Florian Bernard

4.1k total citations · 2 hit papers
83 papers, 2.1k citations indexed

About

Florian Bernard is a scholar working on Computer Vision and Pattern Recognition, Surgery and Neurology. According to data from OpenAlex, Florian Bernard has authored 83 papers receiving a total of 2.1k indexed citations (citations by other indexed papers that have themselves been cited), including 27 papers in Computer Vision and Pattern Recognition, 17 papers in Surgery and 17 papers in Neurology. Recurrent topics in Florian Bernard's work include Meningioma and schwannoma management (16 papers), 3D Shape Modeling and Analysis (10 papers) and Spinal Fractures and Fixation Techniques (8 papers). Florian Bernard is often cited by papers focused on Meningioma and schwannoma management (16 papers), 3D Shape Modeling and Analysis (10 papers) and Spinal Fractures and Fixation Techniques (8 papers). Florian Bernard collaborates with scholars based in France, Germany and Luxembourg. Florian Bernard's co-authors include Christian Theobalt, Michael Zollhöfer, Ayush Tewari, Dan Casas, Oleksandr Sotnychenko, Franziska Mueller, Patrick Pérez, Hyeongwoo Kim, Pablo Garrido and Hans‐Peter Seidel and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, The Lancet Oncology and Automatica.

In The Last Decade

Florian Bernard

77 papers receiving 2.0k citations

Hit Papers

align trajectories

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.

GANerated Hands for Real-Time 3D Hand Tracking from Monocular RGB

2018 317 citations Florian Bernard, Christian Theobalt et al. profile →
StyleRig: Rigging StyleGAN for 3D Control Over Portrait Images

2020 219 citations Florian Bernard, Michael Zollhöfer et al. profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Florian Bernard France	21	1.4k	438	399	249	230	83	2.1k
S. Gottschalk Germany	10	1.1k 0.8×	351 0.8×	133 0.3×	439 1.8×	106 0.5×	19	2.0k
D. Metaxas United States	29	2.9k 2.2×	285 0.7×	727 1.8×	353 1.4×	42 0.2×	70	4.0k
Irene Cheng Canada	19	960 0.7×	86 0.2×	86 0.2×	34 0.1×	90 0.4×	178	1.7k
U. Tiede Germany	24	924 0.7×	417 1.0×	61 0.2×	27 0.1×	438 1.9×	66	1.8k
Javier Romero Germany	15	2.3k 1.7×	769 1.8×	752 1.9×	692 2.8×	19 0.1×	44	2.9k
Sami Romdhani Switzerland	12	1.8k 1.3×	700 1.6×	65 0.2×	93 0.4×	51 0.2×	20	2.1k
Daniel F. Keefe United States	26	1.1k 0.8×	128 0.3×	995 2.5×	115 0.5×	89 0.4×	96	1.9k
Achim Schweikard Germany	27	437 0.3×	71 0.2×	26 0.1×	157 0.6×	449 2.0×	187	3.1k
Stefan Gottschalk Germany	12	274 0.2×	43 0.1×	117 0.3×	83 0.3×	52 0.2×	22	771
Tim Weyrich United Kingdom	32	2.0k 1.5×	819 1.9×	266 0.7×	93 0.4×	24 0.1×	111	3.1k

Countries citing papers authored by Florian Bernard

Since Specialization

Citations

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

Fields of papers citing papers by Florian Bernard

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Florian Bernard

This figure shows the co-authorship network connecting the top 25 collaborators of Florian Bernard. A scholar is included among the top collaborators of Florian Bernard 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 Florian Bernard. Florian Bernard 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

Jamshidian, Mostafa, Adam Wittek, Jens Carsten Ritter, et al.. (2025). 4D-CTA image and geometry dataset for kinematic analysis of abdominal aortic aneurysms. Data in Brief. 61. 111797–111797.

Bernard, Florian, et al.. (2025). Enhanced bone exposure via laparoscopy in acetabulum and pelvic ring surgeries. International Orthopaedics. 49(6). 1275–1281.

