Whole-cell segmentation of tissue images with human-level performance using large-scale data annotation and deep learning

Noah F. Greenwald, Geneva Miller, Erick Moen, +26

Nature Biotechnology

EngineeringMachine LearningDigital PathologyBiomedical EngineeringImage Analysis +14

The Society for Immunotherapy of Cancer statement on best practices for multiplex immunohistochemistry (IHC) and immunofluorescence (IF) staining and validation

Janis M. Taube, Güray Aktürk, Michael Angelo, +24

Journal for ImmunoTherapy of Cancer

A spatially resolved timeline of the human maternal–fetal interface

Shirley Greenbaum, Inna Averbukh, Erin Soon, +20

Nature

Whole-cell segmentation of tissue images with human-level performance using large-scale data annotation and deep learning

Noah F. Greenwald, Geneva Miller, Erick Moen, +25

Convolutional Neural NetworkEngineeringMachine LearningDigital PathologyAutoencoders +19

MAUI (MBI Analysis User Interface)—An image processing pipeline for Multiplexed Mass Based Imaging

Alex Baranski, Idan Milo, Shirley Greenbaum, +4

PLoS Computational Biology

EngineeringMicroscopyMultiplexed MassChannel CrosstalkBiomedical Engineering +20

Maternal total cell-free DNA in preeclampsia and fetal growth restriction: Evidence of differences in maternal response to abnormal implantation

Tal Rafaeli-Yehudai, Majdi Imterat, Amos Douvdevani, +12

PLoS ONE

Underlying mechanisms of retained placenta: Evidence from a population based cohort study

Shirley Greenbaum, Tamar Wainstock, Doron Dukler, +2

European Journal of Obstetrics & Gynecology and Reproductive Biology

EmbryologyPlacental DevelopmentMaternal ComplicationReproductive HealthGynecology +9

Cesarean Delivery and Childhood Malignancies: A Single-Center, Population-Based Cohort Study

Shirley Greenbaum, Eyal Sheiner, Tamar Wainstock, +4

The Journal of Pediatrics

Cesarean HealthCesarean DeliveryAbortionMaternal ComplicationPediatrics +6

Spatiotemporal coordination at the maternal-fetal interface promotes trophoblast invasion and vascular remodeling in the first half of human pregnancy

Shirley Greenbaum, Inna Averbukh, Erin Soon, +18

Fetal MedicineGynecologyEmbryologyHuman PregnancyMaternal-fetal Interface Promotes +23

Society for Immunotherapy of Cancer: updates and best practices for multiplex immunohistochemistry (IHC) and immunofluorescence (IF) image analysis and data sharing

Janis M. Taube, Joel Sunshine, Michael Angelo, +28

Journal for ImmunoTherapy of Cancer