C’est avec grand plaisir que le Centre de Recherche en Données Massives, en collaboration avec le CERVO Brain research centre, vous invite à participer à la conférence « Accessible AI ecosystems for advanced microscopy »:

– Date : 23 avril 2026
– Heure : dès 11h
– Conférencière: Estibaliz Gómez de Mariscal
– Salle : F-1455 (Centre de recherche CERVO)

À propos de la conférence

Artificial intelligence (AI) is enabling transformative advances in life sciences, particularly in image-driven discovery. In this seminar, I will discuss our efforts to enhance microscopy imaging through AI-driven innovation, including PhotoFiTT, a label-free, quantitative deep learning framework that assesses phototoxicity during live-cell imaging and optimizes acquisition strategies to preserve sample health, and ReScale4DL, a method for optimizing imaging parameters at the experimental design stage to balance image quality, throughput, and downstream analysis requirements. Critically, such methodological advances can only reach their full potential within open, interoperable, and inclusive AI ecosystems. To address this, we have been developing tools such as deepImageJ, DL4MicEverywhere, and the BioImage Model Zoo among others, which aim to democratize deep learning, establish transparent standards, and promote reproducibility across the imaging community. Together, these efforts reflect our vision for making AI-powered microscopy more practical, comprehensive, and accessible to researchers worldwide.

À propos de la conférencière

Dr. Estibaliz Gómez-de-Mariscal earned her PhD in Mathematical Engineering at Universidad Carlos III de Madrid (Spain) and since 2021, she is a postdoctoral researcher in Prof. Henriques’ group at ITQB NOVA (Portugal). Her research combines AI, computational methods and imaging to study cellular behaviour in a data-driven manner. She has contributed novel methods to the fields of cancer cell migration, cell phototoxicity, and microbiology, and co-developed open-source deep learning tools for microscopy, like deepImageJ, the BioImage Model Zoo and DL4MicEverywhere. She is a founding member of the AI4LIFE EU consortium and her work has earned multiple awards including the SBI2 President’s Award and recently, a Wellcome Trust Discovery Award. Prospectively in summer 2026, she will start her research group on AI and microscopy for biomedical discovery at NOVA Institute for Medical Systems Biology (NIMSB) in Portugal.

Nous espérons vivement vous compter parmi nous pour cette conférence enrichissante.

Au plaisir de vous y accueillir !