Caroline Petitjean

7.9k total citations · 5 hit papers
70 papers, 4.9k citations indexed

About

Caroline Petitjean is a scholar working on Computer Vision and Pattern Recognition, Radiology, Nuclear Medicine and Imaging and Artificial Intelligence. According to data from OpenAlex, Caroline Petitjean has authored 70 papers receiving a total of 4.9k indexed citations (citations by other indexed papers that have themselves been cited), including 36 papers in Computer Vision and Pattern Recognition, 28 papers in Radiology, Nuclear Medicine and Imaging and 15 papers in Artificial Intelligence. Recurrent topics in Caroline Petitjean's work include Medical Image Segmentation Techniques (19 papers), Medical Imaging Techniques and Applications (11 papers) and Radiomics and Machine Learning in Medical Imaging (11 papers). Caroline Petitjean is often cited by papers focused on Medical Image Segmentation Techniques (19 papers), Medical Imaging Techniques and Applications (11 papers) and Radiomics and Machine Learning in Medical Imaging (11 papers). Caroline Petitjean collaborates with scholars based in France, Brazil and French Guiana. Caroline Petitjean's co-authors include Laurent Heutte, Fábio Alexandre Spanhol, Luiz S. Oliveira, Jean‐Nicolas Dacher, Su Ruan, Roger Trullo, Dinggang Shen, Dong Nie, Qian Wang and Jun Lian and has published in prestigious journals such as Neurology, Expert Systems with Applications and IEEE Transactions on Biomedical Engineering.

In The Last Decade

Caroline Petitjean

67 papers receiving 4.7k 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.

A Dataset for Breast Cancer Histopathological Image Classification

2015 1.1k citations Fábio Alexandre Spanhol, Luiz S. Oliveira et al. IEEE Transactions on Biomedical Engineering profile →
Breast cancer histopathological image classification using Convolutional Neural Networks

2016 617 citations Fábio Alexandre Spanhol, Luiz S. Oliveira et al. profile →
A review of segmentation methods in short axis cardiac MR images

2010 489 citations Caroline Petitjean, Jean‐Nicolas Dacher Medical Image Analysis profile →
Medical Image Synthesis with Context-Aware Generative Adversarial Networks

2017 426 citations Dong Nie, Roger Trullo et al. Lecture notes in computer science profile →
Medical Image Synthesis with Deep Convolutional Adversarial Networks

2018 421 citations Dong Nie, Roger Trullo et al. IEEE Transactions on Biomedical Engineering profile →

Peers

Countries citing papers authored by Caroline Petitjean

Since Specialization

Citations

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

Fields of papers citing papers by Caroline Petitjean

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Caroline Petitjean

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

#	Work	Indexed citations
1	A study of attention information from transformer layers in hybrid medical image segmentation networks 2023 ·SPIRE - Sciences Po Institutional REpository ·(unknown), Caroline Petitjean, Fabrice Mériaudeau	1
2	High-level prior-based loss functions for medical image segmentation: A survey 2021 ·Computer Vision and Image Understanding ·(unknown), Caroline Petitjean, Paul Honeiné, Veronika Cheplygina, Fahed Abdallah	65
3	Direct estimation of fetal head circumference from ultrasound images based on regression CNN 2020 ·Jing Zhang, Caroline Petitjean, (unknown), Samia Aïnouz	10
4	BB-UNet: U-Net With Bounding Box Prior 2020 ·IEEE Journal of Selected Topics in Signal Processing ·(unknown), Caroline Petitjean, Paul Honeiné, Fahed Abdallah	45
5	Early effects of temperate agroforestry practices on soil organic matter and microbial enzyme activity 2019 ·Plant and Soil ·Hugues Clivot, Caroline Petitjean, Nicolas Marron, (unknown), (unknown), (unknown), Philippe Santenoise, (unknown), Séverine Piutti	28
6	Multiple instance learning for histopathological breast cancer image classification 2018 ·Expert Systems with Applications ·(unknown), Caroline Petitjean, Fábio Alexandre Spanhol, Luiz S. Oliveira, Laurent Heutte, Paul Honeiné	256
7	Automatic classification of human sperm head morphology 2017 ·Computers in Biology and Medicine ·(unknown), Laurent Heutte, Caroline Petitjean, Steffen Härtel, Nancy Hitschfeld	45
8	Medical Image Synthesis with Context-Aware Generative Adversarial Networks breakdown → 2017 ·Lecture notes in computer science ·Dong Nie, Roger Trullo, Jun Lian, Caroline Petitjean, Su Ruan, Qian Wang, Dinggang Shen	426
9	Carotid diaphragm: Atypical fibromuscular dysplasia or atheromatous lesions? 2017 ·Revue Neurologique ·(unknown), J.-M. Baud, Lydia Deschamps, Caroline Petitjean, (unknown), (unknown), (unknown), (unknown), Fernando Pico	15
10	Breast cancer histopathological image classification using Convolutional Neural Networks breakdown → 2016 ·Fábio Alexandre Spanhol, Luiz S. Oliveira, Caroline Petitjean, Laurent Heutte	617
11	Joint tumor growth prediction and tumor segmentation on therapeutic follow-up PET images 2015 ·Medical Image Analysis ·(unknown), Caroline Petitjean, Pierre Véra, Su Ruan	21
12	Scattering features for lung cancer detection in fibered confocal fluorescence microscopy images 2014 ·Artificial Intelligence in Medicine ·Alain Rakotomamonjy, Caroline Petitjean, Mathieu Salaün, Luc Thiberville	19
13	Classification of Endomicroscopic Images of the Lung Based on Random Subwindows and Extra-Trees 2012 ·IEEE Transactions on Biomedical Engineering ·(unknown), Caroline Petitjean, Laurent Heutte, Mathieu Salaün, Luc Thiberville	41
14	Cardiac MRI Assessment of Right Ventricular Function in Acquired Heart Disease 2012 ·Academic Radiology ·Jérôme Caudron, Jeannette Fares, (unknown), P.-H. Vivier, Caroline Petitjean, Jean‐Nicolas Dacher	52
15	An SVM-based distal lung image classification using texture descriptors 2011 ·Computerized Medical Imaging and Graphics ·(unknown), Caroline Petitjean, Laurent Heutte, Luc Thiberville, Mathieu Salaün	16
16	Diagnostic accuracy and variability of three semi-quantitative methods for assessing right ventricular systolic function from cardiac MRI in patients with acquired heart disease 2011 ·European Radiology ·Jérôme Caudron, Jeannette Fares, P.-H. Vivier, (unknown), Caroline Petitjean, Jean‐Nicolas Dacher	51
17	A review of segmentation methods in short axis cardiac MR images breakdown → 2010 ·Medical Image Analysis ·Caroline Petitjean, Jean‐Nicolas Dacher	489
18	Uro-IRM fonctionnelle chez l’enfant 2009 ·Journal de Radiologie ·P.-H. Vivier, (unknown), (unknown), (unknown), (unknown), Caroline Petitjean, Jean‐Nicolas Dacher	20
19	Analgésie par le protoxyde d’azote pour la réalisation de la biopsie rénale percutanée chez l’enfant 2001 ·Archives de Pédiatrie ·Christine Piètrement, Rémi Salomon, Françoise Monceaux, Caroline Petitjean, Patrick Niaudet	12
20	[Magnetic resonance angiography: fields of exploration, main indications and limitations]. 1997 ·PubMed ·(unknown), (unknown), Caroline Petitjean, C. Chapelon-Abric, B. Wechsler, E Schouman-Claeys, Piette Jc, D. Buthiau	0

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