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For Stanford University Department of Bioengineering in 2024-2026, the graph shows 55 visible PIs and 25 internal PI collaborations. The dominant subject mix is Biochemistry, Genetics and Molecular Biology as the leading field (29% of slots across 31 PIs; 31 labels), Molecular Biology as the leading subfield (18% of slots across 23 PIs; 23 labels), and 3D Printing in Biomedical Research as the leading topic (3% of slots across 5 PIs; 5 labels). That looks relatively sparse, so claims about department-wide cohesion should be made carefully. The top weighted PIs are Eric A. Appel (25.9 weighted works; Hydrogels: synthesis, properties, applications, Immunotherapy and Immune Responses). The most visible ties are Xianghao Zhan and David B. Camarillo (7 shared works, weight 6.1). The standout breakdown groups are group 1 with 5 PIs, 5 internal connections, weight 4.1, around Biomedical Engineering, Cardiology and Cardiovascular Medicine, Surgery, led by Alison L. Marsden, Y. Joseph Woo, Daniel B. Ennis.