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ORCIDStefan Jäger 0001
Stefan Jaeger 0001
Person information
- affiliation: U.S. National Library of Medicine, Bethesda, MD, USA
- affiliation: University of Missouri, Columbia, MO, USA
Other persons with the same name
- Stefan Jäger 0002 — Daimler Benz Research Center (and 3 more)
- Stefan Jäger 0003 — University of Applied Sciences, Technikum Wien, Austria
- Stefan Jaeger 0004 (aka: Stefan Jäger 0004) — University of Maryland, College Park, MD, USA
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Books and Theses
- 1998
[b1]Stefan Jäger:
Recovering dynamic information from static, handwritten word images: bridging the gap between on-line and off-line handwriting recognition. University of Freiburg, Freiburg im Breisgau, Germany, Fölbach 1998, ISBN 978-3-923532-80-3, pp. 1-126
Journal Articles
- 2023
- [j17]Feng Yang
, Ghada Zamzmi, Sandeep Angara, Sivaramakrishnan Rajaraman, André Aquilina, Zhiyun Xue, Stefan Jäger, Emmanouil Papagiannakis, Sameer K. Antani:
Assessing Inter-Annotator Agreement for Medical Image Segmentation. IEEE Access 11: 21300-21312 (2023) - [j16]Vy C. B. Bui, Ziv Yaniv, Michael Harris, Feng Yang, Karthik Kantipudi, Darrell E. Hurt, Alex Rosenthal, Stefan Jäger:
Combining Radiological and Genomic TB Portals Data for Drug Resistance Analysis. IEEE Access 11: 84228-84240 (2023) - 2022
- [j15]Feng Yang, Pu Xuan Lu, Min Deng, Yi-Xiang J. Wang, Sivaramakrishnan Rajaraman, Zhiyun Xue, Les R. Folio, Sameer K. Antani, Stefan Jäger:
Annotations of Lung Abnormalities in the Shenzhen Chest X-ray Dataset for Computer-Aided Screening of Pulmonary Diseases. Data 7(7): 95 (2022) - 2021
- [j14]Yasmin M. Kassim, Kannappan Palaniappan, Feng Yang, Mahdieh Poostchi, Nila Palaniappan, Richard James Maude, Sameer K. Antani, Stefan Jäger:
Clustering-Based Dual Deep Learning Architecture for Detecting Red Blood Cells in Malaria Diagnostic Smears. IEEE J. Biomed. Health Informatics 25(5): 1735-1746 (2021) - 2020
- [j13]Feng Yang, Mahdieh Poostchi, Hang Yu, Zhou Zhou, Kamolrat Silamut, Jian Yu, Richard James Maude, Stefan Jäger, Sameer K. Antani:
Deep Learning for Smartphone-Based Malaria Parasite Detection in Thick Blood Smears. IEEE J. Biomed. Health Informatics 24(5): 1427-1438 (2020) - 2018
- [j12]Stefan Jäger, Octavio H. Juarez-Espinosa, Sema Candemir, Mahdieh Poostchi, Feng Yang, Lewis Kim, Meng Ding, Les R. Folio, Sameer K. Antani, Andrei E. Gabrielian, Darrell E. Hurt, Alex Rosenthal, George R. Thoma:
Detecting drug-resistant tuberculosis in chest radiographs. Int. J. Comput. Assist. Radiol. Surg. 13(12): 1915-1925 (2018) - [j11]Szilárd Vajda, Alexandros Karargyris, Stefan Jäger, KC Santosh, Sema Candemir, Zhiyun Xue, Sameer K. Antani, George R. Thoma:
Feature Selection for Automatic Tuberculosis Screening in Frontal Chest Radiographs. J. Medical Syst. 42(8): 146:1-146:11 (2018) - 2016
- [j10]Alexandros Karargyris, Jenifer Siegelman, Dimitris Tzortzis, Stefan Jaeger, Sema Candemir, Zhiyun Xue, KC Santosh, Szilárd Vajda, Sameer K. Antani, Les R. Folio, George R. Thoma:
Combination of texture and shape features to detect pulmonary abnormalities in digital chest X-rays. Int. J. Comput. Assist. Radiol. Surg. 11(1): 99-106 (2016) - [j9]Sema Candemir, Stefan Jaeger, Sameer K. Antani, Ulas Bagci, Les R. Folio, Ziyue Xu, George R. Thoma:
Atlas-based rib-bone detection in chest X-rays. Comput. Medical Imaging Graph. 51: 32-39 (2016) - 2015
