Enabling Global Image Data Sharing in the Life Sciences

no code implementations • 23 Jan 2024 • Peter Bajcsy, Sreenivas Bhattiprolu, Katy Boerner, Beth A Cimini, Lucy Collinson, Jan Ellenberg, Reto Fiolka, Maryellen Giger, Wojtek Goscinski, Matthew Hartley, Nathan Hotaling, Rick Horwitz, Florian Jug, Anna Kreshuk, Emma Lundberg, Aastha Mathur, Kedar Narayan, Shuichi Onami, Anne L. Plant, Fred Prior, Jason Swedlow, Adam Taylor, Antje Keppler

Coordinated collaboration is essential to realize the added value of and infrastructure requirements for global image data sharing in the life sciences.

Report of the Medical Image De-Identification (MIDI) Task Group -- Best Practices and Recommendations

no code implementations • 18 Mar 2023 • David A. Clunie, Adam Flanders, Adam Taylor, Brad Erickson, Brian Bialecki, David Brundage, David Gutman, Fred Prior, J Anthony Seibert, John Perry, Judy Wawira Gichoya, Justin Kirby, Katherine Andriole, Luke Geneslaw, Steve Moore, TJ Fitzgerald, Wyatt Tellis, Ying Xiao, Keyvan Farahani

Only technical issues of public sharing are addressed.

De-identification Federated Learning

Decentralised Multi-Agent Reinforcement Learning for Dynamic and Uncertain Environments

no code implementations • 16 Sep 2014 • Andrei Marinescu, Ivana Dusparic, Adam Taylor, Vinny Cahill, Siobhán Clarke

In this paper we propose P-MARL, a decentralised MARL algorithm enhanced by a prediction mechanism that provides accurate information regarding up-coming changes in the environment.

Multiagent Systems