Liane Bernstein

2.2k total citations · 1 hit paper
28 papers, 1.6k citations indexed

About

Liane Bernstein is a scholar working on Artificial Intelligence, Electrical and Electronic Engineering and Surgery. According to data from OpenAlex, Liane Bernstein has authored 28 papers receiving a total of 1.6k indexed citations (citations by other indexed papers that have themselves been cited), including 14 papers in Artificial Intelligence, 14 papers in Electrical and Electronic Engineering and 4 papers in Surgery. Recurrent topics in Liane Bernstein's work include Neural Networks and Reservoir Computing (14 papers), Optical Network Technologies (13 papers) and Photonic and Optical Devices (10 papers). Liane Bernstein is often cited by papers focused on Neural Networks and Reservoir Computing (14 papers), Optical Network Technologies (13 papers) and Photonic and Optical Devices (10 papers). Liane Bernstein collaborates with scholars based in United States, Germany and Canada. Liane Bernstein's co-authors include Alexander Sludds, Dirk Englund, Ryan Hamerly, Marin Soljačić, Kelvin Mok, Kevin Petrecca, Frédéric Leblond, Joannie Desroches, Marie‐Christine Guiot and Jeanne Mercier and has published in prestigious journals such as Science, JNCI Journal of the National Cancer Institute and Nature Photonics.

In The Last Decade

Liane Bernstein

27 papers receiving 1.5k 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.

Intraoperative brain cancer detection with Raman spectroscopy in humans

2015 483 citations Michael Jermyn, Kelvin Mok et al. Science Translational Medicine profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Liane Bernstein United States	11	511	489	333	327	228	28	1.6k
Virgilia Macias United States	25	84 0.2×	36 0.1×	346 1.0×	234 0.7×	549 2.4×	63	1.6k
Todd H. Stokes United States	15	277 0.5×	126 0.3×	123 0.4×	59 0.2×	486 2.1×	27	1.3k
Nanna M. Sijtsema Netherlands	27	111 0.2×	42 0.1×	289 0.9×	152 0.5×	206 0.9×	100	2.2k
Daniel C. Fernandez United States	16	62 0.1×	33 0.1×	510 1.5×	185 0.6×	224 1.0×	48	1.4k
Renato Marchesini Italy	31	123 0.2×	37 0.1×	393 1.2×	476 1.5×	202 0.9×	81	2.2k
Kevin de Haan United States	17	465 0.9×	72 0.1×	705 2.1×	72 0.2×	170 0.7×	37	1.6k
Felix Bestvater Germany	19	131 0.3×	27 0.1×	274 0.8×	180 0.6×	745 3.3×	43	1.4k
Prabhakar Pradhan United States	14	78 0.2×	81 0.2×	254 0.8×	61 0.2×	147 0.6×	58	854
Pinaki Sarder United States	16	276 0.5×	58 0.1×	258 0.8×	91 0.3×	320 1.4×	81	1.3k
T. Butler United Kingdom	17	21 0.0×	417 0.9×	36 0.1×	371 1.1×	202 0.9×	54	1.4k

Countries citing papers authored by Liane Bernstein

Since Specialization

Citations

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

Fields of papers citing papers by Liane Bernstein

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Liane Bernstein

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

Hamerly, Ryan, Alexander Sludds, Saumil Bandyopadhyay, et al.. (2024). Netcast: Low-Power Edge Computing With WDM-Defined Optical Neural Networks. Journal of Lightwave Technology. 42(22). 7795–7806. 2 indexed citations

Chen, Zaijun, Alexander Sludds, Ian Christen, et al.. (2023). Coherent VCSEL homodyne neural networks. 18–18. 1 indexed citations

Chen, Zaijun, Alexander Sludds, Ian Christen, et al.. (2023). Deep learning with coherent VCSEL neural networks. Nature Photonics. 17(8). 723–730. 103 indexed citations

Sludds, Alexander, Saumil Bandyopadhyay, Zaijun Chen, et al.. (2022). Delocalized photonic deep learning on the internet’s edge. Science. 378(6617). 270–276. 108 indexed citations

