Montserrat Robles

11.6k total citations · 5 hit papers
102 papers, 8.0k citations indexed

About

Montserrat Robles is a scholar working on Artificial Intelligence, Molecular Biology and Computer Vision and Pattern Recognition. According to data from OpenAlex, Montserrat Robles has authored 102 papers receiving a total of 8.0k indexed citations (citations by other indexed papers that have themselves been cited), including 36 papers in Artificial Intelligence, 32 papers in Molecular Biology and 23 papers in Computer Vision and Pattern Recognition. Recurrent topics in Montserrat Robles's work include Semantic Web and Ontologies (24 papers), Biomedical Text Mining and Ontologies (19 papers) and Image and Signal Denoising Methods (18 papers). Montserrat Robles is often cited by papers focused on Semantic Web and Ontologies (24 papers), Biomedical Text Mining and Ontologies (19 papers) and Image and Signal Denoising Methods (18 papers). Montserrat Robles collaborates with scholars based in Spain, Canada and France. Montserrat Robles's co-authors include José V. Manjón, Pierrick Coupé, D. Louis Collins, Juan M. García‐Gómez, Manuel Talón, Stefan Götz, Ana Conesa, Tim Williams, Javier Terol and María José Nueda and has published in prestigious journals such as Nucleic Acids Research, SHILAP Revista de lepidopterología and PLoS ONE.

In The Last Decade

Montserrat Robles

98 papers receiving 7.9k citations

Hit Papers

5 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.

High-throughput functional annotation and data mining with the Blast2GO suite

2008 3.3k citations Stefan Götz, Juan M. García‐Gómez et al. Nucleic Acids Research profile →
Adaptive non‐local means denoising of MR images with spatially varying noise levels

2009 754 citations José V. Manjón, Pierrick Coupé et al. profile →
Patch-based segmentation using expert priors: Application to hippocampus and ventricle segmentation

2010 501 citations Pierrick Coupé, José V. Manjón et al. profile →
MRI denoising using Non-Local Means

2008 416 citations José V. Manjón, José Carbonell‐Caballero et al. Medical Image Analysis profile →
Diffusion Weighted Image Denoising Using Overcomplete Local PCA

2013 312 citations José V. Manjón, Pierrick Coupé et al. profile →

Peers

Montserrat Robles

CVPR

RNMI

Yalin Wang United States

Polina Golland United States

Yu‐Ping Wang United States

Xin Gao Saudi Arabia

Lei Li China

Ole Winther Denmark

Herbert F. Jelinek Australia

Li Shen United States

Keiji Tanaka Japan

Daniel S. Reich United States

Yalin Wang United States

Montserrat Robles

1.4k ×0.7

1.3k ×0.8

CVPR

1.3k ×0.8

RNMI

237 ×0.2

1.1k ×1.5

Citations per year, relative to Montserrat Robles Montserrat Robles (= 1×) peers Yalin Wang

Countries citing papers authored by Montserrat Robles

Since Specialization

Citations

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

Fields of papers citing papers by Montserrat Robles

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Montserrat Robles

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

Maldonado, José Alberto, et al.. (2021). Definition and validation of SNOMED CT subsets using the expression constraint language. Journal of Biomedical Informatics. 117. 103747–103747. 6 indexed citations

Moner, David, José Alberto Maldonado, & Montserrat Robles. (2018). Archetype modeling methodology. Journal of Biomedical Informatics. 79. 71–81. 10 indexed citations

Boscá, Diego, José Alberto Maldonado, David Moner, & Montserrat Robles. (2015). Automatic generation of computable implementation guides from clinical information models. Journal of Biomedical Informatics. 55. 143–152. 4 indexed citations

Romero, José E., José V. Manjón, Jussi Tohka, Pierrick Coupé, & Montserrat Robles. (2015). NABS: non-local automatic brain hemisphere segmentation. Magnetic Resonance Imaging. 33(4). 474–484. 23 indexed citations

Martínez-Pérez, Borja, Isabel de la Torre Díez, Miguel López-Coronado, et al.. (2014). Mobile Clinical Decision Support Systems and Applications: A Literature and Commercial Review. Journal of Medical Systems. 38(1). 4–4. 96 indexed citations

