Comparison of time series clustering methods for identifying novel subphenotypes of patients with infection. - Sivasubramanium V. Bhavani; Li Xiong 001; Abish Pius; Matthew W. Semler; Edward T. Qian; Philip A. Verhoef; Chad Robichaux; Craig M. Coopersmith; Matthew M. Churpek (J. Am. Medical Informatics Assoc., 2023)

Parsimonious waveform-derived features consisting of pulse arrival time and heart rate variability predicts the onset of septic shock. - Moamen Soliman; Curtis Marshall; Jacob P. Kimball; Tilendra Choudhary; Gilles Clermont; Michael R. Pinsky; Timothy G. Buchman; Craig M. Coopersmith; Omer T. Inan; Rishikesan Kamaleswaran (Biomed. Signal Process. Control., 2024)

A methodological systematic review of validation and performance of sepsis real-time prediction models. - Zichen Wang; Wen Wang; Che Sun; Jili Li; Shuangyi Xie; Jiayue Xu; Kang Zou; Yinghui Jin; Siyu Yan; Xuelian Liao; Yan Kang; Craig M. Coopersmith; et al. (npj Digit. Medicine, 2025)