Sludds, Alexander, Ryan Hamerly, Saumil Bandyopadhyay, et al.. (2022). Demonstration of WDM-Enabled Ultralow-Energy Photonic Edge Computing. Optical Fiber Communication Conference (OFC) 2022. Th3A.3–Th3A.3. 3 indexed citations

Chen, Zaijun, Liane Bernstein, Ian Christen, et al.. (2022). Coherent optical neural network with injection-locked VCSELs. Conference on Lasers and Electro-Optics. 1 indexed citations

Ryu, Seungmi, Nicola Martino, Sheldon J. J. Kwok, Liane Bernstein, & Seok Hyun Yun. (2021). Label-free histological imaging of tissues using Brillouin light scattering contrast. Biomedical Optics Express. 12(3). 1437–1437. 16 indexed citations

Hamerly, Ryan, Alexander Sludds, Saumil Bandyopadhyay, et al.. (2021). Edge computing with optical neural networks via WDM weight broadcasting. 63–63. 4 indexed citations

Sludds, Alexander, Liane Bernstein, Ryan Hamerly, Marin Soljačić, & Dirk Englund. (2020). A scalable optical neural network architecture using coherent detection. 16–16. 2 indexed citations

10.

Bernstein, Liane, Alexander Sludds, Ryan Hamerly, et al.. (2020). Digital Optical Neural Networks for Large-Scale Machine Learning. Conference on Lasers and Electro-Optics. SM1E.4–SM1E.4. 1 indexed citations

11.

Hamerly, Ryan, Liane Bernstein, Alexander Sludds, Marin Soljačić, & Dirk Englund. (2019). Large-Scale Optical Neural Networks Based on Photoelectric Multiplication. Physical Review X. 9(2). 260 indexed citations

12.

Jermyn, Michael, Kelvin Mok, Jeanne Mercier, et al.. (2015). Intraoperative brain cancer detection with Raman spectroscopy in humans. Science Translational Medicine. 7(274). 274ra19–274ra19. 483 indexed citations breakdown →

13.

Jermyn, Michael, Kelvin Mok, Joannie Desroches, et al.. (2014). Brain Tumor Resection Guided with Single-Point Raman Spectroscopy: In-Human Results. PolyPublie (École Polytechnique de Montréal). BS5A.4–BS5A.4. 2 indexed citations

14.

Bernstein, Liane, et al.. (2013). Non-invasive imaging of zebrafish with spinal deformities using optical coherence tomography: a preliminary study. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 8565. 85656H–85656H. 1 indexed citations

15.

Gail, Mitchell H., Joseph P. Costantino, D. Pee, et al.. (2007). Projecting Individualized Absolute Invasive Breast Cancer Risk in African American Women. JNCI Journal of the National Cancer Institute. 99(23). 1782–1792. 258 indexed citations

16.

Furberg, Anne-Sofie, Marit B. Veierød, Tom Wilsgaard, Liane Bernstein, & Inger Thune. (2004). Serum High-Density Lipoprotein Cholesterol, Metabolic Profile, and Breast Cancer Risk. JNCI Journal of the National Cancer Institute. 96(15). 1152–1160. 222 indexed citations

17.

Bernstein, Liane, Joerg‐Christian Tonn, Roland Goldbrunner, et al.. (1998). Guanidinobenzoatase and UPA in high-grade human astrocytomas and after xenografting cell suspensions into the rat cerebral cortex: proteases for metastasis and disease progression.. PubMed. 18(4A). 2583–90. 2 indexed citations

18.

Bernstein, Liane. (1980). Sedation, Local and General Anesthesia in Dentistry. Archives of Otolaryngology - Head and Neck Surgery. 106(7). 446–446. 22 indexed citations

19.

Bernstein, Liane. (1967). Treatment of Velopharyngeal Incompetence. Archives of Otolaryngology - Head and Neck Surgery. 85(1). 67–74. 10 indexed citations

20.

Bernstein, Liane. (1964). Bilateral Epidermoid Carcinoma of the Parotid Glands: Report of a Case. Archives of Otolaryngology - Head and Neck Surgery. 79(4). 403–406. 1 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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