Babak Saboury

21 papers Journal 14Unranked 7
YearRankTypeTitle / Venue / Authors
2024 J jnl
Nuclear Medicine Artificial Intelligence in Action: The Bethesda Report (AI Summit 2024).
CoRR
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
2023 J jnl
CCS-GAN: COVID-19 CT Scan Generation and Classification with Very Few Positive Training Images.
J. Digit. Imaging
Sumeet Menon, Jayalakshmi Mangalagiri, Joshua Galita, Michael Morris, Babak Saboury, Yaacov Yesha, Yelena Yesha, Phuong Nguyen, Aryya Gangopadhyay, David Chapman
2023 — conf
Improving Automatic Segmentation of lymphoma with Additional Medical Knowledge Priors.
ISBI
Liangchen Liu, Benjamin Hou, Manas Kumar Nag, Jianfei Liu, Navid Hasani, Thomas C. Shen, Yingying Zhu, Babak Saboury, Jing Xiao, Ronald M. Summers
2022 — conf
Improved Multi-modal Patch Based Lymphoma Segmentation with Negative Sample Augmentation and Label Guidance on PET/CT Scans.
MMMI@MICCAI
Liangchen Liu, Jianfei Liu, Manas Kumar Nag, Navid Hasani, Seung Yeon Shin, Sriram S. Paravastu, Babak Saboury, Jing Xiao, Lingyun Huang, Ronald M. Summers
2022 J jnl
Issues and Challenges in Applications of Artificial Intelligence to Nuclear Medicine - The Bethesda Report (AI Summit 2022).
CoRR
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
2021 J jnl
A brief history of AI: how to prevent another winter (a critical review).
CoRR
Amirhosein Toosi, Andrea Bottino, Babak Saboury, Eliot L. Siegel, Arman Rahmim
2021 J jnl
AI-Based Detection, Classification and Prediction/Prognosis in Medical Imaging: Towards Radiophenomics.
CoRR
Fereshteh Yousefirizi, Pierre Decazes, Amine Amyar, Su Ruan, Babak Saboury, Arman Rahmim
2021 J jnl
Artificial Intelligence in PET: an Industry Perspective.
CoRR
Arkadiusz Sitek, Sangtae Ahn, Evren Asma, Adam Chandler, Alvin Ihsani, Sven Prevrhal, Arman Rahmim, Babak Saboury, Kris Thielemans
2021 J jnl
CCS-GAN: COVID-19 CT-scan classification with very few positive training images.
CoRR
Sumeet Menon, Jayalakshmi Mangalagiri, Joshua Galita, Michael Morris, Babak Saboury, Yaacov Yesha, Yelena Yesha, Phuong Nguyen, Aryya Gangopadhyay, David Chapman
2021 J jnl
IDIOMS: Infectious Disease Imaging Outbreak Monitoring System.
Digit. Gov. Res. Pract.
Aryya Gangopadhyay, Michael Morris, Babak Saboury, Eliot L. Siegel, Yelena Yesha
2021 J jnl
Toward Generating Synthetic CT Volumes using a 3D-Conditional Generative Adversarial Network.
CoRR
Jayalakshmi Mangalagiri, David Chapman, Aryya Gangopadhyay, Yaacov Yesha, Joshua Galita, Sumeet Menon, Yelena Yesha, Babak Saboury, Michael Morris, Phuong Nguyen
2020 J jnl
Deep Expectation-Maximization for Semi-Supervised Lung Cancer Screening.
CoRR
Sumeet Menon, David R. Chapman, Phuong Nguyen, Yelena Yesha, Michael Morris, Babak Saboury
2020 — conf
Generating Realistic COVID-19 x-rays with a Mean Teacher + Transfer Learning GAN.
IEEE BigData
Sumeet Menon, Joshua Galita, David Chapman, Aryya Gangopadhyay, Jayalakshmi Mangalagiri, Phuong Nguyen, Yaacov Yesha, Yelena Yesha, Babak Saboury, Michael Morris
2020 J jnl
Generating Realistic COVID19 X-rays with a Mean Teacher + Transfer Learning GAN.
CoRR
Sumeet Menon, Joshua Galita, David R. Chapman, Aryya Gangopadhyay, Jayalakshmi Mangalagiri, Phuong Nguyen, Yaacov Yesha, Yelena Yesha, Babak Saboury, Michael Morris
2019 — conf
Artificial intelligence for point of care radiograph quality assessment.
Computer-Aided Diagnosis
Satyananda Kashyap, Mehdi Moradi, Alexandros Karargyris, Joy T. Wu, Michael Morris, Babak Saboury, Eliot L. Siegel, Tanveer F. Syeda-Mahmood
2017 J jnl
Computer-Aided Reporting of Chest Radiographs: Efficient and Effective Screening in the Value-Based Imaging Era.
J. Digit. Imaging
Michael Morris, Babak Saboury, Niketh Bandla, Christopher Toland, Christopher Meenan, Eliot L. Siegel, Jean Jeudy
2016 J jnl
Quantitative normal thoracic anatomy at CT.
Comput. Medical Imaging Graph.
Monica M. S. Matsumoto, Jayaram K. Udupa, Yubing Tong, Babak Saboury, Drew A. Torigian
2014 J jnl
Body-wide hierarchical fuzzy modeling, recognition, and delineation of anatomy in medical images.
Medical Image Anal.
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
2013 — conf
Fuzzy model-based body-wide anatomy recognition in medical images.
Image-Guided Procedures
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
2012 — conf
Automatic anatomy recognition via fuzzy object models.
Image-Guided Procedures
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
2011 — conf
Fuzzy object modeling.
Image-Guided Procedures
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