Researcher profile
José F. Rodrigues
2 papers in the PaperMetrix corpus
Publications
Papers by this author
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Texture analysis using complex system models: fractal dimension, swarm systems and non-linear diffusion
2017
Texture is one of the primary visual features used to computationally describe the patterns found in nature. Existing computational methods, however, do not successfully discriminate the complexity of texture patterns. Such methods disregard the possibility …
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ICU-TSB: A Benchmark for Temporal Patient Representation Learning for Unsupervised Stratification into Patient Cohorts
2025 · arXiv (Cornell University)
Patient stratification identifying clinically meaningful subgroups is essential for advancing personalized medicine through improved diagnostics and treatment strategies. Electronic health records (EHRs), particularly those from intensive care units (ICUs), contain rich temporal clinical data that …