Report summary

Case Western Reserve University Department of Biomedical Engineering in 2018-2020 reads as a 64-PI network with 80 internal PI collaborations. The dominant subject mix is Medicine as the leading field (33% of slots across 39 PIs; 39 labels), Biomedical Engineering as the leading subfield (13% of slots across 22 PIs; 22 labels), and Neuroscience and Neural Engineering as the leading topic (6% of slots across 11 PIs; 11 labels). That is promising: collaboration is not just one large hairball, and the leading breakdown groups cover 23 PIs across distinct clusters. The leading PI names are Anant Madabhushi (25.6 weighted works; Radiomics and Machine Learning in Medical Imaging, AI in cancer detection); Nicole F. Steinmetz (23.6 weighted works; Bacteriophages and microbial interactions, Plant Virus Research Studies). The most visible ties are Anant Madabhushi and Pallavi Tiwari (17 shared works, weight 8.4). The leading breakdown groups are group 1 with 9 PIs, 8 internal connections, weight 11.8, around Biomedical Engineering, Molecular Biology, Materials Chemistry, led by Rigoberto C. Advíncula, Zheng‐Rong Lu, Agata A. Exner; group 2 with 8 PIs, 13 internal connections, weight 32.8, around Radiology, Nuclear Medicine and Imaging, Biomaterials, Nuclear and High Energy Physics, led by Efstathios Karathanasis, Mark A. Griswold, Vikas Gulani.