Research map: Mortality risk estimation for autistic older adults: comparing novel machine-learning derived weights versus standard weights for the Charlson Comorbidity Index

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  1. A new method of classifying prognostic comorbidity in longitudinal studies: Development and validation · Mary E. Charlson · 1987 · 50679 citations · Cited by this paper
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  21. Guiding Principles for the Care of Older Adults with Multimorbidity: An Approach for Clinicians · American Geriatrics Society Expert Panel on the Care of Older Adults with Multimorbidity · 2012 · 667 citations · Cited by this paper
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  23. Prevalence of physical and mental health conditions in Medicare-enrolled, autistic older adults · Brittany N. Hand · 2019 · 240 citations · Cited by this paper
  24. Index to Predict 5-Year Mortality of Community-Dwelling Adults Aged 65 and Older Using Data from the National Health Interview Survey · Mara A. Schonberg · 2009 · 217 citations · Cited by this paper
  25. Values and Pitfalls of the Use of Administrative Databases for Outcomes Assessment · Emilie K. Johnson · 2013 · 204 citations · Cited by this paper
  26. Prevalence of epilepsy in autism spectrum disorders: A systematic review and meta-analysis · Xian Liu · 2021 · 143 citations · Cited by this paper
  27. Autism Diagnosis Among US Children and Adults, 2011-2022 · Luke P. Grosvenor · 2024 · 115 citations · Cited by this paper
  28. The MDS Mortality Risk Index: The evolution of a method for predicting 6-month mortality in nursing home residents · Davina C. Porock · 2010 · 99 citations · Cited by this paper
  29. Uncertainty of risk estimates from clinical prediction models: rationale, challenges, and approaches · Richard D Riley · 2025 · 44 citations · Cited by this paper
  30. Usefulness of Charlson Comorbidity Index to Predict Early Mortality and Overall Survival in Older Patients With Acute Myeloid Leukemia · Prajwal Dhakal · 2020 · 40 citations · Cited by this paper
  31. Age-adjusted Charlson Comorbidity Index as effective predictor for in-hospital mortality of patients with cardiac arrest: a retrospective study · Nan Zhang · 2023 · 36 citations · Cited by this paper
  32. Health status of Medicare-enrolled autistic older adults with and without co-occurring intellectual disability: An analysis of inpatient and institutional outpatient medical claims · Daniel Gilmore · 2020 · 33 citations · Cited by this paper
  33. All-cause and cause-specific mortality in people with autism spectrum disorder: A systematic review · Laurence Forsyth · 2023 · 25 citations · Cited by this paper
  34. Mortality rate and age of death among Medicare-enrolled autistic older adults · Morgan Krantz · 2022 · 13 citations · Cited by this paper
  35. Relative predictive value of sociodemographic factors for chronic diseases among All of Us participants: a descriptive analysis · Ansley J. Kunnath · 2024 · 13 citations · Cited by this paper
  36. Independent associations of social determinants of health with mortality and added predictive value beyond life’s essential 8 · Yuansong Zhuang · 2025 · 3 citations · Cited by this paper
  37. Abstract 15930: Using Charlson Comorbidity Index to Predict 1-Year All-Cause Mortality in ICD Recipients · David Newhouse · 2023 · 1 citation · Cited by this paper
  38. The Impact of Machine Learning Mortality Risk Prediction on Clinician Prognostic Accuracy and Decision Support: A Randomized Vignette Study · Ravi Bharat Parikh · 2025 · 1 citation · Cited by this paper

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