Development and deployment of a histopathology-based deep learning algorithm for patient prescreening in a clinical trial.

Autor: Juan Ramon A; Janssen R&D, LLC, a Johnson & Johnson Company. Data Science and Digital Health, San Diego, CA, USA. ajuanram@its.jnj.com., Parmar C; Janssen R&D, LLC, a Johnson & Johnson Company. Data Science and Digital Health, San Diego, CA, USA., Carrasco-Zevallos OM; Janssen R&D, LLC, a Johnson & Johnson Company. Data Science and Digital Health, Cambridge, MA, USA., Csiszer C; Janssen R&D, LLC, a Johnson & Johnson Company. Data Science and Digital Health, Titusville, NJ, USA., Yip SSF; Janssen R&D, LLC, a Johnson & Johnson Company. Data Science and Digital Health, Cambridge, MA, USA., Raciti P; Janssen R&D, LLC, a Johnson & Johnson Company. Oncology, Spring House, PA, USA., Stone NL; Janssen R&D, LLC, a Johnson & Johnson Company. Oncology, Spring House, PA, USA., Triantos S; Janssen R&D, LLC, a Johnson & Johnson Company. Oncology, Spring House, PA, USA., Quiroz MM; Janssen R&D, LLC, a Johnson & Johnson Company. Oncology, Spring House, PA, USA., Crowley P; Janssen R&D, LLC, a Johnson & Johnson Company. Global Development, High Wycombe, UK., Batavia AS; Janssen R&D, LLC, a Johnson & Johnson Company. Data Science and Digital Health, Titusville, NJ, USA., Greshock J; Janssen R&D, LLC, a Johnson & Johnson Company. Data Science and Digital Health, Spring House, PA, USA., Mansi T; Janssen R&D, LLC, a Johnson & Johnson Company. Data Science and Digital Health, Titusville, NJ, USA., Standish KA; Janssen R&D, LLC, a Johnson & Johnson Company. Data Science and Digital Health, San Diego, CA, USA.

Publikováno v: Nature communications [Nat Commun] 2024 Jun 01; Vol. 15 (1), pp. 4690. Date of Electronic Publication: 2024 Jun 01.

Machine learning approaches for spatial omics data analysis in digital pathology: tools and applications in genitourinary oncology.

Autor: Kim, Hojung, Kim, Jina, Yeon, Su Yeon, You, Sungyong

Publikováno v: Frontiers in Oncology; 2024, p1-9, 9p