Roxana Daneshjou

70 papers receiving 2.9k citations

Roxana Daneshjou's Hit Papers

An evaluation framework for clinical use of large language models in patient interaction tasks 2025 · 66 citations
660+4+9Years since publication200400600

Peers

Roxana Daneshjou
Comparison fields: 5 of 172
  • Health Informatics 701
  • Toxicology 156
  • Computational Theory and Mathematics 462
  • Pharmacology 211
  • Family Practice 40
Replace Wei‐Qi Wei with:
Wei‐Qi Wei United States
Jianying Hu United States
Kenneth Jung United States
Khader Shameer United States
Carol Friedman United States
Kevin B. Johnson United States
Chunhua Weng United States
Anita Burgun France
Dina Demner‐Fushman United States
Guergana Savova United States
Roxana Daneshjou relative to Wei‐Qi Wei United States Wei‐Qi Wei's profile →
Citations per field
00.5×4.3×
Wei‐Qi Wei · 1×
Citations per year

Countries citing papers authored by Roxana Daneshjou

Since Specialization
Citations

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

Fields of papers citing papers by Roxana Daneshjou

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authors

The 25 scholars most cited alongside Roxana Daneshjou, 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 Roxana Daneshjou Line = papers co-authored together Roxana Daneshjou links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 81 papers — load more, or switch the sort, to bring in the rest.

#Work
1
Data-Driven Prediction of Drug Effects and Interactions
Hit paper breakdown →
2012661
2
How medical AI devices are evaluated: limitations and recommendations from an analysis of FDA approvals
Hit paper breakdown →
2021307
3
Lack of Transparency and Potential Bias in Artificial Intelligence Data Sets and Algorithms
Hit paper breakdown →
2021225
4
Large language models propagate race-based medicine
Hit paper breakdown →
2023217
5 2011172
6
Large Language Models in Medicine: The Potentials and Pitfalls
Hit paper breakdown →
2024163
7 2021105
8 202373
9 202470
10
An evaluation framework for clinical use of large language models in patient interaction tasks
Hit paper breakdown →
202566
11
Deep learning-aided decision support for diagnosis of skin disease across skin tones
Hit paper breakdown →
202464
12 202347
13 201247
14 201446
15 201445
16 202443
17 202240
18 202234
19 202333
20 201332

About Roxana Daneshjou

Roxana Daneshjou is a scholar working on Oncology, Health Informatics, Artificial Intelligence, Public Health, Environmental and Occupational Health and Radiology, Nuclear Medicine and Imaging, having authored 81 papers that have together received 3.0k indexed citations. Recurring topics across this work include Cutaneous Melanoma Detection and Management (24 papers), Artificial Intelligence in Healthcare and Education (23 papers), AI in cancer detection (14 papers), Machine Learning in Healthcare (7 papers), Social Media in Health Education (6 papers), Pharmacogenetics and Drug Metabolism (5 papers), Radiomics and Machine Learning in Medical Imaging (4 papers) and Digital Imaging in Medicine (4 papers). The work is most often cited by research in Health Informatics (701 citations), Toxicology (156 citations), Computational Theory and Mathematics (462 citations), Pharmacology (211 citations) and Family Practice (40 citations). Roxana Daneshjou has collaborated with scholars based in United States, United Kingdom and Canada. Frequent co-authors include Russ B. Altman, Nicholas P. Tatonetti, James Zou, Veronica Rotemberg, Jesutofunmi A. Omiye, David Ouyang, Konrad J. Karczewski, Jenna Lester, Daniel E. Ho and Kevin Wu. Their work appears in journals such as npj Digital Medicine, Journal of Investigative Dermatology, JAMA Dermatology, Nature Medicine and Journal of the American Academy of Dermatology.

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