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Babak Saboury
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Journal Articles
- 2023
- [j5]Sumeet Menon
, Jayalakshmi Mangalagiri, Joshua Galita, Michael Morris, Babak Saboury, Yaacov Yesha, Yelena Yesha, Phuong Nguyen, Aryya Gangopadhyay, David Chapman:
CCS-GAN: COVID-19 CT Scan Generation and Classification with Very Few Positive Training Images. J. Digit. Imaging 36(4): 1376-1389 (2023) - 2021
- [j4]Aryya Gangopadhyay, Michael Morris, Babak Saboury, Eliot L. Siegel, Yelena Yesha:
IDIOMS: Infectious Disease Imaging Outbreak Monitoring System. Digit. Gov. Res. Pract. 2(1): 15:1-15:5 (2021) - 2017
- [j3]Michael Morris
, Babak Saboury
, Niketh Bandla, Christopher Toland, Christopher Meenan, Eliot L. Siegel, Jean Jeudy:
Computer-Aided Reporting of Chest Radiographs: Efficient and Effective Screening in the Value-Based Imaging Era. J. Digit. Imaging 30(5): 589-594 (2017) - 2016
- [j2]Monica M. S. Matsumoto
, Jayaram K. Udupa, Yubing Tong, Babak Saboury
, Drew A. Torigian:
Quantitative normal thoracic anatomy at CT. Comput. Medical Imaging Graph. 51: 1-10 (2016) - 2014
- [j1]Jayaram K. Udupa, Dewey Odhner, Liming Zhao, Yubing Tong, Monica M. S. Matsumoto
, Krzysztof Chris Ciesielski, Alexandre X. Falcão
, Pavithra Vaideeswaran, Victoria Ciesielski, Babak Saboury
, Syedmehrdad Mohammadianrasanani, Sanghun Sin, Raanan Arens, Drew A. Torigian:
Body-wide hierarchical fuzzy modeling, recognition, and delineation of anatomy in medical images. Medical Image Anal. 18(5): 752-771 (2014)
Conference and Workshop Papers
- 2023
- [c7]Liangchen Liu, Benjamin Hou, Manas Kumar Nag, Jianfei Liu, Navid Hasani, Thomas C. Shen, Yingying Zhu, Babak Saboury, Jing Xiao, Ronald M. Summers:
Improving Automatic Segmentation of lymphoma with Additional Medical Knowledge Priors. ISBI 2023: 1-5 - 2022
- [c6]Liangchen Liu, Jianfei Liu, Manas Kumar Nag, Navid Hasani, Seung Yeon Shin, Sriram S. Paravastu, Babak Saboury, Jing Xiao, Lingyun Huang, Ronald M. Summers:
Improved Multi-modal Patch Based Lymphoma Segmentation with Negative Sample Augmentation and Label Guidance on PET/CT Scans. MMMI@MICCAI 2022: 121-129 - 2020
- [c5]Sumeet Menon, Joshua Galita, David Chapman, Aryya Gangopadhyay, Jayalakshmi Mangalagiri, Phuong Nguyen, Yaacov Yesha, Yelena Yesha, Babak Saboury, Michael Morris:
Generating Realistic COVID-19 x-rays with a Mean Teacher + Transfer Learning GAN. IEEE BigData 2020: 1216-1225 - 2019
- [c4]Satyananda Kashyap, Mehdi Moradi, Alexandros Karargyris, Joy T. Wu, Michael Morris
, Babak Saboury, Eliot L. Siegel, Tanveer F. Syeda-Mahmood:
Artificial intelligence for point of care radiograph quality assessment. Medical Imaging: Computer-Aided Diagnosis 2019: 109503K - 2013
- [c3]Jayaram K. Udupa, Dewey Odhner, Yubing Tong, Monica M. S. Matsumoto, Krzysztof Chris Ciesielski, Pavithra Vaideeswaran, Victoria Ciesielski, Babak Saboury
, Liming Zhao, Syedmehrdad Mohammadianrasanani, Drew A. Torigian:
Fuzzy model-based body-wide anatomy recognition in medical images. Medical Imaging: Image-Guided Procedures 2013: 86712B - 2012
