Robbie Holland

534 total citations · 1 hit paper
5 papers, 219 citations indexed

About

Robbie Holland is a scholar working on Radiology, Nuclear Medicine and Imaging, Ophthalmology and Artificial Intelligence. According to data from OpenAlex, Robbie Holland has authored 5 papers receiving a total of 219 indexed citations (citations by other indexed papers that have themselves been cited), including 4 papers in Radiology, Nuclear Medicine and Imaging, 3 papers in Ophthalmology and 2 papers in Artificial Intelligence. Recurrent topics in Robbie Holland's work include Retinal Imaging and Analysis (3 papers), Retinal and Optic Conditions (2 papers) and Retinal Diseases and Treatments (2 papers). Robbie Holland is often cited by papers focused on Retinal Imaging and Analysis (3 papers), Retinal and Optic Conditions (2 papers) and Retinal Diseases and Treatments (2 papers). Robbie Holland collaborates with scholars based in Germany, United Kingdom and Switzerland. Robbie Holland's co-authors include Daniel Rueckert, Paul Hager, Rickmer Braren, Friederike Jungmann, Georgios Kaissis, Jakob Vielhauer, Marcus R. Makowski, Martin J. Menten, Hrvoje Bogunović and Ivan Ezhov and has published in prestigious journals such as Nature Medicine, SHILAP Revista de lepidopterología and Medical Image Analysis.

In The Last Decade

Robbie Holland

5 papers receiving 216 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.

Evaluation and mitigation of the limitations of large language models in clinical decision-making

2024 200 citations Paul Hager, Friederike Jungmann et al. Nature Medicine profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Robbie Holland Germany	4	99	95	59	23	17	5	219
Jakob Vielhauer Germany	4	98 1.0×	91 1.0×	48 0.8×	21 0.9×	17 1.0×	9	229
Asad Aali United States	3	109 1.1×	131 1.4×	55 0.9×	23 1.0×	12 0.7×	6	268
Cara Van Uden United States	2	116 1.2×	139 1.5×	56 0.9×	22 1.0×	12 0.7×	2	263
Sum Yi Wong Hong Kong	3	108 1.1×	84 0.9×	69 1.2×	41 1.8×	8 0.5×	4	250
Ashwin Nayak United States	8	101 1.0×	96 1.0×	37 0.6×	25 1.1×	29 1.7×	9	235
Isabella C. Wiest Germany	9	135 1.4×	125 1.3×	73 1.2×	19 0.8×	10 0.6×	23	291
Amin Dada Germany	4	108 1.1×	81 0.9×	43 0.7×	12 0.5×	11 0.6×	9	187
Sophia M. Pressman United States	9	146 1.5×	64 0.7×	51 0.9×	26 1.1×	9 0.5×	18	229
Mehul Gupta Canada	5	109 1.1×	93 1.0×	42 0.7×	16 0.7×	12 0.7×	7	202
Samantha Min Er Yew Singapore	4	200 2.0×	93 1.0×	136 2.3×	22 1.0×	20 1.2×	8	299

Countries citing papers authored by Robbie Holland

Since Specialization

Citations

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

Fields of papers citing papers by Robbie Holland

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Robbie Holland

This figure shows the co-authorship network connecting the top 25 collaborators of Robbie Holland. A scholar is included among the top collaborators of Robbie Holland 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 Robbie Holland. Robbie Holland 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:

5 of 5 papers shown

1.

Holland, Robbie, Rebecca Kaye, Ahmed M. Hagag, et al.. (2024). Deep Learning–Based Clustering of OCT Images for Biomarker Discovery in Age-Related Macular Degeneration (PINNACLE Study Report 4). Ophthalmology Science. 4(6). 100543–100543. 3 indexed citations

2.

Hager, Paul, Friederike Jungmann, Robbie Holland, et al.. (2024). Evaluation and mitigation of the limitations of large language models in clinical decision-making. Nature Medicine. 30(9). 2613–2622. 200 indexed citations breakdown →

3.

Holland, Robbie, Hrvoje Bogunović, Sophie Riedl, et al.. (2024). Metadata-enhanced contrastive learning from retinal optical coherence tomography images. Medical Image Analysis. 97. 103296–103296. 4 indexed citations

4.

Menten, Martin J., Robbie Holland, Hrvoje Bogunović, et al.. (2023). Exploring Healthy Retinal Aging with Deep Learning. SHILAP Revista de lepidopterología. 3(3). 100294–100294. 6 indexed citations

5.

Menten, Martin J., Johannes C. Paetzold, Veronika A. Zimmer, et al.. (2023). A skeletonization algorithm for gradient-based optimization. 21337–21346. 6 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.

Explore authors with similar magnitude of impact