Juan C. Caicedo

Nucleus segmentation across imaging experiments: the 2018 Data Science Bowl

Juan C. Caicedo, Allen Goodman, Kyle W. Karhohs et al. · Nature Methods · 2019 · 813 citations · Full text

Evaluation of Deep Learning Strategies for Nucleus Segmentation in Fluorescence Images

Juan C. Caicedo, Jonathan Roth, Allen Goodman et al. · Cytometry Part A · 2019 · 320 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +20

Three million images and morphological profiles of cells treated with matched chemical and genetic perturbations

Srinivas Niranj Chandrasekaran, Beth A. Cimini, Amy Goodale et al. · Nature Methods · 2024 · 111 citations · Full text

Automating Morphological Profiling with Generic Deep Convolutional Networks

Nick Pawlowski, Juan C. Caicedo, Shantanu Singh et al. · 2016 · 100 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +23

Predicting compound activity from phenotypic profiles and chemical structures

Nikita Moshkov, Tim Becker, Kevin Yang et al. · Nature Communications · 2023 · 97 citations · Full text