Danielle Belgrave

5.6k citations
50 papers · 2.7k · 2 hit papers · h-index 29

Impact in

Papers in

    • Asthma and respiratory diseases 31
    • Chronic Obstructive Pulmonary Disease (COPD) Research 14
    • Respiratory and Cough-Related Research 7
    • Neonatal Respiratory Health Research 6

Danielle Belgrave

50 papers receiving 2.7k citations

Danielle Belgrave's Hit Papers

Generative models improve fairness of medical classifiers under distribution shifts 2024 · 55 citations
550+1+3Years since publication50100150200250

Peers

Danielle Belgrave
Comparison fields: 5 of 152
  • Immunology and Allergy 766
  • Health Informatics 85
  • Applied Psychology 272
  • Physiology 1.4k
  • Dermatology 352
Replace Tonya S. King with:
Tonya S. King United States
Sharmilee M. Nyenhuis United States
Edward J. O’Connell United States
Gordon Dooley United Kingdom
Eric Gardiner United Kingdom
Helmi Ben Saad Tunisia
Monique F. Kilkenny Australia
Kari Jorunn Kværner Norway
Adrienne Stolfi United States
Haim Reuveni Israel
Danielle Belgrave relative to Tonya S. King United States Tonya S. King's profile →
Citations per field
00.5×10×15×21.3×
Tonya S. King · 1×
Citations per year

Countries citing papers authored by Danielle Belgrave

Since Specialization
Citations

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

Fields of papers citing papers by Danielle Belgrave

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authors

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

All Works

20 of 20 papers shown

Showing the 20 most-cited of 50 papers — load more, or switch the sort, to bring in the rest.

#Work
1
The promise of machine learning in predicting treatment outcomes in psychiatry
Hit paper breakdown →
2021288
2 2020217
3 2014198
4 2018191
5 2014188
6 2014125
7 2013124
8 2015102
9 201375
10 201470
11 202070
12 201369
13 201565
14 201856
15
Generative models improve fairness of medical classifiers under distribution shifts
Hit paper breakdown →
202455
16 201450
17 201648
18 201847
19 201546
20 201344

About Danielle Belgrave

Danielle Belgrave is a scholar working on Physiology, Pulmonary and Respiratory Medicine, Immunology and Allergy, Emergency Medical Services and Applied Psychology, having authored 50 papers that have together received 2.7k indexed citations. Recurring topics across this work include Asthma and respiratory diseases (31 papers), Chronic Obstructive Pulmonary Disease (COPD) Research (14 papers), Allergic Rhinitis and Sensitization (11 papers), Pediatric health and respiratory diseases (8 papers), Respiratory and Cough-Related Research (7 papers), Neonatal Respiratory Health Research (6 papers), Food Allergy and Anaphylaxis Research (5 papers) and IL-33, ST2, and ILC Pathways (5 papers). The work is most often cited by research in Immunology and Allergy (766 citations), Health Informatics (85 citations), Applied Psychology (272 citations), Physiology (1.4k citations) and Dermatology (352 citations). Danielle Belgrave has collaborated with scholars based in United Kingdom, United States and Ireland. Frequent co-authors include Adnan Ćustović, Angela Simpson, Iain Buchan, Gavin Doherty, Anja Thieme, John A. Curtin, Raquel Granell, Christopher Bishop, Clare Murray and Lesley Lowe. Their work appears in journals such as Journal of Allergy and Clinical Immunology, Clinical & Experimental Allergy, American Journal of Respiratory and Critical Care Medicine, Pediatric Allergy and Immunology and Allergy.

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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