- [j8]KC Santosh, Sema Candemir, Stefan Jäger, Alexandros Karargyris, Sameer K. Antani, George R. Thoma, Les R. Folio:
Automatically Detecting Rotation in Chest Radiographs Using Principal Rib-Orientation Measure for Quality Control. Int. J. Pattern Recognit. Artif. Intell. 29(2): 1557001:1-1557001:19 (2015) - 2014
- [j7]Stefan Jaeger, Alexandros Karargyris, Sema Candemir, Les R. Folio, Jenifer Siegelman, Fiona M. Callaghan, Zhiyun Xue, Kannappan Palaniappan, Rahul K. Singh, Sameer K. Antani, George R. Thoma, Yi-Xiang J. Wang, Pu-Xuan Lu, Clement J. McDonald:
Automatic Tuberculosis Screening Using Chest Radiographs. IEEE Trans. Medical Imaging 33(2): 233-245 (2014) - [j6]Sema Candemir, Stefan Jaeger, Kannappan Palaniappan, Jonathan P. Musco, Rahul K. Singh, Zhiyun Xue, Alexandros Karargyris, Sameer K. Antani, George R. Thoma, Clement J. McDonald:
Lung Segmentation in Chest Radiographs Using Anatomical Atlases With Nonrigid Registration. IEEE Trans. Medical Imaging 33(2): 577-590 (2014) - 2013
- [j5]Stefan Jaeger:
The neurological principle: how traditional Chinese medicine unifies body and mind. Int. J. Funct. Informatics Pers. Medicine 4(2): 84-102 (2013) - 2009
- [j4]Axel Mosig, Stefan Jäger, Chaofeng Wang, Sumit Kumar Nath, Ilker Ersoy, Kannappan Palaniappan, Su-Shing Chen:
Tracking cells in Life Cell Imaging videos using topological alignments. Algorithms Mol. Biol. 4 (2009) - [j3]Stefan Jäger, Qingfeng Song, Su-Shing Chen:
DYNAMIK: a software environment for cell DYNAmics, Motility, and Information tracKing, with an application to Ras pathways. Bioinform. 25(18): 2383-2388 (2009) - [j2]Guangyu Zhu, Yefeng Zheng, David S. Doermann, Stefan Jaeger:
Signature Detection and Matching for Document Image Retrieval. IEEE Trans. Pattern Anal. Mach. Intell. 31(11): 2015-2031 (2009) - 2008
- [j1]Yi Li, Yefeng Zheng, David S. Doermann, Stefan Jaeger:
Script-Independent Text Line Segmentation in Freestyle Handwritten Documents. IEEE Trans. Pattern Anal. Mach. Intell. 30(8): 1313-1329 (2008)
Conference and Workshop Papers
- 2023
- [c33]Lin Guo, Kunlei Hong, Ziqi Zhang, Bin Zheng, Stefan Jaeger, Jordan D. Fuhrman, Hui Li, Maryellen L. Giger, Andrei Gabrielian, Alex Rosenthal, Darrell E. Hurt, Ziv Yaniv, Y. M. Fleming Lure:
Assessing an AI-based smart imagery framing and truthing (SIFT) system to assist radiologists annotating lung abnormalities on chest x-ray images for development of deep learning models. Medical Imaging: Computer-Aided Diagnosis 2023 - [c32]Lin Guo, Kunlei Hong, Qian Xiao, Lingjun Qian, Stefan Jaeger, Bin Zheng, Shenwen Quan, Li Xia, Guanxun Cheng, Y. M. Fleming Lure:
Developing and assessing an AI-based multi-task prediction system to assist radiologists detecting lung diseases in reading chest x-ray images. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment 2023 - 2021
- [c31]Stefan Jaeger:
The Golden Ratio in Machine Learning. AIPR 2021: 1-7 - [c30]Deniz Kavzak Ufuktepe, Feng Yang, Yasmin M. Kassim, Hang Yu, Richard James Maude, Kannappan Palaniappan, Stefan Jaeger:
Deep Learning-Based Cell Detection and Extraction in Thin Blood Smears for Malaria Diagnosis. AIPR 2021: 1-6 - [c29]Feng Yang, Hang Yu, Karthik Kantipudi, Alex Rosenthal, Darrell E. Hurt, Ziv Yaniv, Stefan Jaeger:
Automated Drug-Resistant TB Screening: Importance of Demographic Features and Radiological Findings in Chest X-Ray. AIPR 2021: 1-4 - [c28]Lisa B. Mirel, Stephanie Garcia, Stefan Jaeger, Patricia Keenan, Susan Lumsden:
