Joseph Lo
Professor in Radiology
Overview
My research is at the intersection of computer vision, machine learning, and medical imaging, with a dual focus on mammography and computed tomography (CT). Together with our industry partner, we developed deep learning algorithms for breast cancer screening with 2D/3D mammography, and that product is now undergoing FDA approval with anticipated rollout to clinics worldwide. We also pioneer the creation of "digital twin" anatomical models from patient imaging data, using these models to forge new paths in CT scan analysis through virtual readers and deep learning techniques. Additionally, we're developing a computer-aided triage system for detecting diseases across multiple organs in body CT scans, leveraging hospital-scale datasets and integrating natural language processing with deep learning for comprehensive disease classification.
Positions
Professor in Radiology in the School of Medicine
2021 School of Medicine
Professor of Biomedical Engineering in the Pratt School of Engineering
2014 Pratt School of Engineering
Professor in the Department of Electrical and Computer Engineering in the Pratt School of Engineering
2019 Pratt School of Engineering
Member of the Duke Cancer Institute in the School of Medicine
1993 School of Medicine
Education
B.S.E.E. 1988
1988 Duke University
Ph.D. 1993
1993 Duke University
Research Associate, Radiology
1995 Duke University
Publications, Grants & Awards
- Grants (26)
- Academics Articles (178)
- Conference Pages (100)
- Book Sections (5)
National Institutes of Health
National Institutes of Health
National Science Foundation
National Institutes of Health
MD Anderson Cancer Center
iCAD, Inc
National Institutes of Health
National Institutes of Health
Department of Defense
National Institutes of Health
National Institutes of Health
National Institutes of Health
Breast Cancer Research Foundation
Radiological Society of North America
National Institutes of Health
National Institutes of Health
National Institutes of Health
National Institutes of Health
National Institutes of Health
National Institutes of Health
National Institutes of Health
National Institutes of Health
National Institutes of Health
National Institutes of Health
US Army Medical Research
National Institutes of Health
Ieee Trans Med Imaging
Acad Radiol
medRxiv
Ieee Trans Biomed Eng
Bmc Medical Informatics and Decision Making
Radiology
Radiology: Artificial Intelligence
Ieee J Biomed Health Inform
Nature Machine Intelligence
Brief Bioinform
Jama Network Open
Ieee J Biomed Health Inform
Ajr. American Journal of Roentgenology
Med Image Anal
Medical Image Anal.
JAMA Netw Open. 2021;4(8):e2119100
Acad Radiol
Ieee Transactions on Radiation and Plasma Medical Sciences
Journal of Medical Imaging (Bellingham, Wash.)
Ieee Trans Biomed Eng
Jama Network Open
Ajr. American Journal of Roentgenology
Journal of Medical Imaging (Bellingham, Wash.)
Journal of Medical Imaging (Bellingham, Wash.)
Progress in Biomedical Optics and Imaging Proceedings of Spie
Journal of the American College of Radiology : Jacr
Journal of Medical Imaging (Bellingham, Wash.)
Expert Systems With Applications
Journal of Medical Imaging (Bellingham, Wash.)
