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C

Caroline Petitjean

centre national de la recherche scientifique (cnrs)

30H-index
180Paper Count
7.9KCitation Count
Published Papers 27
Publication Date
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A Unified Framework for Multimodal Joint Segmentation and Registration Combining Finite Distortion Theory and Implicit Neural Networks
errJournal of Mathematical Imaging and Vision
IF1.5
err2026-01-20
err0
errOAAI
errLine, Diane Chan Sock; Debroux, Noemie; Le Guyader, Carole; Petitjean, Caroline
errShare
errSave
CoordConv-Unet: Investigating CoordConv for Organ Segmentation
errIRBM
IF4.2
err2021-12-01
err11
errOAAI
errEl Jurdi, R.; Petitjean, C.; Honeine, P.; Abdallah, F.
errShare
errSave
BB-UNet: U-Net With Bounding Box Prior
errIEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING
IF13.7
err2020-10-01
err44
errOAAI
errEl Jurdi, Rosana; Petitjean, Caroline; Honeine, Paul; Abdallah, Fahed
errShare
errSave
Improving pattern spotting in historical documents using feature pyramid networks
errPATTERN RECOGNITION LETTERS
IF3.3
err2020-03-01
err11
errOAAI
errUbeda, Ignacio; Saavedra, Jose M.; Nicolas, Stephane; Petitjean, Caroline; Heutte, Laurent
errShare
errSave
Early effects of temperate agroforestry practices on soil organic matter and microbial enzyme activity
errPLANT AND SOIL
IF4.1
err2019-11-09
err22
errOAAI
errClivot, Hugues; Petitjean, Caroline; Marron, Nicolas; Dalle, Erwin; Genestier, Julie; Blaszczyk, Nicolas; Santenoise, Philippe; Laflotte, Alexandre; Piutti, Severine
errShare
errSave
Multiple instance learning for histopathological breast cancer image classification
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2019-03-01
err246
PREAI
errSudharshan, P. J.; Petitjean, Caroline; Spanhol, Fabio; Oliveira, Luiz Eduardo; Heutte, Laurent; Honeine, Paul
errShare
errSave
Automatic classification of human sperm head morphology
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2017-05-01
err42
PREAI
errChang, Violeta; Heutte, Laurent; Petitjean, Caroline; Hartel, Steffen; Hitschfeld, Nancy
errShare
errSave
A scalable pattern spotting system for historical documents
errPATTERN RECOGNITION
IF7.6
err2016-06-01
err19
PREAI
errEn, Sovann; Petitjean, Caroline; Nicolas, Stephane; Heutte, Laurent
errShare
errSave
Extreme learning machine for out-of-sample extension in Laplacian eigenmaps
errPATTERN RECOGNITION LETTERS
IF3.3
err2016-04-01
err11
PREAI
errQuispe, Arturo Mendoza; Petitjean, Caroline; Heutte, Laurent
errShare
errSave
Segmentation of lymphoma tumor in PET images using cellular automata: A preliminary study
errIRBM
IF4.2
err2016-02-01
err8
PREAI
errDesbordes, P.; Petitjean, C.; Ruan, S.
errShare
errSave
Robust Optimal Feature Selection for Lung Tumor Recurrence Prediction in PET Imaging
errINTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS
IF6.5
err2015-11-01
err0
PREAI
errRuan, S.; Mi, H.; Petitjean, C.; Li, H.; Chen, H. C.; Robinson, C. G.; Dubray, B.; Vera, P.
errShare
errSave
Soil N2O emissions in French Guiana after the conversion of tropical forest to agriculture with the chop-and-mulch method
errAGRICULTURE ECOSYSTEMS & ENVIRONMENT
IF6.4
err2015-10-01
err17
PREAI
errPetitjean, C.; Henault, C.; Perrin, A. -S.; Pontet, C.; Metay, A.; Bernoux, M.; Jehanno, T.; Viard, A.; Roggy, J. -C.
errShare
errSave
Robust feature selection to predict tumor treatment outcome
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2015-07-01
err28
PREAI
errMi, Hongmei; Petitjean, Caroline; Dubray, Bernard; Vera, Pierre; Ruan, Su
errShare
errSave
Joint tumor growth prediction and tumor segmentation on therapeutic follow-up PET images
errMEDICAL IMAGE ANALYSIS
IF11.8
err2015-07-01
err24
PREAI
errMi, Hongmei; Petitjean, Caroline; Vera, Pierre; Ruan, Su
errShare
errSave
Right ventricle segmentation from cardiac MRI: A collation study
errMEDICAL IMAGE ANALYSIS
IF11.8
err2015-01-01
err179
errOAAI
errPetitjean, 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
errShare
errSave
Scattering features for lung cancer detection in fibered confocal fluorescence microscopy images
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2014-06-01
err19
errOAAI
errRakotomamonjy, Alain; Petitjean, Caroline; Salauen, Mathieu; Thiberville, Luc
errShare
errSave
Prediction of Lung Tumor Evolution During Radiotherapy in Individual Patients With PET
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2014-04-01
err28
PREAI
errMi, Hongmei; Petitjean, Caroline; Dubray, Bernard; Vera, Pierre; Ruan, Su
errShare
errSave
Conversion of forest to agriculture in Amazonia with the chop-and-mulch method: Does it improve the soil carbon stock?
errAGRICULTURE ECOSYSTEMS & ENVIRONMENT
IF6.4
err2014-02-01
err25
PREAI
errPerrin, 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
errShare
errSave
One class random forests
errPATTERN RECOGNITION
IF7.6
err2013-12-01
err126
errOAAI
errDesir, Chesner; Bernard, Simon; Petitjean, Caroline; Heutte, Laurent
errShare
errSave
Microbial bioindicators of soil functioning after disturbance: The case of gold mining in tropical rainforests of French Guiana
errECOLOGICAL INDICATORS
IF7.4
err2012-09-01
err34
PREAI
errSchimann, Heidy; Petit-Jean, Caroline; Guitet, Stephane; Reis, Tatiane; Domenach, Anne Marie; Roggy, Jean-Christophe
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
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Christos Davatzikos
H-index: 120 · Papers: 1.2K
S
Sébastien Ourselin
H-index: 119 · Papers: 1.8K
H
Huazhu Fu
H-index: 80 · Papers: 558
M
M. Jorge Cardoso
H-index: 75 · Papers: 638
M
Martial Bernoux
H-index: 64 · Papers: 291
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