Use of Natural Language Processing Algorithms to Identify Common Data Elements in Operative Notes for Knee Arthroplasty
Sagheb, Elham, Ramazanian, Taghi, Tafti, Ahmad P., Fu, Sunyang, Kremers, Walter K., Berry, Daniel J., Lewallen, David G., Sohn, Sunghwan, Maradit Kremers, Hilal
Published in The Journal of arthroplasty (01.03.2021)
Published in The Journal of arthroplasty (01.03.2021)
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Journal Article
Fair AI-powered orthopedic image segmentation: addressing bias and promoting equitable healthcare
Siddiqui, Ismaeel A., Littlefield, Nickolas, Carlson, Luke A., Gong, Matthew, Chhabra, Avani, Menezes, Zoe, Mastorakos, George M., Thakar, Sakshi Mehul, Abedian, Mehrnaz, Lohse, Ines, Weiss, Kurt R., Plate, Johannes F., Moradi, Hamidreza, Amirian, Soheyla, Tafti, Ahmad P.
Published in Scientific reports (12.07.2024)
Published in Scientific reports (12.07.2024)
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Journal Article
Adverse Drug Event Discovery Using Biomedical Literature: A Big Data Neural Network Adventure
P Tafti, Ahmad, Badger, Jonathan, LaRose, Eric, Shirzadi, Ehsan, Mahnke, Andrea, Mayer, John, Ye, Zhan, Page, David, Peissig, Peggy
Published in JMIR medical informatics (08.12.2017)
Published in JMIR medical informatics (08.12.2017)
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Journal Article
MCIndoor20000: A fully-labeled image dataset to advance indoor objects detection
Bashiri, Fereshteh S., LaRose, Eric, Peissig, Peggy, Tafti, Ahmad P.
Published in Data in brief (01.04.2018)
Published in Data in brief (01.04.2018)
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Journal Article
3DSEM: A 3D microscopy dataset
Tafti, Ahmad P., Kirkpatrick, Andrew B., Holz, Jessica D., Owen, Heather A., Yu, Zeyun
Published in Data in brief (01.03.2016)
Published in Data in brief (01.03.2016)
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Journal Article
Unsupervised machine learning for the discovery of latent disease clusters and patient subgroups using electronic health records
Wang, Yanshan, Zhao, Yiqing, Therneau, Terry M., Atkinson, Elizabeth J., Tafti, Ahmad P., Zhang, Nan, Amin, Shreyasee, Limper, Andrew H., Khosla, Sundeep, Liu, Hongfang
Published in Journal of biomedical informatics (01.02.2020)
Published in Journal of biomedical informatics (01.02.2020)
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Journal Article
Recent advances in 3D SEM surface reconstruction
Tafti, Ahmad P., Kirkpatrick, Andrew B., Alavi, Zahrasadat, Owen, Heather A., Yu, Zeyun
Published in Micron (Oxford, England : 1993) (01.11.2015)
Published in Micron (Oxford, England : 1993) (01.11.2015)
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Journal Article
Generative AI in orthopedics: an explainable deep few-shot image augmentation pipeline for plain knee radiographs and Kellgren-Lawrence grading
Littlefield, Nickolas, Amirian, Soheyla, Biehl, Jacob, Andrews, Edward G, Kann, Michael, Myers, Nicole, Reid, Leah, Yates, Jr, Adolph J, McGrory, Brian J, Parmanto, Bambang, Seyler, Thorsten M, Plate, Johannes F, Rashidi, Hooman H, Tafti, Ahmad P
Published in Journal of the American Medical Informatics Association : JAMIA (01.11.2024)
Published in Journal of the American Medical Informatics Association : JAMIA (01.11.2024)
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Journal Article
Using ensemble of ensemble machine learning methods to predict outcomes of cardiac resynchronization
Cai, Cheng, Tafti, Ahmad P., Ngufor, Che, Zhang, Pei, Xiao, Peilin, Dai, Mingyan, Liu, Hongfang, Noseworthy, Peter, Chen, Minglong, Friedman, Paul A., Cha, Yong‐Mei
Published in Journal of cardiovascular electrophysiology (01.09.2021)
Published in Journal of cardiovascular electrophysiology (01.09.2021)
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Journal Article
Development and Validation of a Mobile Phone Application for Measuring Knee Range of Motion
Gong, Matthew F, Finger, Logan E, Letter, Christina, Amirian, Soheyla, Parmanto, Bambang, O'Malley, Michael, Klatt, Brian A, Tafti, Ahmad P, Plate, Johannes F
Published in The Journal of knee surgery (12.09.2024)
Published in The Journal of knee surgery (12.09.2024)
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Journal Article
SD-SEM: sparse-dense correspondence for 3D reconstruction of microscopic samples
Baghaie, Ahmadreza, Tafti, Ahmad P., Owen, Heather A., D'Souza, Roshan M., Yu, Zeyun
Published in Micron (Oxford, England : 1993) (01.06.2017)
Published in Micron (Oxford, England : 1993) (01.06.2017)
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Journal Article
3DSEM++: Adaptive and intelligent 3D SEM surface reconstruction
Tafti, Ahmad P., Holz, Jessica D., Baghaie, Ahmadreza, Owen, Heather A., He, Max M., Yu, Zeyun
Published in Micron (Oxford, England : 1993) (01.08.2016)
Published in Micron (Oxford, England : 1993) (01.08.2016)
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Journal Article
Relationship Between Very Cold Outside Weather and Surgical Outcome: Integrating Shallow and Deep Artificial Neural Nets
Tafti, Ahmad P, Dong, Yue, Habermann, Elizabeth, Liu, Hongfang, Herasevich, Vitaly
Published in Studies in health technology and informatics (21.08.2019)
Published in Studies in health technology and informatics (21.08.2019)
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Journal Article
Enforcing Explainable Deep Few-Shot Learning to Analyze Plain Knee Radiographs: Data from the Osteoarthritis Initiative
Littlefield, Nickolas, Moradi, Hamidreza, Amirian, Soheyla, Kremers, Hilal Maradit, Plate, Johannes F., Tafti, Ahmad P.
Published in 2023 IEEE 11th International Conference on Healthcare Informatics (ICHI) (26.06.2023)
Published in 2023 IEEE 11th International Conference on Healthcare Informatics (ICHI) (26.06.2023)
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Conference Proceeding
Gender-Specific Machine Learning Models to Predict Unplanned Return to Operating Room Following Primary Total Shoulder Arthroplasty
Letter, Christina, Gupta, Puneet, Kim, Annie, Cong, Guang-Ting, Liu, Hongfang, Tafti, Ahmad P.
Published in 2023 IEEE 11th International Conference on Healthcare Informatics (ICHI) (26.06.2023)
Published in 2023 IEEE 11th International Conference on Healthcare Informatics (ICHI) (26.06.2023)
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Conference Proceeding