Deep Learning for Cell Imaging Segmentation - Lecture 20 - MIT ML in Life Sciences (Spring 2021)

MIT 6.874/6.802/20.390/20.490/HST.506 Spring 2021 Prof. Manolis Kellis Deep Learning in the Life Sciences / Computational Systems Biology Guest lecture: Juan Caicedo Playlist: https://youtube.com/playlist?list=PLypiXJdtIca5sxV7aE3-PS9fYX3vUdIOX Latest slides and course today: http://compbio.mit.edu/6874 Spring 2021 slides and materials: http://mit6874.github.io/ 0:00 Image-based cell phenotyping 7:38 Cell segmentation 10:11 Data science bowl 15:13 Achitectures 27:39 Utility 34:06 Single cell representation learning 41:38 Correcting for batch effects