Journal of the American College of Radiology : Jacr
Journal of the American College of Radiology : Jacr
Ieee Trans Med Imaging
Int J Radiat Oncol Biol Phys
Progress in Biomedical Optics and Imaging Proceedings of Spie
Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
J Biomed Inform
Proceedings of the 2011 Biomedical Sciences and Engineering Conference: Image Informatics and Analytics in Biomedicine, BSEC 2011
Medical Physics
Medical Physics
Ieee Trans Image Process
Medical Physics
Medical Physics
Medical Physics
Acad Radiol
Medical Physics
Physics in Medicine and Biology
Medical Physics
Medical Physics
Medical Physics
Neural Networks : the Official Journal of the International Neural Network Society
International Journal of Functional Informatics and Personalised Medicine
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, BIBE
Conference Record Asilomar Conference on Signals, Systems and Computers
Progress in Biomedical Optics and Imaging Proceedings of Spie
Medical Physics
Radiology
Journal of Digital Imaging
Ajr. American Journal of Roentgenology
Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics
Nuclear Instruments and Methods in Physics Research Section B: Beam Interactions With Materials and Atoms
Medical Physics
Medical Physics
Physics in Medicine and Biology
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Academic Radiology
Medical Physics
Progress in Biomedical Optics and Imaging - Proceedings of SPIE
Radiation Protection Dosimetry
Annual International Conference of the Ieee Engineering in Medicine and Biology Proceedings
Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics
Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics
Medical Physics
Ajr. American Journal of Roentgenology
Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics
Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics
Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics
Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics
Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics
Medical Physics
Artificial Intelligence in Medicine
Intelligent Engineering Systems Through Artificial Neural Networks
Intelligent Engineering Systems Through Artificial Neural Networks
Medical Physics
Academic Radiology
Computers in Biology and Medicine
Ajr. American Journal of Roentgenology
Proceedings of the 2002 Congress on Evolutionary Computation, CEC 2002
Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics
Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics
Medical Physics
Medical Physics
Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics
Proceedings of the IEEE Conference on Evolutionary Computation, ICEC
Proceedings of the IEEE Conference on Evolutionary Computation, ICEC
Ajr. American Journal of Roentgenology
Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics
Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics
Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics
Proc. SPIE - Int. Soc. Opt. Eng. (USA)
Proceedings of SPIE - The International Society for Optical Engineering
Proceedings of SPIE - The International Society for Optical Engineering
Intelligent Engineering Systems Through Artificial Neural Networks
Physics in Medicine and Biology
Proceedings of the 1999 Congress on Evolutionary Computation, CEC 1999
Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics
Proceedings of the International Joint Conference on Neural Networks
Proceedings of the International Joint Conference on Neural Networks
International Congress Series
International Congress Series
Academic Radiology
Academic Radiology
NEC Tech. J. (Japan)
Ieee International Conference on Neural Networks Conference Proceedings
Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics
Ajr. American Journal of Roentgenology
Med. Imaging Technol. (Japan)
Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics
Academic Radiology
Radiology
Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics
Investigative Radiology
Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics
Medical Physics
Investigative Radiology
Investigative Radiology
Medical Physics
Radiology
Investigative Radiology
Medical Physics
Radiology
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Medical Imaging 2019: Physics of Medical Imaging
Cancer Research
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics
Progress in Biomedical Optics and Imaging Proceedings of Spie
Medical Physics
Progress in Biomedical Optics and Imaging Proceedings of Spie
Medical Physics
Medical Physics
Medical Physics
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Medical Physics
8th IEEE International Conference on BioInformatics and BioEngineering, BIBE 2008
Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Medical Physics
Proceedings International Conference on Image Processing, Icip
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Progress in Biomedical Optics and Imaging Proceedings of Spie
Medical Physics
Medical Physics
Ajr. American Journal of Roentgenology
SMCia 2001 - Proceedings of the 2001 IEEE Mountain Workshop on Soft Computing in Industrial Applications
Radiology
WORLD CONGRESS ON NEURAL NETWORKS-SAN DIEGO - 1994 INTERNATIONAL NEURAL NETWORK SOCIETY ANNUAL MEETING, VOL 1
Conference Record of the 1991 IEEE Nuclear Science Symposium and Medical Imaging Conference
Super-Resolution Imaging
Recent Advances in Breast Imaging, Mammography, and Computer-Aided Diagnosis of Breast Cancer
Recent Advances in Breast Imaging, Mammography, and Computer-Aided Diagnosis of Breast Cancer
Offices & Contact
Durham, NC
27705 2424 Erwin Road, Suite 302, Ravin Advanced Imaging Labs
Durham, NC
27705