Caroline Jan

According to our database, Caroline Jan authored at least 10 papers between 2015 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Macaque neuron instance segmentation only with point annotations based on multiscale fully convolutional regression neural network.

Zhenzhen You, Ming Jiang, Zhenghao Shi, Cheng Shi, Shuangli Du, Jimin Liang, Anne-Sophie Hérard, Caroline Jan, Nicolas Souedet, Thierry Delzescaux

Neural Comput. Appl., 2022

End-to-end Neuron Instance Segmentation based on Weakly Supervised Efficient UNet and Morphological Post-processing.

Huaqian Wu, Nicolas Souedet, Caroline Jan, Cédric Clouchoux, Thierry Delzescaux

CoRR, 2022

A general deep learning framework for neuron instance segmentation based on Efficient UNet and morphological post-processing.

Huaqian Wu, Nicolas Souedet, Caroline Jan, Cédric Clouchoux, Thierry Delzescaux

Comput. Biol. Medicine, 2022

Adversarial Stain Transfer to Study the Effect of Color Variation on Cell Instance Segmentation.

Huaqian Wu, Nicolas Souedet, Camille Mabillon, Caroline Jan, Cédric Clouchoux, Thierry Delzescaux

Proceedings of the Medical Optical Imaging and Virtual Microscopy Image Analysis, 2022

2021

Evaluation of Deep Learning Topcoders Method for Neuron Individualization in Histological Macaque Brain Section.

Huaqian Wu, Nicolas Souedet, Zhenzhen You, Caroline Jan, Cédric Clouchoux, Thierry Delzescaux

CoRR, 2021

Evaluation of Deep Learning Topcoders Method for Neuron Individualization in Histological Macaque Brain Section^*.

Huaqian Wu, Nicolas Souedet, Zhenzhen You, Caroline Jan, Cédric Clouchoux, Thierry Delzescaux

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Automated Atlas-based Segmentation of Single Coronal Mouse Brain Slices using Linear 2D-2D Registration.

Sébastien Piluso, Nicolas Souedet, Caroline Jan, Cédric Clouchoux, Thierry Delzescaux

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Automated Detection Of Highly Aggregated Neurons In Microscopic Images Of Macaque Brain.

Zhenzhen You, Ming Jiang, Zhenghao Shi, Cheng Shi, Shuangli Du, Jimin Liang, Anne-Sophie Hérard, Caroline Jan, Nicolas Souedet, Thierry Delzescaux

Proceedings of the IEEE International Conference on Image Processing, 2020

2016

Automated cell individualization and counting in cerebral microscopic images.

Zhenzhen You, Michel E. Vandenberghe, Yaël Balbastre, Nicolas Souedet, Philippe Hantraye, Caroline Jan, Anne-Sophie Hérard, Thierry Delzescaux

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015

A Quantitative Approach to Characterize MR Contrasts with Histology.

Yaël Balbastre, Michel E. Vandenberghe, Anne-Sophie Hérard, Pauline Gipchtein, Caroline Jan, Anselme L. Perrier, Philippe Hantraye, Romina Aron-Badin, Jean-François Mangin, Thierry Delzescaux

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2015