Search Results - "Brémond Martin, Clara"

Brain organoid data synthesis and evaluation by Brémond-Martin, Clara, Simon-Chane, Camille, Clouchoux, Cédric, Histace, Aymeric

“…Introduction Datasets containing only few images are common in the biomedical field. This poses a global challenge for the development of robust deep-learning…”
Get full text

Mu-Net a Light Architecture for Small Dataset Segmentation of Brain Organoid Bright-Field Images by Brémond Martin, Clara, Simon Chane, Camille, Clouchoux, Cédric, Histace, Aymeric

“…To characterize the growth of brain organoids (BOs), cultures that replicate some early physiological or pathological developments of the human brain are…”
Get full text

Recent Trends and Perspectives in Cerebral Organoids Imaging and Analysis by Brémond Martin, Clara, Simon Chane, Camille, Clouchoux, Cédric, Histace, Aymeric

“…Purpose: Since their first generation in 2013, the use of cerebral organoids has spread exponentially. Today, the amount of generated data is becoming…”
Get full text

Tumor segmentation on whole slide images: training or prompting? by Wu, Huaqian, Brémond-Martin, Clara, Bouaou, Kévin, Clouchoux, Cédric

“…Tumor segmentation stands as a pivotal task in cancer diagnosis. Given the immense dimensions of whole slide images (WSI) in histology, deep learning…”
Get full text

Tumor Segmentation on Whole Slide Images: Training or Prompting? by Wu, Huaqian, Bremond-Martin, Clara, Bouaou, Kevin, Clouchoux, Cedric

“…Tumor segmentation stands as a pivotal task in cancer diagnosis. Given the immense dimensions of whole slide images (WSI) in histology, deep learning…”
Get full text

AAEGAN Optimization by Purposeful Noise Injection for the Generation of Bright-Field Brain Organoid Images by Martin, Clara Bremond, Chane, Camille Simon, Clouchoux, Cedric, Histace, Aymeric

“…Brain organoids are three-dimensional tissues gener-ated in vitro from pluripotent stem cells and replicating the early development of Human brain. To…”
Get full text