{"doi":"10.21105/joss.04705","title":"aorsf: An R package for supervised learning using theoblique random survival forest","abstract":"Risk prediction is a type of supervised learning where the goal is to predict the probability that a person will experience an event within a specific amount of time. This kind of prediction may be useful in clinical settings, where identifying patients who are at high risk for experiencing an adverse health outcome can help guide strategies for prevention and treatment. The oblique random survival forest (RSF) is a supervised learning technique that has obtained high prediction accuracy in general benchmarks for risk prediction However, computational overhead and a lack of tools for interpretation make it difficult to use the oblique RSF in applied settings.","journal":"The Journal of Open Source Software","year":2022,"id":261358,"datarank":0.0,"base_score":0.0,"endowment":0.0,"self_citation_contribution":0.0,"citation_network_contribution":0.0,"self_endowment_contribution":0.0,"citer_contribution":0.0,"corpus_percentile":null,"corpus_rank":null,"citation_count":15,"citer_count":0,"citers_with_citation_signal":0,"citers_with_endowment":0,"datacite_reuse_total":0,"is_dataset":false,"is_dataset_confidence":0.9524,"is_data_producer":false,"deposit_databanks":null,"is_oa":true,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":"2022-01-01","fair_score":null,"fair_percentile":null,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":916191,"name":"Sawyer Welden","orcid":null,"position":1,"is_corresponding":false},{"id":916192,"name":"Kristin Lenoir","orcid":null,"position":2,"is_corresponding":false},{"id":295974,"name":"Nicholas M. Pajewski","orcid":"0000-0002-4447-6196","position":3,"is_corresponding":false},{"id":329407,"name":"Byron C. Jaeger","orcid":"0000-0001-7399-2299","position":0,"is_corresponding":true}],"reference_count":9,"raw_metadata":null,"created_at":"2026-07-19T00:26:12.158801Z","pmid":null,"pmcid":null,"fwci":null,"citation_percentile":null,"influential_citations":0,"oa_status":null,"license":null,"views":0,"total_file_size_bytes":0,"version_count":0,"fair_f":null,"fair_a":null,"fair_i":null,"fair_r":null,"fair_zscore":null,"fair_rationale":null,"fair_model":null,"fair_agent_version":null,"fair_fulltext_source":null,"fair_has_llm":null,"fair_computed_at":null,"clinical_trials":[],"software_tools":[],"db_accessions":[],"linked_datasets":[],"topics":[]}