Publications

2021

2019

Caicedo J, Roth J, Goodman A, Becker T, Karhohs K, Broisin M, Molnar C, McQuin C, Sing S, Theis F, et al. Evaluation of Deep Learning Strategies for Nucleus Segmentation in Fluorescence Images. 2019;95(9):952-965.
JC C, A G, KW K, BA C, J A, M H, C H, T B, M D, C MQ, et al. Nucleus segmentation across imaging experiments: the 2018 Data Science Bowl. 2019;16(12):1247-1253.

2018

Caicedo J, McQuin C, Goodman A, Singh S, Carpenter A. Weakly Supervised Learning of Single-Cell Feature Embeddings. 2018:9309-9318.

2017

2016

Caicedo J, Singh S, Carpenter A. Applications in image-based profiling of perturbations. 2016;39:134-142.