You are here

Printer-friendly versionPrinter-friendly version
Stefan
Jaeger
,
PhD
NIH Research Fellow
Location: 
38A
/
10N1003O
Phone Number: (
301
435-3198
Expertise and Research Interests: 

Dr. Stefan Jaeger is an NIH Research Fellow at the Lister Hill National Center for Biomedical Communications at the United States National Library of Medicine (NLM), part of the National Institutes of Health (NIH). He received his diploma in computer science from University of Kaiserslautern and his PhD from University of Freiburg, Germany. Dr. Jaeger has an international research background, both in academia and industry. He has held, among others, positions at Chinese Academy of Sciences, University of Maryland, Tokyo University of Agri. & Tech., University of Karlsruhe, and Daimler. His research interests include biomedical imaging, medical informatics, pattern recognition, machine learning, and Chinese medicine. He has about sixty publications in these areas, several of which received best paper awards and nominations, including two patents.

Professional Activities: 

He is associate editor of Electronic Letters on Computer Vision and Image Analysis, and editorial board member of Quantitative Imaging in Medicine and Surgery.

Honors and Awards: 
  • HHS-Ignite Pathway Team Award for Automatic X-ray Screening for Rural Areas, U.S. Department of Health and Human Services, 2014.
  • Certificate of Appreciation, Communications Engineering Branch, Lister Hill National Center for Biomedical Communications, 2014.
  • IAPR/ICDAR Young Investigator Award Nomination, International Association of Pattern Recognition, International Conference on Document Analysis and Recognition, 2007.
  • Best Student Paper, International Workshop on Frontiers in Handwriting Recognition (IWFHR), La   Baule, France;  Y. Li, Y. Zheng, D. Doermann, S. Jaeger. A New Algorithm for Detecting Text Line in Handwritten Documents, 2006.
  • Best Paper Nomination, International Conference on Document Analysis and Recognition (ICDAR), Seoul, Korea: S. Jaeger, H. Ma, D. Doermann. Identifying Script on Word-Level with Informational  Confidence, 2005.
  • Research Fellowship, New Energy and Industrial Technology Development Organization (NEDO), Japan, Nov. 2000 – March 2003.
  • PhD Thesis Award, German Research Centers for Artificial Intelligence, 1999.
  • Daimler-Benz Graduate Fellow, Daimler-Benz Research Center, Ulm, Germany, 1994 –1998.
Publications/Tools by Stefan Jaeger: 
Folio, L, Sigelman, J, Wang, Y, Lu, P, Antani SK, Jaeger S. Automatic Identification and Classification of Tuberculosis Findings on Chest Radiographs for Global Surveillance Programs. Annual Meeting of the American Roentgen Ray Society (ARRS)
Ruiz A, Allette K, Francis D, Lamping E, Jaeger S, Folio L, Apolo A. Patterns of soft tissue metastasis in patients with urothelial carcinoma using tumor volume heatmaps. NIH Summer Research Program Poster Day, Aug 6, 2015
Xue Z, You D, Candemir S, Jaeger S, Antani SK, Long LR, Thoma GR. Chest X-ray Image View Classification The 28th IEEE International Symposium on Computer-Based Medical Systems
Jaeger S. Detecting Disease in Radiographs with Intuitive Confidence. ScientificWorldJournal. 2015;2015:946793. doi: 10.1155/2015/946793. Epub 2015 Oct 1.
KC S, Candemir S, Jaeger S, Folio L, Karargyris A, Antani SK, Thoma GR. Automatically detecting rotation in chest radiographs using principal rib-orientation measure for quality control. Int. J. Patt. Recogn. Artif. Intell, Vol 29 No. 2. DOI: 10.1142/S021800141.5570013
Jaeger S, Candemir S, Antani SK, Wang Y, Lu P, Thoma GR. Two public chest X-ray datasets for computer-aided screening of pulmonary diseases. Quant Imaging Med Surg. 2014 Dec;4(6):475-7. doi: 10.3978/j.issn.2223-4292.2014.11.20.
Gordon, E, Ersoy, I, Jaeger S, Waisberg, M, Pena, M, Thoma GR, Antani SK, Pierce, S, Palaniappan, K. Retinal Microcirculation Dynamics During an Active Malarial Infection. Annual Meeting of the American Society of Tropical Medicine and Hygiene (ASTMH), 2014.
Kwon J, Burke DJ, Wang A, Boudreau HE, Lekstrom KJ, Korzeniowska A, Kim YS, Li L, Bunyak F, Jaeger S, Palaniappan K, Ambruso DR, Jackson SH, Leto TL. Peroxiredoxin 6 (Prdx6) supports NADPH oxidase1 (Nox1)-based reactive oxygen species generation and cell migration: collaboration of oxidant generating and scavenging systems. NIH Research Festival 2014.
KC S, Candemir S, Jaeger S, Folio L, Karargyris A, Antani SK, Thoma GR. Rotation detection in chest radiographs based on generalized line histogram of rib-orientations. IEEE 27th International Symposium on Computer-Based Medical Systems, New York, NY, USA, May 27-29, 2014: page 138-142.
Candemir S, Jaeger S, Palaniappan K, Musco J, Singh RK, Xue Z, Karargyris A, Antani SK, Thoma GR, McDonald CJ. Lung segmentation in chest radiographs using anatomical atlases with nonrigid registration. IEEE Trans Med Imaging. 2014 Feb;33(2):577-90. doi: 10.1109/TMI.2013.2290491. Epub 2013 Nov 13.

Pages