Charles Kervrann - Publications, H-index & Citations

Charles Kervrann

inria center at university of rennes and institut curie and psl research university

33H指数

323论文数

5.5K被引数

收录论文 37

发表时间

Ensembling Unets for Rare Chromosomal Aberration Detection in Metaphase Images, Uncertainty Quantification, and Ionizing Radiation Dose Estimation 将Unets集成用于有丝分裂图像中罕见染色体畸变的检测、不确定性量化和电离辐射剂量估计

Cytometry Part A

IF2.1

2026-06-16

PREAI

Antonin Deschemps; Eric Grégoire; Juan S. Martinez; Edmond D. Sanou; Aurélie Vaurijoux; Pascale Fernandez; Delphine Dugue; Laure Bobyk; Marco Valente; Gaëtan Gruel; Emmanuel Moebel; Mohamedamine Benadjaoud; Charles Kervrann

Template Learning: Deep learning with domain randomization for particle picking in cryo-electron tomography 模板学习：用于冷冻电镜断层成像中粒子挑选的深度学习与领域随机化

Nature Communications

IF15.7

2025-10-03

OAAI

Mohamad Harastani; Gurudatt Patra; Charles Kervrann; Mikhail Eltsov

Deep learning detection of dynamic exocytosis events in fluorescence TIRF microscopy 基于深度学习的荧光TIRF显微镜下动态胞吐事件的检测

PLOS COMPUTATIONAL BIOLOGY

IF3.6

2025-10-01

PREAI

Lachuer, Hugo; Moebel, Emmanuel; Mace, Anne-Sophie; Masson, Arthur; Schauer, Kristine; Kervrann, Charles

DeepCristae, a CNN for the restoration of mitochondria cristae in live microscopy images

COMMUNICATIONS BIOLOGY

IF5.1

2025-02-26

OAAI

Papereux, Salome; Leconte, Ludovic; Valades-Cruz, Cesar Augusto; Liu, Tianyan; Dumont, Julien; Chen, Zhixing; Salamero, Jean; Kervrann, Charles; Badoual, Anais

Linear Combinations of Patches are Unreasonably Effective for Single-Image Denoising

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2024-01-01

PREAI

Herbreteau, Sebastien; Kervrann, Charles

Editorial Introduction to JSTQE Special Issue on Biophotonics (2023)JSTQE生物光子学特刊社论介绍 (2023)

IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

IF5.1

2023-07-01

OAAI

Fang, Qiyin; Kervrann, Charles; Nolte, David; Semyachkina-Glushkovskaya, Oxana; Tang, Shuo; Matsuura, Yuji; Smith, Zachary

SPITFIR(e): a supermaneuverable algorithm for fast denoising and deconvolution of 3D fluorescence microscopy images and videos

SCIENTIFIC REPORTS

IF3.9

2023-01-27

OAAI

Prigent, Sylvain; Nguyen, Hoai-Nam; Leconte, Ludovic; Valades-Cruz, Cesar Augusto; Hajj, Bassam; Salamero, Jean; Kervrann, Charles

Sparse denoising and adaptive estimation enhances the resolution and contrast of fluorescence emission difference microscopy based on an array detector

OPTICS LETTERS

IF3.3

2023-01-12

OAAI

Prigent, Sylvain; Dutertre, Stephanie; Bidaud-meynard, Aurelien; Bertolin, Giulia; Michaux, Gregoire; Kervrann, Charles

BioImageIT: Open-source framework for integration of image data management with analysis

NATURE METHODS

IF32.1

2022-10-07

OAAI

Prigent, Sylvain; Valades-Cruz, Cesar Augusto; Leconte, Ludovic; Maury, Leo; Salamero, Jean; Kervrann, Charles

Towards unsupervised classification of macromolecular complexes in cryo electron tomography: Challenges and opportunities

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2022-10-01

OAAI

Moebel, E.; Kervrann, C.

DCT2net: An Interpretable Shallow CNN for Image Denoising DCT2net: 一种可解释的浅层CNN，用于图像去噪

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2022-01-01

OAAI

Herbreteau, Sebastien; Kervrann, Charles

Deep learning improves macromolecule identification in 3D cellular cryo-electron tomograms (vol 18, pg 1386, 2021)

NATURE METHODS

IF32.1

2021-11-16

OAAI

Moebel, Emmanuel; Martinez-Sanchez, Antonio; Lamm, Lorenz; Righetto, Ricardo D.; Wietrzynski, Wojciech; Albert, Sahradha; Lariviere, Damien; Fourmentin, Eric; Pfeffer, Stefan; Ortiz, Julio; Baumeister, Wolfgang; Peng, Tingying; Engel, Benjamin D.; Kervrann, Charles

Deep learning improves macromolecule identification in 3D cellular cryo-electron tomograms

NATURE METHODS

IF32.1

2021-10-21

OAAI

The coordination of spindle-positioning forces during the asymmetric division of the Caenorhabditis elegans zygote

EMBO REPORTS

IF6.2

2021-04-26

OAAI

Bouvrais, Helene; Chesneau, Laurent; Le Cunff, Yann; Fairbrass, Danielle; Soler, Nina; Pastezeur, Sylvain; Pecot, Thierry; Kervrann, Charles; Pecreaux, Jacques

A Monte Carlo framework for missing wedge restoration and noise removal in cryo-electron tomography

JOURNAL OF STRUCTURAL BIOLOGY-X

IF5.1

2020-01-01

OAAI

Moebel, Emmanuel; Kervrann, Charles

An overview of diffusion models for intracellular dynamics analysis

BRIEFINGS IN BIOINFORMATICS

IF7.7

2019-06-14

OAAI

Briane, Vincent; Vimond, Myriam; Kervrann, Charles