Paul Macklin
- A review of mechanistic learning in mathematical oncology
2023/12/12 by John Metzcar, Metzcar, John, Catherine R. Jutzeler +8 · 1 voice · 7 citations
Biochemistry, Genetics and Molecular Biology · Mathematics · Physics and Astronomy · #Mathematical Biology Tumor Growth #Model Reduction and Neural Networks #Protein Structure and Dynamics #q-bio.QM
- Digital twins for predictive oncology will be a paradigm shift for precision cancer care
2021/11/25 by Tina Hernandez‐Boussard, Tina Hernandez-Boussard, Paul Macklin +5 · 1 voice · 5 citations
Engineering · Medicine · #Artificial Intelligence in Healthcare and Education #Biomedical and Engineering Education #Radiomics and Machine Learning in Medical Imaging
- Exploring approaches for predictive cancer patient digital twins: Opportunities for collaboration and innovation
2022/10/06 by Eric Stahlberg, Mohamed H. Abdel‐Rahman, Boris Aguilar +30 · 1 voice · 4 citations
Engineering · Biochemistry, Genetics and Molecular Biology · Medicine · #Biomedical and Engineering Education #Cancer Genomics and Diagnostics #CAR-T cell therapy research
- Human interpretable grammar encodes multicellular systems biology models to democratize virtual cell laboratories
2025/07/26 by Jeanette Johnson, Daniel Bergman, Heber L. Rocha +44 · 1 voice · 19 citations
Biochemistry, Genetics and Molecular Biology · #Single-cell and spatial transcriptomics #Gene Regulatory Network Analysis #Cell Image Analysis Techniques
- Building digital twins of the human immune system: toward a roadmap
2022/05/20 by Reinhard Laubenbacher, Anna Niarakis, Tomáš Helikar +7 · 1 voice · 1 citation
Biochemistry, Genetics and Molecular Biology · Medicine · #CAR-T cell therapy research #Gene Regulatory Network Analysis #Single-cell and spatial transcriptomics
- PhysiCell Studio: a graphical tool to make agent-based modeling more accessible
2024/06/19 by Randy Heiland, Daniel Bergman, Blair Lyons +6 · 1 voice · 2 citations
Decision Sciences · #Scientific Computing and Data Management #Simulation Techniques and Applications
- Building multiscale models with PhysiBoSS, an agent-based modeling tool
2024/06/26 by Marco Ruscone, Andrea Checcoli, Ruscone, Marco +11 · 1 voice · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #q-bio.QM #cs.MA #q-bio.CB #q-bio.TO
- Supporting Computational Apprenticeship Through Educational and Software Infrastructure: A Case Study in a Mathematical Oncology Research Lab
2021/01/27 by Aasakiran Madamanchi, Madison Thomas, Alejandra J. Magana +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · Engineering · Decision Sciences · #Genetics, Bioinformatics, and Biomedical Research #Biomedical and Engineering Education #Scientific Computing and Data Management