Milan Sonka

33.8k citations
418 papers · 23.4k indexed · 7 hit papers · h-index 63

Impact in

  • Ophthalmology top 0.05%
    • Retinal Diseases and Treatments
    • Glaucoma and retinal disorders
    • Retinal Imaging and Analysis
    • Radiomics and Machine Learning in Medical Imaging
    • Medical Imaging Techniques and Applications

Papers in

Milan Sonka

406 papers receiving 22.6k citations

Hit Papers

U-Net V2: Rethinking the Skip Connections of U-Net for Medical Image Segmentation 2025 · 18 citations
18199320262004201510002.0k3.0k4.0k5.0k

Peers

Milan Sonka
Comparison fields: 5 of 209
  • Ophthalmology 4.9k
  • Radiology, Nuclear Medicine and Imaging 11.2k
  • Computer Vision and Pattern Recognition 6.2k
  • Pulmonary and Respiratory Medicine 3.7k
  • Biomedical Engineering 4.7k
Replace Max A. Viergever with:
Max A. Viergever Netherlands
Joachim Hornegger Germany
Jerry L. Prince United States
Bram van Ginneken Netherlands
Clara I. Sá‎nchez Netherlands
Jiang Liu China
Nassir Navab Germany
Michael D. Abràmoff United States
Alejandro F. Frangi United Kingdom
Wiro J. Niessen Netherlands
Milan Sonka relative to Max A. Viergever Netherlands Max A. Viergever's profile →
Citations per field
00.5×1.5×2.3×
Max A. Viergever · 1×
Citations per year

Countries citing papers authored by Milan Sonka

Since Specialization
Citations

This map shows the geographic impact of Milan Sonka'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 Milan Sonka with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Milan Sonka more than expected).

Fields of papers citing papers by Milan Sonka

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Milan Sonka. 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 Milan Sonka. The network helps show where Milan Sonka may publish in the future.

Co-authors

The 25 scholars most cited alongside Milan Sonka, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Milan Sonka Line = papers co-authored together Milan Sonka links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown
#Work
1 20250
2 20250
3 20236
4 20232
5 20231
6 202319
7 20236
8 202213
9 20211
10 202183
11 202119
12 202021
13
Predicting the Visual Acuity of Patients with Diabetic Macular Edema from the Measured Disruption Status of External Limiting Membrane on the SD-OCT Scan
20130
14
Automated Intraretinal Layer Segmentation of 3-D Macular OCT Scans Using a Multiscale Graph Search
20102
15
Automated Method for the Flattening of Optical Coherence Tomography Images
20101
16
Incorporation of regional information in optimal 3-D graph search with application for intraretinal layer segmentation of optical coherence tomography images
20071
17
Early detection of aortic aneurysm risk from 4-D MR image data
20062
18
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)
20063
19 20059
20 20043

About Milan Sonka

Milan Sonka is a scholar working on Radiology, Nuclear Medicine and Imaging, Ophthalmology, Computer Vision and Pattern Recognition, Cardiology and Cardiovascular Medicine and Pulmonary and Respiratory Medicine, having authored 418 papers that have together received 23.4k indexed citations. Recurring topics across this work include Medical Image Segmentation Techniques (116 papers), Retinal Imaging and Analysis (87 papers), Coronary Interventions and Diagnostics (84 papers), Cardiac Imaging and Diagnostics (63 papers), Glaucoma and retinal disorders (52 papers), Radiomics and Machine Learning in Medical Imaging (49 papers), Retinal Diseases and Treatments (48 papers) and Cerebrovascular and Carotid Artery Diseases (42 papers). The work is most often cited by research in Ophthalmology (4.9k citations), Radiology, Nuclear Medicine and Imaging (11.2k citations), Computer Vision and Pattern Recognition (6.2k citations), Pulmonary and Respiratory Medicine (3.7k citations) and Biomedical Engineering (4.7k citations). Milan Sonka has collaborated with scholars based in United States, Netherlands and Czechia. Frequent co-authors include Václav Hlaváč, Roger Boyle, Michael D. Abràmoff, Mona K. Garvin, Reinhard Beichel, Eric A. Hoffman, John M. Buatti, Christian Bauer, Sonia Pujol and Stephen Aylward. Their work appears in journals such as IEEE Transactions on Medical Imaging, Investigative Ophthalmology & Visual Science, Medical Image Analysis, International journal of cardiac imaging and Journal of the American College of Cardiology.

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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