Terrier, Louis‐Marie, et al.. (2024). Bilateral spheno-orbital meningiomas: surgical management, progression, and recurrence. Journal of neurosurgery. 141(3). 702–710. 1 indexed citations

Bernard, Florian, Lucie Brisson, Thomas Mathivet, et al.. (2024). Protocol for open-source automated universal high-content multiplex fluorescence for RNA in situ analysis. STAR Protocols. 5(4). 103508–103508.

Bernard, Florian, et al.. (2023). Mixed reality compared to the traditional ex cathedra format for neuroanatomy learning: the value of a three-dimensional virtual environment to better understand the real world. Neurosurgical FOCUS. 56(1). E14–E14. 5 indexed citations

Schmidt, F., et al.. (2023). Universe Points Representation Learning for Partial Multi-Graph Matching. Proceedings of the AAAI Conference on Artificial Intelligence. 37(2). 1984–1992. 2 indexed citations

Clavreul, Anne, et al.. (2022). Frontal aslant tract in the non-dominant hemisphere: A systematic review of anatomy, functions, and surgical applications. Frontiers in Neuroanatomy. 16. 1025866–1025866. 6 indexed citations

Terrier, Louis‐Marie, Nouchine Hadjikhani, Stéphane Velut, et al.. (2021). The trigeminal system: The meningovascular complex— A review. Journal of Anatomy. 239(1). 1–11. 23 indexed citations

Roux, Alexandre, et al.. (2021). Does general comorbidity impact the postoperative outcomes after surgery for large and giant petroclival meningiomas?. Neurosurgical Review. 45(1). 617–626. 4 indexed citations

10.

Bernard, Florian, Paul Richard, A Kahn, & Henri‐Dominique Fournier. (2020). Does 3D stereoscopy support anatomical education?. Surgical and Radiologic Anatomy. 42(7). 843–852. 16 indexed citations

11.

Delion, Matthieu, Évelyne Klinger, Florian Bernard, et al.. (2019). Immersing Patients in a Virtual Reality Environment for Brain Mapping During Awake Surgery: Safety Study. World Neurosurgery. 134. e937–e943. 29 indexed citations

12.

Bernard, Florian, Philippe Mercier, & M. Sindou. (2019). Morphological and functional anatomy of the trigeminal triangular plexus as an anatomical entity: a systematic review. Surgical and Radiologic Anatomy. 41(6). 625–637. 16 indexed citations

13.

Troude, Lucas, et al.. (2019). Predictive Factors of Poor Prognosis After Surgical Management of Traumatic Acute Subdural Hematomas: A Single-Center Series. World Neurosurgery. 126. e944–e952. 18 indexed citations

14.

Liu, Lingjie, Weipeng Xu, Michael Zollhöfer, et al.. (2018). Neural Animation and Reenactment of Human Actor Videos. MPG.PuRe (Max Planck Society). 7 indexed citations

15.

Sarkar, Kripasindhu, Florian Bernard, Kiran Varanasi, Christian Theobalt, & Didier Stricker. (2018). Structured Low-Rank Matrix Factorization for Point-Cloud Denoising. 444–453. 19 indexed citations

16.

Briet, Claire, Florian Bernard, & Patrice Rodien. (2017). Lesson to be remembered from a skull base tumor. Neurochirurgie. 63(4). 334–335.

17.

Bernard, Florian, Jean‐Michel Lemée, Olivier Lucas, & Philippe Meneï. (2017). Postoperative quality-of-life assessment in patients with spine metastases treated with long-segment pedicle-screw fixation. Journal of Neurosurgery Spine. 26(6). 725–735. 31 indexed citations

18.

Bernard, Florian, Luis Salamanca, Johan Thunberg, et al.. (2017). Shape-aware surface reconstruction from sparse 3D point-clouds. Medical Image Analysis. 38. 77–89. 30 indexed citations

19.

Bernard, Florian, Jean‐Michel Lemée, Matthieu Delion, & H.-D. Fournier. (2016). Lower third clivus and foramen magnum intradural tumor removal: The plea for a simple posterolateral approach. Neurochirurgie. 62(2). 86–93. 7 indexed citations

20.

Hertel, Frank, Andreas Husch, Georges Dooms, Florian Bernard, & Peter Gemmar. (2015). Susceptibility-Weighted MRI for Deep Brain Stimulation: Potentials in Trajectory Planning. Stereotactic and Functional Neurosurgery. 93(5). 303–308. 8 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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