marko Obradovic; Shan Yang; Sebastian Manneck; Carl Glessgen; Johanna M. Ospel et al.
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Automated CT Lung Density Analysis of Viral Pneumonia and Healthy Lungs Using Deep Learning-Based Segmentation, Histograms and HU Thresholds

Diagnostics
2021-04-21 | Journal article
Contributors: Andrej Romanov; Michael Bach; Shan Yang; Fabian C. Franzeck; Gregor Sommer; Constantin Anastasopoulos; Jens Bremerich; Bram Stieltjes; Thomas Weikert; Alexander Walter Sauter
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Building Large-Scale Quantitative Imaging Databases with Multi-Scale Deep Reinforcement Learning: Initial Experience with Whole-Body Organ Volumetric Analyses.

Journal of digital imaging
2021-01-19 | Journal article
Source: Self-asserted source
Thomas Weikert

Assessment of a Deep Learning Algorithm for the Detection of Rib Fractures on Whole-Body Trauma Computed Tomography

Korean Journal of Radiology
2020 | Journal article
Contributors: Thomas Weikert; Luca Andre Noordtzij; Jens Bremerich; Bram Stieltjes; Victor Parmar; Joshy Cyriac; Gregor Sommer; Alexander Walter Sauter
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Automated detection of pulmonary embolism in CT pulmonary angiograms using an AI-powered algorithm

European Radiology
2020-12-03 | Journal article
Contributors: Thomas Weikert; David J. Winkel; Jens Bremerich; Bram Stieltjes; Victor Parmar; Alexander W. Sauter; Gregor Sommer
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Lethal COVID-19: Radiologic-Pathologic Correlation of the Lungs

Radiology: Cardiothoracic Imaging
2020-12-01 | Journal article
Contributors: Maurice Henkel; Thomas Weikert; Katharina Marston; Nathalie Schwab; Gregor Sommer; Jasmin Haslbauer; Fabian Franzeck; Constantin Anastasopoulos; Bram Stieltjes; Anne Michel et al.
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Development and clinical implementation of tailored image analysis tools for COVID-19 in the midst of the pandemic: The synergetic effect of an open, clinically embedded software development platform and machine learning.

European journal of radiology
2020-08-28 | Journal article
Source: Self-asserted source
Thomas Weikert

Treatment Intensity Stratification in COVID-19 by Fully Automated Analysis of Pulmonary and Cardiovascular Metrics on Initial Chest CT using Deep Learning

2020-06-22 | Preprint
Contributors: Thomas Weikert; Saikiran Rapaka; Sasa Grbic; Thomas Re; Shikha Chaganti; David Winkel; Constantinos Anastasopoulos; Jens Bremerich; Raphael Twerenbold; Gregor Sommer et al.
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Towards automated generation of curated datasets in radiology: Application of natural language processing to unstructured reports exemplified on CT for pulmonary embolism.

European journal of radiology
2020-02-06 | Journal article
Source: Self-asserted source
Thomas Weikert

A Practical Guide to Artificial Intelligence-Based Image Analysis in Radiology.

Investigative Radiology
2020-01-01 | Journal article
Source: Self-asserted source
Thomas Weikert

Early Prediction of Treatment Response of Neuroendocrine Hepatic Metastases after Peptide Receptor Radionuclide Therapy with 90Y-DOTATOC Using Diffusion Weighted and Dynamic Contrast-Enhanced MRI

Contrast Media & Molecular Imaging
2019-11-11 | Journal article
Contributors: Thomas Weikert; Ole Christopher Maas; Tanja Haas; Markus Klarhöfer; Jens Bremerich; Flavio Forrer; Alexander Walter Sauter; Gregor Sommer
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Centralized expert HRCT Reading in suspected idiopathic pulmonary fibrosis: Experience from an Eurasian teleradiology program.

European journal of radiology
2019-10-22 | Journal article
Source: Self-asserted source
Thomas Weikert

Evaluation of an AI-Powered Lung Nodule Algorithm for Detection and 3D Segmentation of Primary Lung Tumors

Contrast Media & Molecular Imaging
2019-07-01 | Journal article
Contributors: Thomas Weikert; Tugba Akinci D’Antonoli; Jens Bremerich; Bram Stieltjes; Gregor Sommer; Alexander W. Sauter
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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.

Investigative radiology
2019-01-01 | Journal article
Source: Self-asserted source
Thomas Weikert

Towards More Structure: Comparing TNM Staging Completeness and Processing Time of Text-Based Reports versus Fully Segmented and Annotated PET/CT Data of Non-Small-Cell Lung Cancer.

Contrast media & molecular imaging
2018-11-01 | Journal article
Source: Self-asserted source
Thomas Weikert

The Spatial Relationship between Apparent Diffusion Coefficient and Standardized Uptake Value of 18F-Fluorodeoxyglucose Has a Crucial Influence on the Numeric Correlation of Both Parameters in PET/MRI of Lung Tumors.

Contrast media & molecular imaging
2017-12-17 | Journal article
Source: Self-asserted source
Thomas Weikert

The impact of a CACNA1C gene polymorphism on learning and hippocampal formation in healthy individuals: a diffusion tensor imaging study.

NeuroImage
2014-04-01 | Journal article
Source: Self-asserted source
Thomas Weikert

Peer review (7 reviews for 2 publications/grants)

Review activity for European radiology. (6)
Review activity for npj digital medicine. (1)