This Book Constitutes The Refereed Proceedings Of The 10thinternational Workshop On Clinical Image-based Procedures, Clip 2021, Second Miccai Workshop On Distributed And Collaborative Learning, Dcl 2021, First Miccai Workshop, Ll-covid19, First Secure And Privacy-preserving Machine Learning For Medical Imaging Workshop And Tutorial, Ppml 2021, Held In Conjunction With Miccai 2021, In October 2021. The Workshops Were Planned To Take Place In Strasbourg, France, But Were Held Virtually Due To The Covid-19 Pandemic.clip 2021 Accepted 9 Papers From The 13 Submissions Received. It Focuses On Holistic Patient Models For Personalized Healthcare With The Goal To Bring Basic Research Methods Closer To The Clinical Practice.