Estimating the Prevalence of Child Abuse and Neglect Among Adolescents in Primary Care Through Diagnoses Codes and Free-Text EHR Clinical Notes.

Autor: Lee RY, Landau AY, Heider PM, Hanson RF, Espeleta HC, Cato KD, Topaz M

Publikováno v: Journal of pediatric health care : official publication of National Association of Pediatric Nurse Associates & Practitioners [J Pediatr Health Care] 2024 Nov 22. Date of Electronic Publication: 2024 Nov 22.

Natural Language Processing to Identify Home Health Care Patients at Risk for Becoming Incapacitated With No Evident Advance Directives or Surrogates.

Autor: Song J; Department of Biobehavioral Health Sciences, University of Pennsylvania School of Nursing, Philadelphia, PA, USA., Topaz M; Columbia University School of Nursing, New York, NY, USA; Data Science Institute, Columbia University, New York, NY, USA; Center for Home Care Policy & Research, VNS Health, New York, NY, USA., Landau AY; School of Social Policy and Practice, University of Pennsylvania, Philadelphia, PA, USA., Klitzman RL; Columbia University College of Physicians and Surgeons, New York, NY, USA; Columbia University Joseph Mailman School of Public Health, New York, NY, USA., Shang J; Columbia University School of Nursing, New York, NY, USA., Stone PW; Columbia University School of Nursing, New York, NY, USA., McDonald MV; Center for Home Care Policy & Research, VNS Health, New York, NY, USA., Cohen B; Brookdale Department of Geriatrics and Palliative Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Center for Nursing Research and Innovation, Mount Sinai Health System, New York, NY, USA. Electronic address: bevin.cohen@mountsinai.org.

Publikováno v: Journal of the American Medical Directors Association [J Am Med Dir Assoc] 2024 Aug; Vol. 25 (8), pp. 105019. Date of Electronic Publication: 2024 May 14.

Black and Latinx Primary Caregiver Considerations for Developing and Implementing a Machine Learning-Based Model for Detecting Child Abuse and Neglect With Implications for Racial Bias Reduction: Qualitative Interview Study With Primary Caregivers.

Autor: Landau AY; School of Social Policy & Practice, University of Pennsylvania, Philadelphia, PA, United States., Blanchard A; New York Presbyterian Morgan Stanley Children's Hospital, Columbia University Irving Medical Center, New York, NY, United States., Atkins N; Columbia College, Columbia University, New York, NY, United States., Salazar S; Columbia School of Social Work, Columbia University, New York, NY, United States., Cato K; University of Pennsylvania School of Nursing, University of Pennsylvania, Phildelphia, PA, United States.; Childrens Hospital of Philadelphia, University of Pennsylvania, Phildelphia, PA, United States., Patton DU; School of Social Policy & Practice, University of Pennsylvania, Philadelphia, PA, United States.; Annenberg School for Communication, University of Pennsylvania, Phildelphia, PA, United States.; Department of Child and Adolescent Psychiatry and Behavioral Sciences, University of Pennsylvania, Phildelphia, PA, United States., Topaz M; Columbia University School of Nursing, Columbia University, New York, NY, United States.; Columbia University Data Science Institute, Columbia University, New York, NY, United States.

Publikováno v: JMIR formative research [JMIR Form Res] 2023 Jan 31; Vol. 7, pp. e40194. Date of Electronic Publication: 2023 Jan 31.

Using natural language processing to identify acute care patients who lack advance directives, decisional capacity, and surrogate decision makers.

Autor: Song J; Columbia University School of Nursing, New York, New York, United States of America., Topaz M; Columbia University School of Nursing, New York, New York, United States of America.; Data Science Institute, Columbia University, New York, New York, United States of America.; Visiting Nurse Service of New York, New York, New York, United States of America., Landau AY; Data Science Institute, Columbia University, New York, New York, United States of America.; Columbia School of Social Work, New York, New York, United States of America., Klitzman R; Vagelos College of Physicians and Surgeons, Columbia University, New York, New York, United States of America.; Mailman School of Public Health, Columbia University, New York, New York, United States of America., Shang J; Columbia University School of Nursing, New York, New York, United States of America., Stone P; Columbia University School of Nursing, New York, New York, United States of America., McDonald M; Visiting Nurse Service of New York, New York, New York, United States of America., Cohen B; Center for Nursing Research and Innovation, Mount Sinai Health System, New York, New York, United States of America.; Department of Geriatric and Palliative Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, United States of America.

Publikováno v: PloS one [PLoS One] 2022 Jul 11; Vol. 17 (7), pp. e0270220. Date of Electronic Publication: 2022 Jul 11 (Print Publication: 2022).

Considerations for development of child abuse and neglect phenotype with implications for reduction of racial bias: a qualitative study.

Autor: Landau AY; Data Science Institute, Columbia University, New York, New York, USA., Blanchard A; New York Presbyterian Morgan Stanley Children's Hospital, Columbia University Irving Medical Center, New York, New York, USA., Cato K; Department of Emergency Medicine, School of Nursing, Columbia University, New York, New York, USA., Atkins N; Columbia College, Columbia University, New York, New York, USA., Salazar S; Columbia School of Social Work, Columbia University, New York, New York, USA., Patton DU; Data Science Institute, Columbia School of Social Work, Columbia University, New York, New York, USA., Topaz M; Data Science Institute, Columbia University School of Nursing, Columbia University, New York, New York, USA.

Publikováno v: Journal of the American Medical Informatics Association : JAMIA [J Am Med Inform Assoc] 2022 Jan 29; Vol. 29 (3), pp. 512-519.