Ahmad P. Tafti

1.1k citations

50 papers · 581 indexed · h-index 13

Health Informatics top 2%
- Artificial Intelligence in Healthcare and Education 13
Health Information Management top 5%
Surfaces, Coatings and Films top 10%
Computer Vision and Pattern Recognition top 10%
- Advanced Image and Video Retrieval Techniques 4
Artificial Intelligence top 10%
- Topic Modeling 8
- Machine Learning in Healthcare 5
- AI in cancer detection 5
Molecular Biology
- Biomedical Text Mining and Ontologies 9
Surgery
- Total Knee Arthroplasty Outcomes 8
Industrial and Manufacturing Engineering
- Industrial Vision Systems and Defect Detection 4

Co-authors: Zeyun Yu Heather A. Owen Peggy Peissig Eric LaRose Mehdi Assefi Ahmadreza Baghaie Max M. He Hongfang Liu
Cited by: Health Informatics Health Information Management Surfaces, Coatings and Films
Journals: Modern Pathology (4 papers)Data in Brief (3 papers)PLoS ONE (2 papers)
Partner nations: United States Iran Canada

In The Last Decade

Ahmad P. Tafti

42 papers receiving 558 citations

Peers

Countries citing papers authored by Ahmad P. Tafti

Since Specialization

Citations

This map shows the geographic impact of Ahmad P. Tafti's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Ahmad P. Tafti with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Ahmad P. Tafti more than expected).

Fields of papers citing papers by Ahmad P. Tafti

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Ahmad P. Tafti. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Ahmad P. Tafti. The network helps show where Ahmad P. Tafti may publish in the future.

