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Final Program


CRS Abstract Guide

Artificial Intelligence and Predictive Models
Technical Session

Tech Session I: Artificial Intelligence and Predictive Models

Tuesday, July 15, 2025
10:00 AM - 12:00 PM EDT
Location: 123

Sponsored By 

    Chair(s)

  • Yosi Shamay, PhD

    Assistant Professor, Faculty of Biomedical Engineering
    Technion, Israel Institute of technology
    Haifa, Israel

    • Co-Chair(s)

  • Christine Allen, Dr.

    Professor
    University of Toronto
    Toronto, Ontario, Canada

Sponsored by: F. Hoffmann- La Roche

Convergence of drug delivery with artificial intelligence, machine learning, mathematical modeling (PK, PD, compartment modeling), tools for material selection and optimization of pharmacological and biological performance of delivery systems, modeling of biophysical processes (e.g., cell uptake, mass transport, biodistribution, biodegradation, etc).

Presentations:

  • 10:04 AM - 10:29 AM EDT
    Quantitative Structure-Nanoparticle Assembly Prediction of Protein Degraders

    Invited Speaker: Daniel A. Heller, PhD (he/him/his) – Memorial Sloan Kettering Cancer Center

  • 10:29 AM - 10:54 AM EDT
    3D-bioprinted cancer models for prediction of nanomedicine response driven by H&E-based AI algorithm

    Invited Speaker - Exceptional Abstract: Ronit Satchi-Fainaro, PhD (she/her/hers) – Tel Aviv University

  • 10:54 AM - 11:05 AM EDT
    Leverage HTS, HTA and predictive models to advance lipid nanoparticle formulation development

    Oral Abstract Speaker: Yuchen Fan – Genentech

  • 11:05 AM - 11:16 AM EDT
    Proton sponge or membrane fusion? – Endosomal escape of siRNA polyplexes unveiled by MD simulations

    Oral Abstract Speaker: Katharina M. Steinegger, Pharmacist – LMU Munich

  • 11:16 AM - 11:27 AM EDT
    Multiphysics modeling towards a digital twin platform for drug-loaded polyester-based implants

    Oral Abstract Speaker: Marion Krapez, PhD (she/her/hers) – Michelin

  • 11:27 AM - 11:38 AM EDT
    Machine Learning-driven rational design of exosome-mimic nanoparticles

    Oral Abstract Speaker: Joonchul Shin – Yonsei University

  • 11:38 AM - 11:49 AM EDT
    Nanocarrier imaging at single-cell resolution across entire mouse bodies with deep learning

    Oral Abstract Speaker: Jie -. Luo, jieluo@purdue.edu (he/him/his) – Purdue University

  • 11:49 AM - 12:00 PM EDT
    Physics Informed One-stop AI Preformulation Prediction Platform

    Oral Abstract Speaker: Nannan Wang (he/him/his) – University of Macau