From compute to care: Lessons learned from deploying an early warning system into clinical practice

por Pou-Prom, Chloé, Murray, Joshua, Kuzulugil, Sebnem, Mamdani, Muhammad, Verma, Amol A.
Publicado 2022

Talk2Me: Automated linguistic data collection for personal assessment

por Komeili, Majid, Pou-Prom, Chloé, Liaqat, Daniyal, Fraser, Kathleen C., Yancheva, Maria, Rudzicz, Frank
Publicado 2019

Assessment of Natural Language Processing Methods for Ascertaining the Expanded Disability Status Scale Score From the Electronic Health Records of Patients With Multiple Sclerosis...

por Yang, Zhen, Pou-Prom, Chloé, Jones, Ashley, Banning, Michaelia, Dai, David, Mamdani, Muhammad, Oh, Jiwon, Antoniou, Tony
Publicado 2022

Using real-time machine learning to prevent in-hospital hypoglycemia: a prospective study

por Fralick, Michael, Debnath, Meggie, Pou-Prom, Chloe, O’Brien, Patrick, Perkins, Bruce A., Carson, Esmeralda, Khemani, Fatima, Mamdani, Muhammad
Publicado 2022

Automating Stroke Data Extraction From Free-Text Radiology Reports Using Natural Language Processing: Instrument Validation Study

por Yu, Amy Y X, Liu, Zhongyu A, Pou-Prom, Chloe, Lopes, Kaitlyn, Kapral, Moira K, Aviv, Richard I, Mamdani, Muhammad
Publicado 2021

Implementing machine learning in medicine

por Verma, Amol A., Murray, Joshua, Greiner, Russell, Cohen, Joseph Paul, Shojania, Kaveh G., Ghassemi, Marzyeh, Straus, Sharon E., Pou-Prom, Chloe, Mamdani, Muhammad
Publicado 2021

Mise en œuvre de l’apprentissage machine en santé

por Verma, Amol A., Murray, Joshua, Greiner, Russell, Cohen, Joseph Paul, Shojania, Kaveh G., Ghassemi, Marzyeh, Straus, Sharon E., Pou-Prom, Chloé, Mamdani, Muhammad
Publicado 2021

Developing and Validating a Prediction Model For Death or Critical Illness in Hospitalized Adults, an Opportunity for Human-Computer Collaboration

por Verma, Amol A., Pou-Prom, Chloe, McCoy, Liam G., Murray, Joshua, Nestor, Bret, Bell, Shirley, Mourad, Ophyr, Fralick, Michael, Friedrich, Jan, Ghassemi, Marzyeh, Mamdani, Muhammad
Publicado 2023

Cohort profile: St. Michael’s Hospital Tuberculosis Database (SMH-TB), a retrospective cohort of electronic health record data and variables extracted using natural language proces...

por Landsman, David, Abdelbasit, Ahmed, Wang, Christine, Guerzhoy, Michael, Joshi, Ujash, Mathew, Shaun, Pou-Prom, Chloe, Dai, David, Pequegnat, Victoria, Murray, Joshua, Chokar, Kamalprit, Banning, Michaelia, Mamdani, Muhammad, Mishra, Sharmistha, Batt, Jane
Publicado 2021