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For Johns Hopkins University Department of Biomedical Engineering in 2021-2023, the graph shows 101 visible PIs and 134 internal PI collaborations. The dominant subject mix is Medicine as the leading field (37% of slots across 69 PIs; 69 labels), Molecular Biology as the leading subfield (14% of slots across 33 PIs; 33 labels), and Advanced MRI Techniques and Applications as the leading topic (2% of slots across 7 PIs; 7 labels). That is a healthy pattern, with enough links to reveal several interpretable groups rather than one undifferentiated component. The top weighted PIs are Nicholas Theodore (29.7 weighted works; Spinal Fractures and Fixation Techniques, Spine and Intervertebral Disc Pathology); Tza‐Huei Wang (29.4 weighted works; Biosensors and Analytical Detection, Innovative Microfluidic and Catalytic Techniques Innovation). The most visible ties are Nicholas Theodore and Amir Manbachi (25 shared works, weight 13.3); Jeffrey H. Siewerdsen and Ali Uneri (23 shared works, weight 12.7). The standout breakdown groups are group 1 with 9 PIs, 9 internal connections, weight 9.5, around Molecular Biology, Cardiology and Cardiovascular Medicine, Physiology, led by Taekjip Ha, Chulan Kwon, David A. Kass.