Reinhard Beichel

12.4k total citations · 1 hit paper
83 papers, 7.4k citations indexed

About

Reinhard Beichel is a scholar working on Computer Vision and Pattern Recognition, Radiology, Nuclear Medicine and Imaging and Pulmonary and Respiratory Medicine. According to data from OpenAlex, Reinhard Beichel has authored 83 papers receiving a total of 7.4k indexed citations (citations by other indexed papers that have themselves been cited), including 42 papers in Computer Vision and Pattern Recognition, 37 papers in Radiology, Nuclear Medicine and Imaging and 12 papers in Pulmonary and Respiratory Medicine. Recurrent topics in Reinhard Beichel's work include Radiomics and Machine Learning in Medical Imaging (29 papers), Medical Imaging Techniques and Applications (27 papers) and Medical Image Segmentation Techniques (23 papers). Reinhard Beichel is often cited by papers focused on Radiomics and Machine Learning in Medical Imaging (29 papers), Medical Imaging Techniques and Applications (27 papers) and Medical Image Segmentation Techniques (23 papers). Reinhard Beichel collaborates with scholars based in United States, Austria and Germany. Reinhard Beichel's co-authors include Christian Bauer, Milan Sonka, John M. Buatti, Steve Pieper, Andriy Fedorov, Ron Kikinis, Julien Finet, Dominique Jennings, Jean‐Christophe Fillion‐Robin and Fiona Fennessy and has published in prestigious journals such as PLoS ONE, American Journal of Respiratory and Critical Care Medicine and Radiology.

In The Last Decade

Reinhard Beichel

83 papers receiving 7.3k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

3D Slicer as an image computing platform for the Quantitative Imaging Network

2012 5.8k citations Andriy Fedorov, Reinhard Beichel et al. Magnetic Resonance Imaging profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Reinhard Beichel United States	23	3.1k	1.8k	1.4k	1.4k	1.1k	83	7.4k
Sonia Pujol United States	15	2.8k 0.9×	1.6k 0.9×	1.1k 0.8×	1.3k 0.9×	682 0.6×	40	7.1k
James V. Miller United States	20	2.8k 0.9×	1.6k 0.9×	1.2k 0.9×	1.2k 0.9×	766 0.7×	49	7.0k
Christian Bauer United States	33	2.7k 0.9×	1.7k 1.0×	1.4k 1.0×	1.5k 1.1×	525 0.5×	83	9.5k
Stephen Aylward United States	32	4.0k 1.3×	2.3k 1.3×	1.8k 1.2×	1.5k 1.1×	1.6k 1.5×	121	9.5k
Fiona Fennessy United States	8	2.7k 0.9×	1.5k 0.9×	1.3k 0.9×	1.2k 0.9×	389 0.4×	9	6.5k
Dominique Jennings United States	12	2.9k 0.9×	1.6k 0.9×	1.2k 0.8×	1.2k 0.9×	387 0.4×	17	7.0k
Sean Ho United States	7	2.7k 0.8×	1.1k 0.6×	982 0.7×	948 0.7×	953 0.9×	13	6.7k
Rachel G. Smith United States	16	2.8k 0.9×	1.1k 0.6×	984 0.7×	948 0.7×	811 0.8×	22	7.7k
Julien Finet France	2	2.4k 0.8×	1.5k 0.8×	1.1k 0.7×	1.2k 0.8×	386 0.4×	5	5.8k
Heather C. Hazlett United States	38	3.2k 1.0×	1.1k 0.6×	1.0k 0.7×	996 0.7×	889 0.8×	90	11.2k

Countries citing papers authored by Reinhard Beichel

Since Specialization

Citations

This map shows the geographic impact of Reinhard Beichel's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Reinhard Beichel with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Reinhard Beichel more than expected).

Fields of papers citing papers by Reinhard Beichel

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Reinhard Beichel. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Reinhard Beichel. The network helps show where Reinhard Beichel may publish in the future.

