H-Index & Metrics Top Publications

H-Index & Metrics

Discipline name H-index Citations Publications World Ranking National Ranking
Computer Science H-index 55 Citations 13,104 396 World Ranking 2107 National Ranking 94

Overview

What is he best known for?

The fields of study he is best known for:

  • Artificial intelligence
  • Computer vision
  • Optics

His primary areas of study are Artificial intelligence, Computer vision, Optical coherence tomography, Segmentation and Image quality. His Artificial intelligence study which covers Pattern recognition that intersects with Radiology. His Computer vision research is multidisciplinary, incorporating elements of Fundus and Medical imaging.

His Optical coherence tomography study combines topics from a wide range of disciplines, such as Retinal and Optic nerve. His Segmentation study integrates concerns from other disciplines, such as Classifier, Gesture, Gesture recognition and Time-of-flight camera. His work deals with themes such as Fluoroscopy, Speckle noise, Quality assessment and Scanner, which intersect with Image quality.

His most cited work include:

  • Split-spectrum amplitude-decorrelation angiography with optical coherence tomography (1178 citations)
  • Comparison and Evaluation of Methods for Liver Segmentation From CT Datasets (698 citations)
  • Quantitative optical coherence tomography angiography of vascular abnormalities in the living human eye (438 citations)

What are the main themes of his work throughout his whole career to date?

Joachim Hornegger mainly focuses on Artificial intelligence, Computer vision, Iterative reconstruction, Imaging phantom and Image quality. His Artificial intelligence study frequently draws parallels with other fields, such as Pattern recognition. His Computer vision study frequently draws connections to other fields, such as Noise.

His studies in Iterative reconstruction integrate themes in fields like Algorithm, Tomography, Nuclear medicine and Computed tomography. Many of his studies on Nuclear medicine involve topics that are commonly interrelated, such as Perfusion scanning. Joachim Hornegger studies Image segmentation which is a part of Segmentation.

He most often published in these fields:

  • Artificial intelligence (55.91%)
  • Computer vision (47.64%)
  • Iterative reconstruction (15.03%)

What were the highlights of his more recent work (between 2014-2020)?

  • Artificial intelligence (55.91%)
  • Computer vision (47.64%)
  • Imaging phantom (11.49%)

In recent papers he was focusing on the following fields of study:

Joachim Hornegger mainly investigates Artificial intelligence, Computer vision, Imaging phantom, Projection and Iterative reconstruction. His Artificial intelligence study combines topics in areas such as Fluoroscopy, Computed tomography and Pattern recognition. His work carried out in the field of Computer vision brings together such families of science as Detector and Compressed sensing.

As a part of the same scientific family, Joachim Hornegger mostly works in the field of Imaging phantom, focusing on Algorithm and, on occasion, Mathematical optimization. His Iterative reconstruction research incorporates elements of Iterative method, Noise and Cone beam computed tomography. The study incorporates disciplines such as Image sensor, Image processing, Nuclear medicine, Image registration and Truncation in addition to Image quality.

Between 2014 and 2020, his most popular works were:

  • Quantitative optical coherence tomography angiography of vascular abnormalities in the living human eye (438 citations)
  • Choroidal Neovascularization Analyzed on Ultrahigh-Speed Swept-Source Optical Coherence Tomography Angiography Compared to Spectral-Domain Optical Coherence Tomography Angiography (108 citations)
  • Multi-Scale Deep Reinforcement Learning for Real-Time 3D-Landmark Detection in CT Scans (105 citations)

In his most recent research, the most cited papers focused on:

  • Artificial intelligence
  • Computer vision
  • Statistics

His scientific interests lie mostly in Artificial intelligence, Computer vision, Iterative reconstruction, Optical coherence tomography and Deep learning. His Artificial intelligence research includes themes of Computed tomography and Pattern recognition. His specific area of interest is Computer vision, where Joachim Hornegger studies Projection.