- [c2]Jayaram K. Udupa, Dewey Odhner, Alexandre X. Falcão
, Krzysztof Chris Ciesielski, Paulo A. V. Miranda, Monica M. S. Matsumoto, George J. Grevera, Babak Saboury
, Drew A. Torigian:
Automatic anatomy recognition via fuzzy object models. Medical Imaging: Image-Guided Procedures 2012: 831605 - 2011
- [c1]Jayaram K. Udupa, Dewey Odhner, Alexandre X. Falcão
, Krzysztof Chris Ciesielski, Paulo A. V. Miranda, Pavithra Vaideeswaran, Shipra Mishra, George J. Grevera, Babak Saboury
, Drew A. Torigian:
Fuzzy object modeling. Medical Imaging: Image-Guided Procedures 2011: 79640B
Informal and Other Publications
- 2024
- [i9]Arman Rahmim, Tyler J. Bradshaw, Guido Davidzon, Joyita Dutta, Georges El Fakhri, Munir Ghesani, Nicolas A. Karakatsanis, Quanzheng Li, Chi Liu, Emilie Roncali, Babak Saboury, Tahir Yusufaly, Abhinav K. Jha:
Nuclear Medicine Artificial Intelligence in Action: The Bethesda Report (AI Summit 2024). CoRR abs/2406.01044 (2024) - 2022
- [i8]Arman Rahmim, Tyler J. Bradshaw, Irène Buvat, Joyita Dutta, Abhinav K. Jha, Paul E. Kinahan, Quanzheng Li, Chi Liu, Melissa D. McCradden, Babak Saboury, Eliot L. Siegel, John J. Sunderland, Richard L. Wahl:
Issues and Challenges in Applications of Artificial Intelligence to Nuclear Medicine - The Bethesda Report (AI Summit 2022). CoRR abs/2211.03783 (2022) - 2021
- [i7]Jayalakshmi Mangalagiri, David Chapman, Aryya Gangopadhyay, Yaacov Yesha, Joshua Galita, Sumeet Menon, Yelena Yesha, Babak Saboury, Michael Morris, Phuong Nguyen:
Toward Generating Synthetic CT Volumes using a 3D-Conditional Generative Adversarial Network. CoRR abs/2104.02060 (2021) - [i6]Arkadiusz Sitek, Sangtae Ahn, Evren Asma, Adam Chandler, Alvin Ihsani, Sven Prevrhal, Arman Rahmim, Babak Saboury, Kris Thielemans:
Artificial Intelligence in PET: an Industry Perspective. CoRR abs/2107.06747 (2021) - [i5]Amirhosein Toosi, Andrea Bottino, Babak Saboury, Eliot L. Siegel, Arman Rahmim:
A brief history of AI: how to prevent another winter (a critical review). CoRR abs/2109.01517 (2021) - [i4]Sumeet Menon, Jayalakshmi Mangalagiri, Joshua Galita, Michael Morris, Babak Saboury, Yaacov Yesha, Yelena Yesha, Phuong Nguyen, Aryya Gangopadhyay, David Chapman:
CCS-GAN: COVID-19 CT-scan classification with very few positive training images. CoRR abs/2110.01605 (2021) - [i3]Fereshteh Yousefirizi, Pierre Decazes, Amine Amyar, Su Ruan, Babak Saboury, Arman Rahmim:
AI-Based Detection, Classification and Prediction/Prognosis in Medical Imaging: Towards Radiophenomics. CoRR abs/2110.10332 (2021) - 2020
- [i2]Sumeet Menon, Joshua Galita, David R. Chapman, Aryya Gangopadhyay, Jayalakshmi Mangalagiri, Phuong Nguyen, Yaacov Yesha, Yelena Yesha, Babak Saboury, Michael Morris:
Generating Realistic COVID19 X-rays with a Mean Teacher + Transfer Learning GAN. CoRR abs/2009.12478 (2020) - [i1]Sumeet Menon, David R. Chapman, Phuong Nguyen, Yelena Yesha, Michael Morris, Babak Saboury:
Deep Expectation-Maximization for Semi-Supervised Lung Cancer Screening. CoRR abs/2010.01173 (2020)
Coauthor Index
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