Stefan Jaeger

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 18

Top Topics

Chest Radiographs

Top Venues

Medical Imaging: Computer-Aided Diagnosis

IEEE Trans. Medical Imaging

Publications

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)
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)
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)
Stefan Jaeger
The Golden Ratio in Machine Learning. AIPR (2021)
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)
Stefan Jaeger
A Dual Process Model for Optimizing Cross Entropy in Neural Networks. CoRR (2021)
Yasmin M. Kassim, Stefan Jaeger
A Cell Augmentation Tool for Blood Smear Analysis. AIPR (2020)
Stefan Jaeger
The Golden Ratio of Learning and Momentum. CoRR (2020)
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)
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)
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)
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)
Sivarama Krishnan Rajaraman, Sameer K. Antani, Stefan Jaeger
Visualizing Deep Learning Activations for Improved Malaria Cell Classification. MIH@KDD (2017)
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)
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)
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 (2016)
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)
Alexandros Karargyris, Jenifer Siegelman, Dimitris Tzortzis, Stefan Jaeger, Sema Candemir, Zhiyun Xue, K. C. 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) (2016)
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)
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)
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) (2014)
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 Wang, Pu-Xuan Lu, Clement J. McDonald
Automatic Tuberculosis Screening Using Chest Radiographs. IEEE Trans. Medical Imaging 33 (2) (2014)
Stefan Jaeger
The neurological principle: how traditional Chinese medicine unifies body and mind. Int. J. Funct. Informatics Pers. Medicine 4 (2) (2013)
Stefan Jaeger, Alexandros Karargyris, Sameer K. Antani, George R. Thoma
Detecting tuberculosis in radiographs using combined lung masks. EMBC (2012)
Stefan Jaeger
An information-theoretic neural model based on concepts in Chinese medicine. BIBM Workshops (2012)
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)
Stefan Jaeger
Computational Complexity on Signed Numbers CoRR (2011)
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) (2009)
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) (2008)
Stefan Jaeger
Solving the P/NP Problem under Intrinsic Uncertainty CoRR (2008)
Stefan Jaeger
Entropy, Perception, and Relativity CoRR (2008)
Guangyu Zhu, Yefeng Zheng, David S. Doermann, Stefan Jaeger
Multi-scale Structural Saliency for Signature Detection. CVPR (2007)
Stefan Jaeger, Guangyu Zhu, David S. Doermann, Kevin Chen, Summit Sampat
DOCLIB: a software library for document processing. DRR (2006)
Guangyu Zhu, Stefan Jaeger, David S. Doermann
A robust stamp detection framework on degraded documents. DRR (2006)
Stefan Jaeger, Huanfeng Ma, David S. Doermann
Identifying Script onWord-Level with Informational Confidenc. ICDAR (2005)
Stefan Jaeger
Using informational confidence values for classifier combination: an experiment with combined on-line/off-line Japanese character recognition. IWFHR (2004)