His Iterative reconstruction research integrates issues from Image quality, Iterative method, Triangulation and Catheter. His Optical coherence tomography research is multidisciplinary, relying on both Tomography and Angiography. Joachim Hornegger has researched Deep learning in several fields, including Feature, Curse of dimensionality, Feature learning, Feature extraction and Reinforcement learning.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Top Publications

Split-spectrum amplitude-decorrelation angiography with optical coherence tomography

Yali Jia;Ou Tan;Jason Tokayer;Benjamin Potsaid.
Optics Express (2012)

1314 Citations

Comparison and Evaluation of Methods for Liver Segmentation From CT Datasets

T. Heimann;B. van Ginneken;M.A. Styner;Y. Arzhaeva.
IEEE Transactions on Medical Imaging (2009)

836 Citations

Quantitative optical coherence tomography angiography of vascular abnormalities in the living human eye

Yali Jia;Steven T. Bailey;Thomas S. Hwang;Scott M. McClintic.
Proceedings of the National Academy of Sciences of the United States of America (2015)

544 Citations

Glaucoma risk index: Automated glaucoma detection from color fundus images

Rüdiger Bock;Jörg Meier;László G. Nyúl;Joachim Hornegger.
Medical Image Analysis (2010)

364 Citations

Motion correction in optical coherence tomography volumes on a per A-scan basis using orthogonal scan patterns

Martin F. Kraus;Benjamin Potsaid;Markus A. Mayer;Ruediger Bock.
Biomedical Optics Express (2012)

358 Citations

Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015

Nassir Navab;Joachim Hornegger;William M. Wells;Alejandro F. Frangi.
(2015)

335 Citations

Retinal vessel segmentation by improved matched filtering: evaluation on a new high-resolution fundus image database

Jan Odstrcilik;Radim Kolar;Attila Budai;Joachim Hornegger.
Iet Image Processing (2013)

309 Citations

Robust Vessel Segmentation in Fundus Images

Attila Budai;Rüdiger Bock;Andreas K. Maier;Joachim Hornegger.
International Journal of Biomedical Imaging (2013)

257 Citations

Fast GPU-Based CT Reconstruction using the Common Unified Device Architecture (CUDA)

H. Scherl;B. Keck;M. Kowarschik;J. Hornegger.
ieee nuclear science symposium (2007)

242 Citations

Quantitative Accuracy of Clinical 99mTc SPECT/CT Using Ordered-Subset Expectation Maximization with 3-Dimensional Resolution Recovery, Attenuation, and Scatter Correction

Johannes Zeintl;Alexander Hans Vija;Amos Yahil;Joachim Hornegger.
The Journal of Nuclear Medicine (2010)

209 Citations

Profile was last updated on December 6th, 2021.
Research.com Ranking is based on data retrieved from the Microsoft Academic Graph (MAG).
The ranking h-index is inferred from publications deemed to belong to the considered discipline.

If you think any of the details on this page are incorrect, let us know.

Contact us

Top Scientists Citing Joachim Hornegger

Andreas Maier

Andreas Maier

University of Erlangen-Nuremberg

Publications: 188

David Huang

David Huang

Oregon Health & Science University

Publications: 108

Nassir Navab

Nassir Navab

Technical University of Munich

Publications: 68

Ruikang K. Wang

Ruikang K. Wang

University of Washington

Publications: 63

Dorin Comaniciu

Dorin Comaniciu

Siemens (United States)

Publications: 62

Leopold Schmetterer

Leopold Schmetterer

Nanyang Technological University

Publications: 41

Jay S. Duker

Jay S. Duker

Tufts Medical Center

Publications: 40

Srinivas R. Sadda

Srinivas R. Sadda

University of California, Los Angeles

Publications: 39

Robert N. Weinreb

Robert N. Weinreb

University of California, San Diego

Publications: 34

Tien Yin Wong

Tien Yin Wong

National University of Singapore

Publications: 31

Bogdan Georgescu

Bogdan Georgescu

Princeton University

Publications: 30

U. Rajendra Acharya

U. Rajendra Acharya

Ngee Ann Polytechnic

Publications: 28

Daniel Rueckert

Daniel Rueckert

Technical University of Munich

Publications: 28

Wiro J. Niessen

Wiro J. Niessen

Erasmus University Rotterdam

Publications: 27

Ronald M. Summers

Ronald M. Summers

National Institutes of Health

Publications: 27

Something went wrong. Please try again later.