{ "_id": "6a4437b8c375b2cc78b76544", "Package": "uddbart", "Type": "Package", "Title": "Unified Dynamic Deep 'BART' for Interval-Censored Survival", "Version": "0.2.0", "Authors@R": "person(\"Xulin\", \"Pan\", email = \"xulinpanias@gmail.com\",\nrole = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0002-1072-2539\"))", "Author": "Xulin Pan [aut, cre] (ORCID:\n)", "Maintainer": "Xulin Pan ", "Description": "Implements U-DDBART-IC, a unified Bayesian workflow for\ndynamic risk prediction from irregular longitudinal biomarkers\nwhen event times are interval-censored between clinical visits.\nThe package turns long-format biomarker histories and\npatient-level interval endpoints L, R, C and delta into a\ndiscrete-time follow-up grid, summarises each landmark history\nwith nine interpretable trajectory features (current, baseline\nand previous biomarker values, last visit gap, local slope,\ncumulative decline, best value, elapsed time and visit count),\nfits discrete-time interval hazards using optional logit-link\nBayesian additive regression trees, a generalized linear model\nfallback, or a lightweight variational approximation,\naccumulates survival from the discrete-time product, and\nevaluates the interval-censored likelihood. Fitted models\nreturn landmark risk predictions over user-specified horizons\nwith posterior or bootstrap uncertainty by evaluating survival\nratios across fitted hazard draws. Utilities are provided for\nsimulation, staged model fitting, plotting and summarising\ndynamic risk curves, IPCW Brier scores, cumulative/dynamic\ntime-dependent area under the curve, calibration tables, and an\nanonymised chronic myeloid leukaemia molecular-monitoring\nexample data set.", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "Language": "en-US", "LazyData": "true", "VignetteBuilder": "knitr", "RoxygenNote": "7.3.3", "Config/testthat/edition": "3", "URL": "https://github.com/xulinpan/uddbart", "BugReports": "https://github.com/xulinpan/uddbart/issues", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-30 21:36:26 UTC", "User": "root" }, "Repository": "https://cran.r-universe.dev", "Date/Publication": "2026-06-30 21:11:33 UTC", "RemoteUrl": "https://github.com/cran/uddbart", "RemoteRef": "HEAD", "RemoteSha": "736d3500b662321c0f0d3abe2f195c51261c2e85", "MD5sum": "fb7a149ecaf1e80846f2e5be4b59aac7", "_user": "cran", "_type": "src", "_file": "uddbart_0.2.0.tar.gz", 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