Balancing Access to Federal Data Sets with Enhancing Privacy and Security. AMIA 2021 - [c27]Manohar Karki, Karthik Kantipudi, Hang Yu, Feng Yang, Yasmin M. Kassim, Ziv Yaniv, Stefan Jäger:
Identifying Drug-Resistant Tuberculosis in Chest Radiographs: Evaluation of CNN Architectures and Training Strategies. EMBC 2021: 2964-2967 - 2020
- [c26]Yasmin M. Kassim, Stefan Jaeger:
A Cell Augmentation Tool for Blood Smear Analysis. AIPR 2020: 1-6 - [c25]Feng Yang, Nicolas Quizon, Hang Yu, Kamolrat Silamut, Richard James Maude, Stefan Jaeger, Sameer K. Antani:
Cascading YOLO: automated malaria parasite detection for Plasmodium vivax in thin blood smears. Medical Imaging: Computer-Aided Diagnosis 2020 - 2019
- [c24]Feng Yang, Hang Yu, Kamolrat Silamut, Richard James Maude, Stefan Jäger, Sameer K. Antani:
Parasite Detection in Thick Blood Smears Based on Customized Faster-RCNN on Smartphones. AIPR 2019: 1-4 - [c23]Feng Yang, Hang Yu, Kamolrat Silamut, Richard James Maude, Stefan Jaeger, Sameer K. Antani:
Smartphone-Supported Malaria Diagnosis Based on Deep Learning. MLMI@MICCAI 2019: 73-80 - 2018
- [c22]Zhiyun Xue, L. Rodney Long, Stefan Jaeger, Les R. Folio, George R. Thoma, Sameer K. Antani:
Extraction of Aortic Knuckle Contour in Chest Radiographs Using Deep Learning. EMBC 2018: 5890-5893 - [c21]Golnaz Moallem, Hamed Sari-Sarraf, Mahdieh Poostchi, Richard James Maude, Kamolrat Silamut, Md Amir Hossain, Sameer K. Antani, Stefan Jaeger, George R. Thoma:
Detecting and segmenting overlapping red blood cells in microscopic images of thin blood smears. Medical Imaging: Digital Pathology 2018: 105811F - 2017
- [c20]Golnaz Moallem, Mahdieh Poostchi, Hang Yu, Kamolrat Silamut, Nila Palaniappan, Sameer K. Antani, Md Amir Hossain, Richard James Maude, Stefan Jaeger, George R. Thoma:
Detecting and Segmenting White Blood Cells in Microscopy Images of Thin Blood Smears. AIPR 2017: 1-8 - [c19]Sivarama Krishnan Rajaraman, Sameer K. Antani, Stefan Jaeger:
Visualizing Deep Learning Activations for Improved Malaria Cell Classification. MIH@KDD 2017: 40-47 - 2016
- [c18]Zhaohui Liang, Andrew Powell, Ilker Ersoy, Mahdieh Poostchi, Kamolrat Silamut, Kannappan Palaniappan, Peng Guo, Md Amir Hossain, Sameer K. Antani, Richard James Maude, Jimmy Xiangji Huang, Stefan Jaeger, George R. Thoma:
CNN-based image analysis for malaria diagnosis. BIBM 2016: 493-496 - [c17]Sema Candemir, Stefan Jaeger, Wilson Lin, Zhiyun Xue, Sameer K. Antani, George R. Thoma:
Automatic heart localization and radiographic index computation in chest x-rays. Medical Imaging: Computer-Aided Diagnosis 2016: 978517 - 2015
- [c16]Zhiyun Xue, Sema Candemir, Sameer K. Antani, L. Rodney Long, Stefan Jaeger, Dina Demner-Fushman, George R. Thoma:
Foreign object detection in chest X-rays. BIBM 2015: 956-961 - [c15]Zhiyun Xue, Daekeun You, Sema Candemir, Stefan Jaeger, Sameer K. Antani, L. Rodney Long, George R. Thoma:
Chest X-ray Image View Classification. CBMS 2015: 66-71 - 2014
- [c14]KC Santosh, Sema Candemir, Stefan Jäger, Les R. Folio, Alexandros Karargyris, Sameer K. Antani, George R. Thoma:
Rotation Detection in Chest Radiographs Based on Generalized Line Histogram of Rib-Orientations. CBMS 2014: 138-142 - 2012
- [c13]Stefan Jaeger:
An information-theoretic neural model based on concepts in Chinese medicine. BIBM Workshops 2012: 496-502 - [c12]Stefan Jaeger, Alexandros Karargyris, Sameer K. Antani, George R. Thoma:
Detecting tuberculosis in radiographs using combined lung masks. EMBC 2012: 4978-4981 - [c11]Glenn Pearson, Michael J. Gill, Sameer K. Antani, Leif Neve, Gregory Miernicki, Krittach Phichaphop, Ajay Kanduru, Stefan Jaeger, George R. Thoma:
The role of location for family reunification during disasters. HealthGIS 2012: 11-18 - 2010
- [c10]Kannappan Palaniappan, Filiz Bunyak, Praveen Kumar, Ilker Ersoy, Stefan Jäger, Koyeli Ganguli, Anoop Haridas, Joshua Fraser, Raghuveer M. Rao, Guna Seetharaman:
Efficient feature extraction and likelihood fusion for vehicle tracking in low frame rate airborne video. FUSION 2010: 1-8 - [c9]Stefan Jäger, Kannappan Palaniappan, Corella S. Casas-Delucchi, M. Christina Cardoso:
Dual Channel Colocalization for Cell Cycle Analysis Using 3D Confocal Microscopy. ICPR 2010: 2580-2583 - [c8]Stefan Jäger, Kannappan Palaniappan, Corella S. Casas-Delucchi, M. Christina Cardoso:
Classification of cell cycle phases in 3D confocal microscopy using PCNA and chromocenter features. ICVGIP 2010: 412-418 - 2009
- [c7]Gaixia Xu, Junle Qu, Stefan Jäger, Qingfeng Song, Su-Shing Chen:
Tracking the Intracellular Dynamics of Transferrin-labeled QDs in Living Panc-1 Cells. BIBE 2009: 330-334 - [c6]Stefan Jäger, Su-Shing Chen, Wen-Ran Zhang:
TCM in Innate Immunity: A YinYang-N-Element Hypothesis of the Innate Immunological System. IJCBS 2009: 397-401 - 2007
- [c5]Guangyu Zhu, Yefeng Zheng, David S. Doermann, Stefan Jaeger:
Multi-scale Structural Saliency for Signature Detection. CVPR 2007 - 2006
- [c4]Guangyu Zhu, Stefan Jaeger, David S. Doermann:
A robust stamp detection framework on degraded documents. DRR 2006: 60670B - [c3]Stefan Jaeger, Guangyu Zhu, David S. Doermann, Kevin Chen, Summit Sampat:
DOCLIB: a software library for document processing. DRR 2006: 606709 - 2005
- [c2]Stefan Jaeger, Huanfeng Ma, David S. Doermann:
Identifying Script onWord-Level with Informational Confidenc. ICDAR 2005: 416-420 - 2004
- [c1]Stefan Jaeger:
Using informational confidence values for classifier combination: an experiment with combined on-line/off-line Japanese character recognition. IWFHR 2004: 87-92
Parts in Books or Collections
- 2008
- [p2]Stefan Jaeger, Huanfeng Ma, David S. Doermann:
Combining Classifiers with Informational Confidence. Machine Learning in Document Analysis and Recognition 2008: 163-191 - [p1]Sergey Tulyakov, Stefan Jaeger, Venu Govindaraju, David S. Doermann:
Review of Classifier Combination Methods. Machine Learning in Document Analysis and Recognition 2008: 361-386
Editorship
- 2008
- [e1]David S. Doermann, Stefan Jaeger:
Arabic and Chinese Handwriting Recognition - SACH 2006 Summit College Park, MD, USA, September 27-28, 2006 Selected Papers. Lecture Notes in Computer Science 4768, Springer 2008, ISBN 978-3-540-78198-1 [contents]
Data and Artifacts
- 2021
- [d1]Feng Yang, Mahdieh Poostchi, Hang Yu, Zhou Zhou, Kamolrat Silamut, Jian Yu, Richard James Maude, Stefan Jaeger, Sameer K. Antani:
Malaria Thick Blood Smears. IEEE DataPort, 2021
Informal and Other Publications
- 2021
- [i5]Stefan Jaeger:
A Dual Process Model for Optimizing Cross Entropy in Neural Networks. CoRR abs/2104.13277 (2021) - 2020
- [i4]Stefan Jaeger:
The Golden Ratio of Learning and Momentum. CoRR abs/2006.04751 (2020) - 2011
- [i3]Stefan Jaeger:
Computational Complexity on Signed Numbers. CoRR abs/1104.2538 (2011) - 2008
- [i2]Stefan Jaeger:
Entropy, Perception, and Relativity. CoRR abs/0811.0139 (2008) - [i1]Stefan Jaeger:
Solving the P/NP Problem under Intrinsic Uncertainty. CoRR abs/0811.0463 (2008)
Coauthor Index
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