Dr. Stefan R. Jaeger Profile

Dr. Stefan R. Jaeger

at US National Library of Medicine

SPIE Involvement:

Conference Program Committee | Author

Publications (9)

SPIE Journal Paper | 12 December 2018

Malaria parasite detection and cell counting for human and mouse using thin blood smear microscopy

Mahdieh Poostchi, Ilker Ersoy, Katie McMenamin, Emile Gordon, Nila Palaniappan, Susan Pierce, Richard Maude, Abhisheka Bansal, Prakash Srinivasan, Louis Miller, Kannappan Palaniappan, George Thoma, Stefan Jaeger

JMI Vol. 5 Issue 04

KEYWORDS: Image segmentation, Blood, Flow cytometry, RGB color model, Microscopy, Detection and tracking algorithms, Medicine, Image processing, Diagnostics, Image analysis

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SPIE Journal Paper | 18 July 2018

Understanding the learned behavior of customized convolutional neural networks toward malaria parasite detection in thin blood smear images

Sivaramakrishnan Rajaraman, Kamolrat Silamut, Md. A. Hossain, Ilker Ersoy, Richard Maude, Stefan Jaeger, George Thoma, Sameer Antani

JMI Vol. 5 Issue 03

KEYWORDS: Visualization, Visual process modeling, Performance modeling, Convolutional neural networks, Blood, Image processing, Data modeling, Statistical analysis, Medicine, Image segmentation

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Proceedings Article | 6 March 2018

Localizing tuberculosis in chest radiographs with deep learning

Zhiyun Xue, Stefan Jaeger, Sameer Antani, L. Rodney Long, Alexandros Karargyris, Jenifer Siegelman, Les Folio, George Thoma

Proc. SPIE. 10579, Medical Imaging 2018: Imaging Informatics for Healthcare, Research, and Applications

KEYWORDS: Image segmentation, X-rays, Lung, Image classification, Chest imaging

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Proceedings Article | 6 March 2018

Detecting and segmenting overlapping red blood cells in microscopic images of thin blood smears

Golnaz Moallem, Hamed Sari-Sarraf, Mahdieh Poostchi, Richard Maude, Kamolrat Silamut, Md Amir Hossain, Sameer Antani, Stefan Jaeger, George Thoma

Proc. SPIE. 10581, Medical Imaging 2018: Digital Pathology

KEYWORDS: Image processing algorithms and systems, Principal component analysis, Detection and tracking algorithms, Blood, Image segmentation, Image processing, Medical research, RGB color model

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Proceedings Article | 13 March 2017

Local-global classifier fusion for screening chest radiographs

Meng Ding, Sameer Antani, Stefan Jaeger, Zhiyun Xue, Sema Candemir, Marc Kohli, George Thoma

Proc. SPIE. 10138, Medical Imaging 2017: Imaging Informatics for Healthcare, Research, and Applications

KEYWORDS: Information fusion, Medicine, Biomedical optics, Image segmentation, Medical research, Feature extraction, Lung, Medical imaging, Diagnostics and therapeutics, Radiology, Probability theory, Chest imaging, Systems modeling, Optimal decision systems, Classification systems, Imaging informatics

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Proceedings Article | 24 March 2016

Automatic heart localization and radiographic index computation in chest x-rays

Sema Candemir, Stefan Jaeger, Wilson Lin, Zhiyun Xue, Sameer Antani, George Thoma

Proc. SPIE. 9785, Medical Imaging 2016: Computer-Aided Diagnosis

KEYWORDS: Medicine, Detection and tracking algorithms, Data modeling, Image segmentation, X-rays, Heart, Lung, Spine, CAD systems, Chest imaging, Solid modeling

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Proceedings Article | 17 March 2015

Lung boundary detection in pediatric chest x-rays

Sema Candemir, Sameer Antani, Stefan Jaeger, Renee Browning, George Thoma

Proc. SPIE. 9418, Medical Imaging 2015: PACS and Imaging Informatics: Next Generation and Innovations

KEYWORDS: Medicine, Detection and tracking algorithms, Imaging systems, Image segmentation, Lung, Digital imaging, Telecommunications, Image enhancement, Performance modeling, Chest imaging

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Proceedings Article | 16 January 2006

A robust stamp detection framework on degraded documents

Guangyu Zhu, Stefan Jaeger, David Doermann

Proc. SPIE. 6067, Document Recognition and Retrieval XIII

KEYWORDS: Edge detection, Statistical analysis, Detection and tracking algorithms, Sensors, Databases, Image processing, Hough transforms, Feature extraction, Image quality, Binary data

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Proceedings Article | 16 January 2006

DOCLIB: a software library for document processing

Stefan Jaeger, Guangyu Zhu, David Doermann, Kevin Chen, Summit Sampat

Proc. SPIE. 6067, Document Recognition and Retrieval XIII

KEYWORDS: Image visualization, Detection and tracking algorithms, Imaging systems, Image segmentation, Image processing, Computer programming, Software development, Image storage, Binary data, Standards development

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Showing 5 of 9 publications

Conference Committee Involvement (2)

Geospatial Informatics, and Motion Imagery Analytics VIII

16 April 2018 | Orlando, Florida, United States

Geospatial Informatics, Motion Imagery, and Network Analytics VII

12 April 2017 | Anaheim, California, United States

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