partnerships@4dpath.com

Publications and Posters

Publications and Posters

Automated H&E image-based detection and prognostic evaluation of HER2 heterogeneity in ER+ breast cancers.

Authors: Satabhisa Mukhopadhyay, Tathagata Dasgupta, Angelene Berwick, Elizabeth Walsh, Michele Cummings, Nicolas M. Orsi

ASCO 2022

Automated H&E whole slide image surrogate Ki67 index prediction and prognostic value across breast cancer subtypes.

Authors: Satabhisa Mukhopadhyay, Tathagata Dasgupta, Angelene Berwick, Elizabeth Walsh, Andrew Hanby, Rebecca Millican-Slater, Michele Cummings, Nicolas M. Orsi

ASCO 2022

Extracting the Right Data for Patient Care.

Authors: Satabhisa Mukhopadhyay, Tathagata Dasgupta

The Pathologist

One Step Beyond: Artificial Intelligence for Image-Based Prognostication Leveraging artificial intelligence for tumor detection and prognostication.

Authors: Nicolas M. Orsi, Elizabeth Walsh, Katie Allen

The Pathologist

Automated, IHC/FISH-free, H&E histopathology image-based HER2 amplification, tumor infiltrating lymphocyte (TIL) and tumor heterogeneity profiling in breast cancer.

Authors: Satabhisa Mukhopadhyay, Tathagata Dasgupta, Nicolas M. Orsi, Michele Cummings, Angelene Berwick

ASCO 2021

Automated immunostaining-free prediction of breast carcinoma ER and PR status, Ki67 count, patient therapy stratification index and quantification of prognostic quiescence burden in TNBC from pretreatment H&E stained histopathology images in breast cancer.heterogeneity profiling in breast cancer.

Authors: Satabhisa Mukhopadhyay, Tathagata Dasgupta, Nicolas M. Orsi, Michele Cummings, Angelene Berwick

ASCO 2021