Azadeh Nikfarjam

2.0k total citations · 2 hit papers
25 papers, 1.4k citations indexed

About

Azadeh Nikfarjam is a scholar working on Artificial Intelligence, Toxicology and Molecular Biology. According to data from OpenAlex, Azadeh Nikfarjam has authored 25 papers receiving a total of 1.4k indexed citations (citations by other indexed papers that have themselves been cited), including 11 papers in Artificial Intelligence, 10 papers in Toxicology and 8 papers in Molecular Biology. Recurrent topics in Azadeh Nikfarjam's work include Pharmacovigilance and Adverse Drug Reactions (10 papers), Biomedical Text Mining and Ontologies (8 papers) and Topic Modeling (6 papers). Azadeh Nikfarjam is often cited by papers focused on Pharmacovigilance and Adverse Drug Reactions (10 papers), Biomedical Text Mining and Ontologies (8 papers) and Topic Modeling (6 papers). Azadeh Nikfarjam collaborates with scholars based in United States, Malaysia and Iran. Azadeh Nikfarjam's co-authors include Graciela Gonzalez‐Hernandez, Abeed Sarker, Rachel Ginn, Karen O’Connor, Karen L. Smith, Saravanan Muthaiyah, Matthew Shardlow, Sophia Ananiadou, Ioannis Korkontzelos and Matthew Scotch and has published in prestigious journals such as Journal of Investigative Dermatology, Journal of the American Medical Informatics Association and JAMA Oncology.

In The Last Decade

Azadeh Nikfarjam

25 papers receiving 1.3k citations

Hit Papers

align trajectories sort by overperformance

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Pharmacovigilance from social media: mining adverse drug reaction mentions using sequence labeling with word embedding cluster features

2015 376 citations Azadeh Nikfarjam, Abeed Sarker et al. profile →
Utilizing social media data for pharmacovigilance: A review

2015 346 citations Abeed Sarker, Rachel Ginn et al. Journal of Biomedical Informatics profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Azadeh Nikfarjam United States	12	554	505	421	287	186	25	1.4k
Karen O’Connor United States	21	671 1.2×	483 1.0×	490 1.2×	233 0.8×	234 1.3×	57	1.9k
Rachel Ginn United States	7	355 0.6×	375 0.7×	291 0.7×	193 0.7×	121 0.7×	8	1.0k
Abeed Sarker United States	27	1.4k 2.5×	633 1.3×	746 1.8×	336 1.2×	439 2.4×	123	3.0k
Marie‐Christine Jaulent France	20	540 1.0×	288 0.6×	594 1.4×	212 0.7×	32 0.2×	175	1.6k
Juan M. Banda United States	18	568 1.0×	137 0.3×	296 0.7×	108 0.4×	156 0.8×	62	1.5k
Trevor Cohen United States	27	904 1.6×	112 0.2×	778 1.8×	191 0.7×	130 0.7×	141	2.6k
Roxana Daneshjou United States	24	700 1.3×	161 0.3×	587 1.4×	482 1.7×	24 0.1×	77	2.6k
Eiji Aramaki Japan	19	694 1.3×	95 0.2×	306 0.7×	59 0.2×	278 1.5×	153	1.6k
Rave Harpaz United States	21	322 0.6×	1.1k 2.2×	725 1.7×	884 3.1×	29 0.2×	34	2.0k
C Friedman United States	26	1.5k 2.8×	453 0.9×	1.7k 3.9×	302 1.1×	28 0.2×	43	2.8k

Countries citing papers authored by Azadeh Nikfarjam

Since Specialization

Citations

This map shows the geographic impact of Azadeh Nikfarjam'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 Azadeh Nikfarjam with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Azadeh Nikfarjam more than expected).

Fields of papers citing papers by Azadeh Nikfarjam

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Azadeh Nikfarjam. 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 Azadeh Nikfarjam. The network helps show where Azadeh Nikfarjam may publish in the future.

