Ahmad P. Tafti, PhD, FAMIA

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Zeyun YuProfessor of Computer Science & Biomedical Engineering, University of Wisconsin-MilwaukeeVerified email at uwm.edu
Peggy PeissigMarshfield Clinic Research InstituteVerified email at marshfieldresearch.org
Heather A. OwenSenior Scientist, Department of Biological Sciences, University of Wisconsin - MilwaukeeVerified email at uwm.edu
Hongfang LiuUniversity of Texas Health Science Center at HoustonVerified email at uth.tmc.edu
Ahmadreza BaghaieSenior Machine Vision R&D Engineer, Koh Young AmericaVerified email at kohyoung.com
Mehdi Assefi, PhDUniversity of GeorgiaVerified email at uga.edu
Elham SaghebMayo ClinicVerified email at mayo.edu
Zhan YeSenior BiostatisticianVerified email at pfizer.com
Yanshan Wang, PhD, FAMIAVice Chair of Research and Assistant Professor, University of PittsburghVerified email at pitt.edu
Sunyang FuAssistant Professor and Associate Director, University of Texas Health Science Center at HoustonVerified email at uth.tmc.edu
Fereshteh S. Bashiri, PhDResearch Associate, UW-MadisonVerified email at wisc.edu
Ehsun BehraveshSenior Software Engineer, Trade LedgerVerified email at tradeledger.io
Sunghwan SohnProfessor of Biomedical Informatics, Mayo ClinicVerified email at mayo.edu
Taghi RamazanianMayo ClinicVerified email at mayo.edu
Hamid R ArabniaProfessor Emeritus of Computer Science, University of GeorgiaVerified email at uga.edu
Safoura JanosepahVisiting Graduate Student, University of Toronoto, Faculty member , Islamic azad UniversityVerified email at mail.utoronto.ca
Zahrasadat AlaviPh.D., Associate Professor at California State University Chico, Electrical and Computer EngineeringVerified email at csuchico.edu
Elizabeth J. AtkinsonAssistant Professor of Biostatistics, Mayo ClinicVerified email at mayo.edu
Sundeep KhoslaMayo ClinicVerified email at mayo.edu
Hamid HassanniaIEEE memeberVerified email at ieee.org

Ahmad P. Tafti, PhD, FAMIA

Assistant Professor, University of Pittsburgh

Verified email at pitt.edu - Homepage

Artificial Intelligence Explainable AI Health Data Science Medical Imaging Informatics


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Recent Advances in 3D SEM Surface Reconstruction AP Tafti, AB Kirkpatrick, Z Alavi, HA Owen, Z Yu Micron 78, 54-66, 2015	121	2015
Big Data Machine Learning using Apache Spark MLlib M Assefi, E Behravesh, G Liu, AP Tafti Big Data (Big Data), 2017 IEEE International Conference on, 3492-3498, 2017	112	2017
Unsupervised Machine Learning for the Discovery of Latent Disease Clusters and Patient Subgroups Using Electronic Health Records Y Wang, Y Zhao, TM Therneau, EJ Atkinson, AP Tafti, N Zhang, S Amin, ... Journal of Biomedical Informatics, 2019	101	2019
OCR as a service: an experimental evaluation of Google Docs OCR, Tesseract, ABBYY FineReader, and Transym AP Tafti, A Baghaie, M Assefi, HR Arabnia, Z Yu, P Peissig Advances in Visual Computing: 12th International Symposium, ISVC 2016, Las …, 2016	99	2016
Adverse Drug Event Discovery Using Biomedical Literature: A Big Data Neural Network Adventure AP Tafti, J Badger, E LaRose, E Shirzadi, A Mahnke, J Mayer, Z Ye, ... JMIR Medical Informatics 5, e51, 2017	60	2017
Cellular automata in image processing and geometry P Rosin, A Adamatzky, X Sun Springer International Publishing, 2014	58	2014
SparkText: Biomedical Text Mining on Big Data Framework Z Ye, AP Tafti, KY He, K Wang, MM He PLOS ONE 11 (9), e0162721, 2016	56	2016
MCIndoor20000: a fully-labeled image dataset to advance indoor objects detection FS Bashiri, E LaRose, P Peissig, AP Tafti Data in Brief 17, 71-75, 2018	50	2018
3DSEM++: adaptive and intelligent 3D SEM surface reconstruction AP Tafti, JD Holz, A Baghaie, HA Owen, MM He, Z Yu Micron 87, 33-45, 2016	37	2016
A Comparative study on the application of SIFT, SURF, BRIEF and ORB for 3D surface reconstruction of electron microscopy images AP Tafti, A Baghaie, AB Kirkpatrick, JD Holz, HA Owen, RM D’Souza, ... Computer Methods in Biomechanics and Biomedical Engineering: Imaging …, 2018	36	2018
Diagnostic Classification of Lung CT Images Using Deep 3D Multi-Scale Convolutional Neural Network AP Tafti, FS Bashiri, E LaRose, P Peissig 2018 IEEE International Conference on Healthcare Informatics (ICHI), 412-414, 2018	29	2018
Machine Learning-as-a-Service and Its Application to Medical Informatics AP Tafti, E LaRose, J Badger, R Kleiman, P Peissig International Conference on Machine Learning and Data Mining in Pattern …, 2017	29	2017
Use of Natural Language Processing Algorithms to Identify Common Data Elements in Operative Notes for Knee Arthroplasty E Sagheb, T Ramazanian, AP Tafti, S Fu, WK Kremers, DJ Berry, ... The Journal of Arthroplasty 36 (3), 922-926, 2021	27	2021
3DSEM: A 3D Microscopy Dataset AP Tafti, AB Kirkpatrick, JD Holz, HA Owen, Z Yu Data in Brief 6, 112-116, 2016	27	2016
Three-dimensional reconstruction of highly complex microscopic samples using scanning electron microscopy and optical flow estimation A Baghaie, AP Tafti, HA Owen, RM D’Souza, Z Yu PloS one 12 (4), e0175078, 2017	24	2017
3D Microscopy Vision Using Multiple View Geometry and Differential Evolutionary Approaches AP Tafti, AB Kirkpatrick, HA Owen, Z Yu Advances in Visual Computing, 141-152, 2014	21	2014
bigNN: an open-source big data toolkit focused on biomedical sentence classification AP Tafti, E Behravesh, M Assefi, E LaRose, J Badger, J Mayer, AH Doan, ... Big Data (Big Data), 2017 IEEE International Conference on, 3888-3896, 2017	19	2017
Digital image forgery detection through data embedding in spatial domain and cellular automata AP Tafti, MV Malakooti, M Ashourian, S Janosepah Digital Content, Multimedia Technology and its Applications (IDCTA), 2011 …, 2011	18	2011
Tribological Study in Micro Scale Using 3D SEM Surface Reconstruction E Omrani, AP Tafti, MF Fathi, A Dorri Moghadam, P Rohatgi, RM D'Souza, ... Tribology International, 2016	16	2016
SD-SEM: sparse-dense correspondence for 3D reconstruction of microscopic samples A Baghaie, AP Tafti, HA Owen, RM D'Souza, Z Yu Micron 97, 41-55, 2017	14	2017

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