Michielin Lab members

Senior scientist CONTACT

RESEACH INTEREST

I am an Assistant Research Professor at The Center of Computational Imaging and Personalized Diagnostics (CCIPD) at Case Western Reserve University (USA) and a Senior research scientist in the Center of precision oncology at the Lausanne University Hospital (CHUV). My most recent research focuses on the tasks of predicting prognosis and therapy response. I maintain a research-oriented blog, andrewjanowczyk.com, which aims to provide digital pathology related insights, code, and datasets to the research community.

BACKGROUND

I have over 10 years's experience in applying computer vision algorithms to digital pathology images. One of my areas of expertise is in leveraging deep learning to build computational models to aid pathologists in many common tasks, such as disease detection and grading. My 2016 Journal of Pathology Informatics paper entitled “Deep learning for digital pathology image analysis: A comprehensive tutorial with selected use cases” (over 30k views), laid out a generalized approach via open-sourced code and datasets to facilitate the development of the next generation of data scientists. In 2018, the tool “HistoQC: A quality control pipeline for digital pathology slides” that I developped, received the Innovation Award at the European Congress of Digital Pathology (ECDP). I helped co-found and was elected secretary of the Swiss Digital Pathology Consortium (SDiPath).