Carlos Martín-Isla

805 total citations
14 papers, 371 citations indexed

About

Carlos Martín-Isla is a scholar working on Radiology, Nuclear Medicine and Imaging, Biomedical Engineering and Cardiology and Cardiovascular Medicine. According to data from OpenAlex, Carlos Martín-Isla has authored 14 papers receiving a total of 371 indexed citations (citations by other indexed papers that have themselves been cited), including 10 papers in Radiology, Nuclear Medicine and Imaging, 7 papers in Biomedical Engineering and 3 papers in Cardiology and Cardiovascular Medicine. Recurrent topics in Carlos Martín-Isla's work include Radiomics and Machine Learning in Medical Imaging (8 papers), Cardiac Imaging and Diagnostics (7 papers) and Advanced X-ray and CT Imaging (7 papers). Carlos Martín-Isla is often cited by papers focused on Radiomics and Machine Learning in Medical Imaging (8 papers), Cardiac Imaging and Diagnostics (7 papers) and Advanced X-ray and CT Imaging (7 papers). Carlos Martín-Isla collaborates with scholars based in Spain, United Kingdom and Hungary. Carlos Martín-Isla's co-authors include Víctor M. Campello, Cristian Izquierdo, Karim Lekadir, Steffen E. Petersen, Zahra Raisi‐Estabragh, Bettina Baeßler, Polyxeni Gkontra, Nicholas C. Harvey, Bjoern Menze and Andrea Guala and has published in prestigious journals such as Scientific Reports, Medical Image Analysis and European Radiology.

In The Last Decade

Carlos Martín-Isla

13 papers receiving 364 citations

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Carlos Martín-Isla Spain	9	219	106	101	64	45	14	371
Cristian Izquierdo Spain	6	203 0.9×	90 0.8×	93 0.9×	51 0.8×	37 0.8×	6	339
Manudeep Kalra United States	11	208 0.9×	39 0.4×	96 1.0×	87 1.4×	45 1.0×	14	380
Esther Puyol‐Antón United Kingdom	12	262 1.2×	247 2.3×	91 0.9×	55 0.9×	54 1.2×	40	481
Gregory Holste United States	10	139 0.6×	82 0.8×	23 0.2×	78 1.2×	60 1.3×	21	257
Majd Zreik Netherlands	5	351 1.6×	116 1.1×	213 2.1×	45 0.7×	27 0.6×	6	428
Ade Iriani Sapitri Indonesia	10	73 0.3×	143 1.3×	60 0.6×	57 0.9×	36 0.8×	38	344
Geunyoung Lee Singapore	13	361 1.6×	40 0.4×	35 0.3×	48 0.8×	38 0.8×	20	464
Giacomo Tarroni Italy	10	172 0.8×	118 1.1×	70 0.7×	59 0.9×	30 0.7×	30	377
Pankaj K. Jain India	11	222 1.0×	190 1.8×	39 0.4×	105 1.6×	27 0.6×	12	454

Countries citing papers authored by Carlos Martín-Isla

Since Specialization

Citations

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

Fields of papers citing papers by Carlos Martín-Isla

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Carlos Martín-Isla. 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 Carlos Martín-Isla. The network helps show where Carlos Martín-Isla may publish in the future.

Co-authorship network of co-authors of Carlos Martín-Isla

This figure shows the co-authorship network connecting the top 25 collaborators of Carlos Martín-Isla. A scholar is included among the top collaborators of Carlos Martín-Isla 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 Carlos Martín-Isla. Carlos Martín-Isla is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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14 of 14 papers shown

Korte, Chris L. de, Bram van Ginneken, Satoshi Kondo, et al.. (2025). ACOUSLIC-AI challenge report: Fetal abdominal circumference measurement on blind-sweep ultrasound data from low-income countries. Medical Image Analysis. 105. 103640–103640. 1 indexed citations

Díaz‐Caneja, Covadonga M., Dejan Stevanović, Carlos Martín-Isla, et al.. (2025). Longitudinal Prediction of Mental Health Outcomes in Vulnerable Youth using Machine Learning. Cognitive Computation. 17(5).

Raisi‐Estabragh, Zahra, Carlos Martín-Isla, Louise Nissen, et al.. (2023). Radiomics analysis enhances the diagnostic performance of CMR stress perfusion: a proof-of-concept study using the Dan-NICAD dataset. Frontiers in Cardiovascular Medicine. 10. 1141026–1141026. 2 indexed citations

Campello, Víctor M., Carlos Martín-Isla, David Viladés, et al.. (2022). Domain generalization in deep learning for contrast-enhanced imaging. Computers in Biology and Medicine. 149. 106052–106052. 8 indexed citations

Campello, Víctor M., Carlos Martín-Isla, Cristian Izquierdo, et al.. (2022). Minimising multi-centre radiomics variability through image normalisation: a pilot study. Scientific Reports. 12(1). 12532–12532. 15 indexed citations

Raisi‐Estabragh, Zahra, Liliána Szabó, Víctor M. Campello, et al.. (2022). Atrial fibrillation prediction by combining ECG markers and CMR radiomics. Scientific Reports. 12(1). 18876–18876. 8 indexed citations

Campello, Víctor M., Tian Xia, Xiao Liu, et al.. (2022). Cardiac aging synthesis from cross-sectional data with conditional generative adversarial networks. Frontiers in Cardiovascular Medicine. 9. 983091–983091. 11 indexed citations

Raisi‐Estabragh, Zahra, Liliána Szabó, Celeste McCracken, et al.. (2022). Prediction of incident cardiovascular events using machine learning and CMR radiomics. European Radiology. 33(5). 3488–3500. 22 indexed citations

Pop, Mihaela, Carlos Martín-Isla, Maxime Sermesant, et al.. (2022). Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge. Lecture notes in computer science. 1 indexed citations

10.

Campello, Víctor M., et al.. (2021). Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Segmentation: The M&Ms Challenge. Dipòsit Digital de la Universitat de Barcelona (Universitat de Barcelona). 57 indexed citations

11.

Izquierdo, Cristian, Guillem Casas, Carlos Martín-Isla, et al.. (2021). Radiomics-Based Classification of Left Ventricular Non-compaction, Hypertrophic Cardiomyopathy, and Dilated Cardiomyopathy in Cardiovascular Magnetic Resonance. Frontiers in Cardiovascular Medicine. 8. 764312–764312. 19 indexed citations

12.

Martín-Isla, Carlos, José F. Rodríguez‐Palomares, Andrea Guala, Sérgio Escalera, & Karim Lekadir. (2021). Multi-Disease, Multi-View & Multi-Center Right Ventricular Segmentation in Cardiac MRI (M&Ms-2). Zenodo (CERN European Organization for Nuclear Research). 1 indexed citations

13.

Martín-Isla, Carlos, Víctor M. Campello, Cristian Izquierdo, et al.. (2020). Image-Based Cardiac Diagnosis With Machine Learning: A Review. Frontiers in Cardiovascular Medicine. 7. 1–1. 163 indexed citations

14.

Raisi‐Estabragh, Zahra, Cristian Izquierdo, Víctor M. Campello, et al.. (2020). Cardiac magnetic resonance radiomics: basic principles and clinical perspectives. European Heart Journal - Cardiovascular Imaging. 21(4). 349–356. 63 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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