Caroline Petitjean - Publications, H-index & Citations

Caroline Petitjean

centre national de la recherche scientifique (cnrs)

30H指数

180论文数

7.9K被引数

收录论文 27

发表时间

A Unified Framework for Multimodal Joint Segmentation and Registration Combining Finite Distortion Theory and Implicit Neural Networks 结合有限形变理论和隐式神经网络的多模态联合分割与配准的统一框架

Journal of Mathematical Imaging and Vision

IF1.5

2026-01-20

OAAI

Line, Diane Chan Sock; Debroux, Noemie; Le Guyader, Carole; Petitjean, Caroline

CoordConv-Unet: Investigating CoordConv for Organ Segmentation

IRBM

IF4.2

2021-12-01

OAAI

El Jurdi, R.; Petitjean, C.; Honeine, P.; Abdallah, F.

BB-UNet: U-Net With Bounding Box Prior

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING

IF13.7

2020-10-01

OAAI

El Jurdi, Rosana; Petitjean, Caroline; Honeine, Paul; Abdallah, Fahed

Improving pattern spotting in historical documents using feature pyramid networks

PATTERN RECOGNITION LETTERS

IF3.3

2020-03-01

OAAI

Ubeda, Ignacio; Saavedra, Jose M.; Nicolas, Stephane; Petitjean, Caroline; Heutte, Laurent

Early effects of temperate agroforestry practices on soil organic matter and microbial enzyme activity

PLANT AND SOIL

IF4.1

2019-11-09

OAAI

Clivot, Hugues; Petitjean, Caroline; Marron, Nicolas; Dalle, Erwin; Genestier, Julie; Blaszczyk, Nicolas; Santenoise, Philippe; Laflotte, Alexandre; Piutti, Severine

Multiple instance learning for histopathological breast cancer image classification 多示例学习在组织病理学乳腺癌图像分类中的应用

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2019-03-01

246

PREAI

Sudharshan, P. J.; Petitjean, Caroline; Spanhol, Fabio; Oliveira, Luiz Eduardo; Heutte, Laurent; Honeine, Paul

Automatic classification of human sperm head morphology

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2017-05-01

PREAI

Chang, Violeta; Heutte, Laurent; Petitjean, Caroline; Hartel, Steffen; Hitschfeld, Nancy

A scalable pattern spotting system for historical documents

PATTERN RECOGNITION

IF7.6

2016-06-01

PREAI

En, Sovann; Petitjean, Caroline; Nicolas, Stephane; Heutte, Laurent

Extreme learning machine for out-of-sample extension in Laplacian eigenmaps

PATTERN RECOGNITION LETTERS

IF3.3

2016-04-01

PREAI

Quispe, Arturo Mendoza; Petitjean, Caroline; Heutte, Laurent

Segmentation of lymphoma tumor in PET images using cellular automata: A preliminary study

IRBM

IF4.2

2016-02-01

PREAI

Desbordes, P.; Petitjean, C.; Ruan, S.

Robust Optimal Feature Selection for Lung Tumor Recurrence Prediction in PET Imaging

INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

IF6.5

2015-11-01

PREAI

Ruan, S.; Mi, H.; Petitjean, C.; Li, H.; Chen, H. C.; Robinson, C. G.; Dubray, B.; Vera, P.

Soil N2O emissions in French Guiana after the conversion of tropical forest to agriculture with the chop-and-mulch method

AGRICULTURE ECOSYSTEMS & ENVIRONMENT

IF6.4

2015-10-01

PREAI

Petitjean, C.; Henault, C.; Perrin, A. -S.; Pontet, C.; Metay, A.; Bernoux, M.; Jehanno, T.; Viard, A.; Roggy, J. -C.

Robust feature selection to predict tumor treatment outcome

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2015-07-01

PREAI

Mi, Hongmei; Petitjean, Caroline; Dubray, Bernard; Vera, Pierre; Ruan, Su

Joint tumor growth prediction and tumor segmentation on therapeutic follow-up PET images

MEDICAL IMAGE ANALYSIS

IF11.8

2015-07-01

PREAI

Mi, Hongmei; Petitjean, Caroline; Vera, Pierre; Ruan, Su

Right ventricle segmentation from cardiac MRI: A collation study

MEDICAL IMAGE ANALYSIS

IF11.8

2015-01-01

179

OAAI

Petitjean, Caroline; Zuluaga, Maria A.; Bai, Wenjia; Dacher, Jean-Nicolas; Grosgeorge, Damien; Caudron, Jerome; Ruan, Su; Ben Ayed, Ismail; Cardoso, M. Jorge; Chen, Hsiang-Chou; Jimenez-Carretero, Daniel; Ledesma-Carbayo, Maria J.; Davatzikos, Christos; Doshi, Jimit; Erus, Guray; Maier, Oskar M. O.; Nambakhsh, Cyrus M. S.; Ou, Yangming; Ourselin, Sebastien; Peng, Chun-Wei; Peters, Nicholas S.; Peters, Terry M.; Rajchi, Martin; Rueckert, Daniel; Santos, Andres; Shi, Wenzhe; Wang, Ching-Wei; Wang, Haiyan; Yuan, Jing

Scattering features for lung cancer detection in fibered confocal fluorescence microscopy images

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2014-06-01

OAAI

Rakotomamonjy, Alain; Petitjean, Caroline; Salauen, Mathieu; Thiberville, Luc

Prediction of Lung Tumor Evolution During Radiotherapy in Individual Patients With PET

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2014-04-01

PREAI

Mi, Hongmei; Petitjean, Caroline; Dubray, Bernard; Vera, Pierre; Ruan, Su

Conversion of forest to agriculture in Amazonia with the chop-and-mulch method: Does it improve the soil carbon stock?

AGRICULTURE ECOSYSTEMS & ENVIRONMENT

IF6.4

2014-02-01

PREAI

Perrin, Anne-Sophie; Fujisaki, Kenji; Petitjean, Caroline; Sarrazin, Max; Godet, Mathieu; Garric, Bernard; Horth, Jean-Claude; Balbino, Luiz Carlos; Silveira Filho, Austrelino; Oliveira de Almeida Machado, Pedro Luiz; Brossard, Michel

One class random forests

PATTERN RECOGNITION

IF7.6

2013-12-01

126

OAAI

Desir, Chesner; Bernard, Simon; Petitjean, Caroline; Heutte, Laurent

Microbial bioindicators of soil functioning after disturbance: The case of gold mining in tropical rainforests of French Guiana

ECOLOGICAL INDICATORS

IF7.4

2012-09-01

PREAI

Schimann, Heidy; Petit-Jean, Caroline; Guitet, Stephane; Reis, Tatiane; Domenach, Anne Marie; Roggy, Jean-Christophe

研究方向