{"doi":"10.17615/5048-6r49","title":"Estimating incidence curves of several infections using symptom surveillance data","abstract":"We introduce a method for estimating incidence curves of several co-circulating infectious pathogens, where each infection has its own probabilities of particular symptom profiles. Our deconvolution method utilizes weekly surveillance data on symptoms from a defined population as well as additional data on symptoms from a sample of virologically confirmed infectious episodes. We illustrate this method by numerical simulations and by using data from a survey conducted on the University of Michigan campus. Last, we describe the data needs to make such estimates accurate.","journal":"UNC Libraries","year":2020,"id":117229,"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":1,"citer_count":0,"citers_with_citation_signal":0,"citers_with_endowment":0,"datacite_reuse_total":0,"is_dataset":false,"is_dataset_confidence":0.9483,"is_data_producer":false,"deposit_databanks":null,"is_oa":true,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":"2020-01-01","fair_score":null,"fair_percentile":null,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":231576,"name":"Edward Goldstein","orcid":"0000-0002-6795-0559","position":1,"is_corresponding":false},{"id":547434,"name":"M. Lipsitch","orcid":null,"position":2,"is_corresponding":false},{"id":547435,"name":"S. Takahashi","orcid":null,"position":3,"is_corresponding":false},{"id":547436,"name":"B.J. Cowling","orcid":null,"position":4,"is_corresponding":false},{"id":529580,"name":"A.E. Aiello","orcid":null,"position":5,"is_corresponding":false},{"id":546760,"name":"Yuelin Lu","orcid":"0000-0002-0701-4929","position":6,"is_corresponding":false},{"id":547433,"name":"G. King","orcid":null,"position":0,"is_corresponding":true}],"reference_count":0,"raw_metadata":null,"created_at":"2026-07-18T23:13:51.309289Z","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":[]}