Co-authorship network of co-authors of Reinhard Beichel

This figure shows the co-authorship network connecting the top 25 collaborators of Reinhard Beichel. A scholar is included among the top collaborators of Reinhard Beichel based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Reinhard Beichel. Reinhard Beichel is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Maley, Joan E., et al.. (2024). Stensen’s Duct Dynamic Anatomy Assessed with Sialography. Ear Nose & Throat Journal. 1580017795–1580017795. 1 indexed citations

Smith, Bruce A., et al.. (2023). Head and Neck Cancer Segmentation in FDG PET Images: Performance Comparison of Convolutional Neural Networks and Vision Transformers. Tomography. 9(5). 1933–1948. 6 indexed citations

Buatti, John M., et al.. (2019). Machine learning with the TCGA-HNSC dataset: improving usability by addressing inconsistency, sparsity, and high-dimensionality. BMC Bioinformatics. 20(1). 339–339. 20 indexed citations

Abston, Eric, Alejandro P. Comellas, Robert M. Reed, et al.. (2017). Higher BMI is associated with higher expiratory airflow normalised for lung volume (FEF25–75/FVC) in COPD. BMJ Open Respiratory Research. 4(1). e000231–e000231. 19 indexed citations

Fedorov, Andriy, David Clunie, Christian Bauer, et al.. (2016). DICOM for quantitative imaging biomarker development: a standards based approach to sharing clinical data and structured PET/CT analysis results in head and neck cancer research. PeerJ. 4. e2057–e2057. 57 indexed citations

Beichel, Reinhard, et al.. (2016). An approach for reducing the error rate in automated lung segmentation. Computers in Biology and Medicine. 76. 143–153. 16 indexed citations

Beichel, Reinhard, et al.. (2016). Impact of Contouring Accuracy on Expected Tumor Control Probability for Head and Neck Cancer: Semiautomated Segmentation Versus Manual Contouring. International Journal of Radiation Oncology*Biology*Physics. 96(2). E545–E545. 5 indexed citations

Adam, Ryan J., Andrew S. Michalski, Christian Bauer, et al.. (2013). Air Trapping and Airflow Obstruction in Newborn Cystic Fibrosis Piglets. American Journal of Respiratory and Critical Care Medicine. 188(12). 1434–1441. 49 indexed citations

Fedorov, Andriy, Reinhard Beichel, Jayashree Kalpathy–Cramer, et al.. (2012). 3D Slicer as an image computing platform for the Quantitative Imaging Network. Magnetic Resonance Imaging. 30(9). 1323–1341. 5750 indexed citations breakdown →

10.

Beichel, Reinhard, Marleen de Bruijne, Bram van Ginneken, et al.. (2011). The Fourth International Workshop on Pulmonary Image Analysis. Data Archiving and Networked Services (DANS). 2 indexed citations

11.

Sun, Shanhui, Christian Bauer, & Reinhard Beichel. (2011). Automated 3-D Segmentation of Lungs With Lung Cancer in CT Data Using a Novel Robust Active Shape Model Approach. IEEE Transactions on Medical Imaging. 31(2). 449–460. 143 indexed citations

12.

Bornik, Alexander, Reinhard Beichel, Ernst Kruijff, Bernhard Reitinger, & Dieter Schmalstieg. (2006). A Hybrid User Interface for Manipulation of Volumetric Medical Data. 29–36. 32 indexed citations

13.

Beichel, Reinhard & Milan Sonka. (2006). Computer Vision Approaches to Medical Image Analysis: Second International ECCV Workshop, CVAMIA 2006, Graz, Austria, May 12, 2006, Revised Papers (Lecture Notes in Computer Science). Springer eBooks. 3 indexed citations

14.

Beichel, Reinhard, et al.. (2006). Computer vision approaches to medical image analysis : second international ECCV workshop, CVAMIA 2006, Graz, Austria, May 12, 2006, revised papers. Springer eBooks. 1 indexed citations

15.

Kalkofen, Denis, Bernhard Reitinger, Petter Risholm, et al.. (2006). Integrated Medical Workflow for Augmented Reality Applications. 11 indexed citations

16.

Beichel, Reinhard & Milan Sonka. (2006). Computer Vision Approaches to Medical Image Analysis. Lecture notes in computer science. 60 indexed citations

17.

Bornik, Alexander, Bernhard Reitinger, & Reinhard Beichel. (2005). Reconstruction and Representation of Tubular Structures using Simplex Meshes. Digital Library (University of West Bohemia). 61–64. 14 indexed citations

18.

Beichel, Reinhard, Erich Sorantin, G. Werkgartner, et al.. (2004). The virtual liver surgery planning system. 5 indexed citations

19.

Beichel, Reinhard, et al.. (2002). Diaphragm dome surface segmentation in CT data sets: a 3D active appearance model approach. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 4684. 475–475. 30 indexed citations

20.

Herneth, Andreas M., Jonathan Naudé, Martin Funovics, et al.. (2002). Vertebral Metastases: Assessment with Apparent Diffusion Coefficient. Radiology. 225(3). 889–894. 104 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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