Co-authorship network

The 25 scholars most cited alongside Ahmad P. Tafti, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Ahmad P. Tafti Line = papers co-authored together Ahmad P. Tafti links everyone, so they are left out of the graph.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work
1	Predicting cancer survival at different stages: Insights from fair and explainable machine learning approaches International Journal of Medical Informatics ·Robert K. Middieton,С. Л. Кошкин,Nicole Myers,Anna Rita Emili,D Le Guellec,Areej R Al Gawez,Young Ji Lee,Hongfang Liu,Liron Pantanowitz,Kelly Roca,Hooman H. Rashidi,Ahmad P. Tafti	2025	0
2	Explainable Feature Engineering in Health Data Science: Empirical Comparison of ChatGPT-4o and Classical Machine Learning Methods Behshid Behkamal,Edie Sugiarto,Anna Rita Emili,Д. Султанбекова,D Le Guellec,Nicole Myers,Kelly Roca,Ahmad P. Tafti	2025	0
3	State-of-the-Art in Responsible, Explainable, and Fair AI for Medical Image Analysis IEEE Access ·Kelly Roca,Kajol Surani,Anna Rita Emili,Hubert Anstett,Adolph J. Yates,Johannes F. Plate,Liron Pantanowitz,Hooman H. Rashidi,Ahmad P. Tafti	2025	4
4	Explainable machine learning to predict prolonged post-operative opioid use in rotator cuff patients BMC Musculoskeletal Disorders ·Jason Guattery,Liane M. Miller,James J. Irrgang,Albert Lin,Bambang Parmanto,Ahmad P. Tafti	2025	0
5	Multimodal Federated Learning in Healthcare: A Review I. O Samohalova,Atalita Francis [UNESP] Cardoso,张姚俊,British Labour,Caleb Tiron,Chuanbo Hu,Ahmad P. Tafti,Binod Bhattarai,Prashnna Gyawali	2025	0
6	Performance of Cementless Hip Arthroplasty Stem Types Based on Consolidated Large Registry Data Arthroplasty Today ·W Zmudziński,Jimena Patricia Zamarripa Gonzalez,陈岳圆,吴光辉,Ahmad P. Tafti,Michael J. O’Malley,Brian A. Klatt,Johannes F. Plate	2024	1
7	Fair AI-powered orthopedic image segmentation: addressing bias and promoting equitable healthcare Scientific Reports ·MARJORIE DU SAUTOY,Anna Rita Emili,Luke Carlson,Damaris Zurrell,Manmitkaur A. Gill,Adam St. J. R. Bartlett,Sonu Peedikayil Kurien,Renzo Andres Fernandez Escobar,Feng Huijuan,Ines Lohse,Kurt R. Weiss,Johannes F. Plate,Hamidreza Moradi,Kelly Roca,Ahmad P. Tafti	2024	9
8	Generative AI in orthopedics: an explainable deep few-shot image augmentation pipeline for plain knee radiographs and Kellgren-Lawrence grading Journal of the American Medical Informatics Association ·Anna Rita Emili,Kelly Roca,Jacob T. Biehl,张璟霞,V. Fleetwood,Nicole Myers,YM Kounetsron,Adolph J. Yates,Brian J. McGrory,Bambang Parmanto,Thorsten M. Seyler,Johannes F. Plate,Hooman H. Rashidi,Ahmad P. Tafti	2024	2
9	Gender-Specific Machine Learning Models to Predict Unplanned Return to Operating Room Following Primary Total Shoulder Arthroplasty Maya Kunkel,Puneet Gupta,治郎稲垣,Ting Cong,Hongfang Liu,Ahmad P. Tafti	2023	1
10	HexAI-TJAtxt: A textual dataset to advance open scientific research in total joint arthroplasty Data in Brief ·Kelly Roca,唐成祥,Luke Carlson,Damaris Zurrell,W Zmudziński,Johannes F. Plate,Ahmad P. Tafti	2023	3
11	Using ensemble of ensemble machine learning methods to predict outcomes of cardiac resynchronization Journal of Cardiovascular Electrophysiology ·Cheng Cai,Ahmad P. Tafti,Che Ngufor,Mohsen Ebrahimian Baydokhty,Peilin Xiao,Mingyan Dai,Hongfang Liu,Peter A. Noseworthy,Minglong Chen,Paul A. Friedman,Yong‐Mei Cha	2021	8
12	Use of Natural Language Processing Algorithms to Identify Common Data Elements in Operative Notes for Knee Arthroplasty The Journal of Arthroplasty ·Zutao Zhang,Taghi Ramazanian,Ahmad P. Tafti,Sunyang Fu,Walter K. Kremers,Daniel J. Berry,David G. Lewallen,Sunghwan Sohn,Hilal Maradit Kremers	2020	32
13	Relationship Between Very Cold Outside Weather and Surgical Outcome: Integrating Shallow and Deep Artificial Neural Nets Studies in health technology and informatics ·Ahmad P. Tafti,Yue Dong,Elizabeth B. Habermann,Hongfang Liu,Vitaly Herasevich	2019	1
14	Unsupervised machine learning for the discovery of latent disease clusters and patient subgroups using electronic health records Journal of Biomedical Informatics ·Yanshan Wang,Yiqing Zhao,Terry M. Therneau,Elizabeth J. Atkinson,Ahmad P. Tafti,Nan Zhang,Shreyasee Amin,Andrew H. Limper,Sundeep Khosla,Hongfang Liu	2019	70
15	Quantifying predictive capability of electronic health records for the most harmful breast cancer PubMed ·Yirong Wu,Jun Fan,Peggy Peissig,Rayees Yousuf Mir,Ahmad P. Tafti,Jie Yin,Ming Yuan,David Page,R N Dutta,Elizabeth S. Burnside	2018	8
16	Three-dimensional reconstruction of highly complex microscopic samples using scanning electron microscopy and optical flow estimation PLoS ONE ·Ahmadreza Baghaie,Ahmad P. Tafti,Heather A. Owen,Roshan M. D’Souza,Zeyun Yu	2017	12
17	Adverse Drug Event Discovery Using Biomedical Literature: A Big Data Neural Network Adventure JMIR Medical Informatics ·Ahmad P. Tafti,Han Cui,Eric LaRose,Rune Moian,郑孝华,John Mayer,Zhan Ye,David Page,Peggy Peissig	2017	32
18	SD-SEM: sparse-dense correspondence for 3D reconstruction of microscopic samples Micron ·Ahmadreza Baghaie,Ahmad P. Tafti,Heather A. Owen,Roshan M. D’Souza,Zeyun Yu	2017	8
19	3DSEM: A 3D microscopy dataset Data in Brief ·Ahmad P. Tafti,E. Agumah,William R Cox,Heather A. Owen,Zeyun Yu	2015	11
20	Recent advances in 3D SEM surface reconstruction Micron ·Ahmad P. Tafti,E. Agumah,Ze Chang Xue,Heather A. Owen,Zeyun Yu	2015	75

About Ahmad P. Tafti

Ahmad P. Tafti is a scholar working on Health Informatics, Health Information Management and Artificial Intelligence, having authored 50 papers that have together received 581 indexed citations. Recurring topics across this work include Artificial Intelligence in Healthcare and Education (13 papers), Biomedical Text Mining and Ontologies (9 papers), Topic Modeling (8 papers), Total Knee Arthroplasty Outcomes (8 papers), Machine Learning in Healthcare (5 papers), AI in cancer detection (5 papers), Advanced Image and Video Retrieval Techniques (4 papers) and Industrial Vision Systems and Defect Detection (4 papers). The work is most often cited by research in Health Informatics (71 citations), Health Information Management (61 citations) and Surfaces, Coatings and Films (44 citations). Ahmad P. Tafti has collaborated with scholars based in United States, Iran and Canada. Frequent co-authors include Zeyun Yu, Heather A. Owen, Peggy Peissig, Eric LaRose, Mehdi Assefi, Ahmadreza Baghaie, Max M. He, Hongfang Liu, Zhan Ye and Yanshan Wang. Their work appears in journals such as Modern Pathology, Data in Brief, PLoS ONE, Scientific Reports and The Journal of Arthroplasty.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

Explore authors with similar magnitude of impact