Sáez, Carlos, Luis Martí‐Bonmatí, Ángel Alberich‐Bayarri, Montserrat Robles, & Juan M. García‐Gómez. (2013). Randomized pilot study and qualitative evaluation of a clinical decision support system for brain tumour diagnosis based on SV 1H MRS: Evaluation as an additional information procedure for novice radiologists. Computers in Biology and Medicine. 45. 26–33. 10 indexed citations

Fernández‐Breis, Jesualdo Tomás, José Alberto Maldonado, Mar Marcos, et al.. (2013). Leveraging electronic healthcare record standards and semantic web technologies for the identification of patient cohorts. Journal of the American Medical Informatics Association. 20(e2). e288–e296. 51 indexed citations

Sáez, Carlos, Juan Martı́nez-Miranda, Montserrat Robles, & Juan M. García‐Gómez. (2012). Organizing data quality assessment of shifting biomedical data.. PubMed. 180. 721–5. 16 indexed citations

Vicente, Javier, Elies Fuster‐García, Salvador Tortajada, et al.. (2012). Accurate classification of childhood brain tumours by in vivo 1H MRS – A multi-centre study. European Journal of Cancer. 49(3). 658–667. 60 indexed citations

10.

Manjón, José V., Pierrick Coupé, Antoni Buades, D. Louis Collins, & Montserrat Robles. (2011). New methods for MRI denoising based on sparseness and self-similarity. Medical Image Analysis. 16(1). 18–27. 204 indexed citations

11.

Escartí, María J., María de la Iglesia-Vayá, Luis Martí‐Bonmatí, et al.. (2010). Increased amygdala and parahippocampal gyrus activation in schizophrenic patients with auditory hallucinations: An fMRI study using independent component analysis. Schizophrenia Research. 117(1). 31–41. 60 indexed citations

12.

Coupé, Pierrick, et al.. (2010). Robust Rician noise estimation for MR images. Medical Image Analysis. 14(4). 483–493. 176 indexed citations

13.

Manjón, José V., Pierrick Coupé, Antoni Buades, D. Louis Collins, & Montserrat Robles. (2010). MRI Superresolution Using Self‐Similarity and Image Priors. International Journal of Biomedical Imaging. 2010(1). 425891–425891. 84 indexed citations

14.

Coupé, Pierrick, José V. Manjón, Vladimir Fonov, et al.. (2010). Nonlocal Patch-Based Label Fusion for Hippocampus Segmentation. Lecture notes in computer science. 13(Pt 3). 129–136. 41 indexed citations

15.

Maldonado, José Alberto, et al.. (2009). LinkEHR-Ed: A multi-reference model archetype editor based on formal semantics. International Journal of Medical Informatics. 78(8). 559–570. 61 indexed citations

16.

Castells, Xavier, Juan M. García‐Gómez, A. Navarro, et al.. (2009). Automated Brain Tumor Biopsy Prediction Using Single-labeling cDNA Microarrays-based Gene Expression Profiling. Diagnostic Molecular Pathology. 18(4). 206–218. 16 indexed citations

17.

Götz, Stefan, Juan M. García‐Gómez, Javier Terol, et al.. (2008). High-throughput functional annotation and data mining with the Blast2GO suite. Nucleic Acids Research. 36(10). 3420–3435. 3347 indexed citations breakdown →

18.

Aguilar, Eduardo J., Gracián García‐Martí, Luis Martí‐Bonmatí, et al.. (2008). Left orbitofrontal and superior temporal gyrus structural changes associated to suicidal behavior in patients with schizophrenia. Progress in Neuro-Psychopharmacology and Biological Psychiatry. 32(7). 1673–1676. 85 indexed citations

19.

Manjón, José V., José Carbonell‐Caballero, Juan José Lull, et al.. (2008). MRI denoising using Non-Local Means. Medical Image Analysis. 12(4). 514–523. 416 indexed citations breakdown →

20.

Carbonell‐Caballero, José, José V. Manjón, Luis Martí‐Bonmatí, et al.. (2006). Accurate quantification methods to evaluate cervical cord atrophy in multiple sclerosis patients. Magnetic Resonance Materials in Physics Biology and Medicine. 19(5). 237–246. 12 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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