Sage Palliative Medicine & Chronic Care

Deep learning algorithms to identify documentation of serious illness conversations during intensive care unit admissions

27 Nov 2018

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This episode features Dr Alex Chan (Department of Psychosocial Oncology and Palliative Care, Dana-Farber Cancer Institute, Boston, MA). Routine assessment of many established quality indicators is nearly impossible because the information is embedded as unstructured free text within electronic clinical notes. A key example of this is timely documentation of patient care preferences in critically ill older adults. The paper demonstrates that deep learning algorithms can be applied to assess a palliative care quality measure endorsed by the National Quality Forum. The deep learning algorithm analyzed clinical notes 18,000 times faster than clinician coders (0.022 s/note vs 402 s/note). The algorithms can analyze electronic clinical notes in a tiny fraction of the time needed for manual review, offering a practical option for rapid audit and feedback regarding care preference documentation at the system and clinician level. Full paper available from: https://journals.sagepub.com/doi/full/10.1177/0269216318810421 If you would like to record a podcast about your published (or accepted) Palliative Medicine paper, please contact Dr Amara Nwosu: [email protected]

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13:00H | 21 DIC 2025 | Fin de Semana

01 Jan 1970

Fin de Semana

10:00H | 21 DIC 2025 | Fin de Semana

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12:00H | 20 DIC 2025 | Fin de Semana

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2ª PARTE | 06 ENE 2026 | EL PARTIDAZO DE COPE

01 Jan 1970

El Partidazo de COPE

3ª PARTE | 22 ENE 2026 | EL PARTIDAZO DE COPE

01 Jan 1970

El Partidazo de COPE

3ª PARTE | 04 MAR 2026 | EL PARTIDAZO DE COPE

01 Jan 1970

El Partidazo de COPE

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Sage Palliative Medicine & Chronic Care

Deep learning algorithms to identify documentation of serious illness conversations during intensive care unit admissions

This episode hasn't been transcribed yet

Other recent transcribed episodes

13:00H | 21 DIC 2025 | Fin de Semana

10:00H | 21 DIC 2025 | Fin de Semana

12:00H | 20 DIC 2025 | Fin de Semana

2ª PARTE | 06 ENE 2026 | EL PARTIDAZO DE COPE

3ª PARTE | 22 ENE 2026 | EL PARTIDAZO DE COPE

3ª PARTE | 04 MAR 2026 | EL PARTIDAZO DE COPE

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