Co-authorship network of co-authors of Azadeh Nikfarjam

This figure shows the co-authorship network connecting the top 25 collaborators of Azadeh Nikfarjam. A scholar is included among the top collaborators of Azadeh Nikfarjam based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Azadeh Nikfarjam. Azadeh Nikfarjam is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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

20 of 20 papers shown

Qian, Kun, et al.. (2024). APE: Active Learning-based Tooling for Finding Informative Few-shot Examples for LLM-based Entity Matching. 1–3. 1 indexed citations

Nikfarjam, Azadeh, Julia D. Ransohoff, Alison Callahan, et al.. (2019). Early Detection of Adverse Drug Reactions in Social Health Networks: A Natural Language Processing Pipeline for Signal Detection. JMIR Public Health and Surveillance. 5(2). e11264–e11264. 26 indexed citations

Lerrigo, Robert, et al.. (2019). The Emotional Toll of Inflammatory Bowel Disease: Using Machine Learning to Analyze Online Community Forum Discourse. Crohn s & Colitis 360. 1(2). 9 indexed citations

Nikfarjam, Azadeh, et al.. (2019). Profiling off-label prescriptions in cancer treatment using social health networks. JAMIA Open. 2(3). 301–305. 3 indexed citations

Ransohoff, Julia D., et al.. (2018). 248 Early detection of chemotherapeutic skin toxicities in social health networks using deep learning. Journal of Investigative Dermatology. 138(5). S42–S42. 1 indexed citations

Korkontzelos, Ioannis, Azadeh Nikfarjam, Matthew Shardlow, et al.. (2016). Analysis of the effect of sentiment analysis on extracting adverse drug reactions from tweets and forum posts. Journal of Biomedical Informatics. 62. 148–158. 122 indexed citations

Sarker, Abeed, Rachel Ginn, Azadeh Nikfarjam, et al.. (2015). Utilizing social media data for pharmacovigilance: A review. Journal of Biomedical Informatics. 54. 202–212. 346 indexed citations breakdown →

Paul, Michael J., Abeed Sarker, John S. Brownstein, et al.. (2015). SOCIAL MEDIA MINING FOR PUBLIC HEALTH MONITORING AND SURVEILLANCE. 468–479. 88 indexed citations

Sarker, Abeed, Azadeh Nikfarjam, & Graciela Gonzalez‐Hernandez. (2015). SOCIAL MEDIA MINING SHARED TASK WORKSHOP. PubMed. 21. 581–592. 39 indexed citations

10.

Sarker, Abeed, Azadeh Nikfarjam, Davy Weissenbacher, & Graciela Gonzalez‐Hernandez. (2015). DIEGOLab: An Approach for Message-level Sentiment Classification in Twitter. 510–514. 6 indexed citations

11.

Nikfarjam, Azadeh, et al.. (2014). Unsupervised gene function extraction using semantic vectors. Database. 2014(0). bau084–bau084. 3 indexed citations

12.

Nikfarjam, Azadeh, et al.. (2014). Phonetic spelling filter for keyword selection in drug mention mining from social media.. PubMed. 2014. 90–5. 28 indexed citations

13.

Nikfarjam, Azadeh, et al.. (2013). Towards generating a patient’s timeline: Extracting temporal relationships from clinical notes. Journal of Biomedical Informatics. 46. S40–S47. 31 indexed citations

14.

Memaryan, Nadereh, et al.. (2013). Determining dimensions of iranians' individual social health: a qualitative approach.. PubMed. 42(Supple1). 88–92. 8 indexed citations

15.

Nikfarjam, Azadeh, et al.. (2012). A Hybrid System for Emotion Extraction from Suicide Notes. PubMed. 5s1(Suppl. 1). BII.S8981–BII.S8981. 13 indexed citations

16.

Nikfarjam, Azadeh, et al.. (2011). Double Layered Learning for Biological Event Extraction from Text. Meeting of the Association for Computational Linguistics. 153–154. 7 indexed citations

17.

Nikfarjam, Azadeh & Graciela Gonzalez‐Hernandez. (2011). Pattern mining for extraction of mentions of Adverse Drug Reactions from user comments.. PubMed. 2011. 1019–26. 86 indexed citations

18.

Nikfarjam, Azadeh, et al.. (2010). Text mining approaches for stock market prediction. 256–260. 61 indexed citations

19.

Muthaiyah, Saravanan, et al.. (2010). Quality Attributes and Classification of Schema Matchers. 4. 344–348. 2 indexed citations

20.

Nikfarjam, Azadeh, et al.. (2010). A comparative study on Measure of Semantic Relatedness function. 2. 94–97. 3 indexed citations

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.

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