Chloé Pou-Prom - Publications, H-index & Citations

Chloé Pou-Prom

university of toronto

13H指数

39论文数

716被引数

收录论文 12

发表时间

Evaluating sociodemographic bias in a deployed machine-learned patient deterioration model 评估已部署的机器学习患者恶化模型中的社会人口偏见

JAMIA OPEN

IF3.4

2025-12-01

OAAI

Colacci, Michael; Pou-Prom, Chloe; Siddiqi, Arjumand; Mamdani, Muhammad; Verma, Amol A.

pyDeid: an improved, fast, flexible, and generalizable rule-based approach for deidentification of free-text medical records pyDeid：一种改进的、快速的、灵活的且可推广的基于规则的自由文本病历去标识化方法

JAMIA OPEN

IF3.4

2025-01-22

OAAI

Sundrelingam, Vaakesan; Parimoo, Shireen; Pogacar, Frances; Koppula, Radha; Shin, Saeha; Pou-Prom, Chloe; Roberts, Surain B.; Verma, Amol A.; Razak, Fahad

MLHOps: Machine Learning Health Operations

IEEE ACCESS

IF3.6

2025-01-01

OAAI

Khattak, Faiza Khan; Subasri, Vallijah; Krishnan, Amrit; Pou-Prom, Chloe; Akinli-Kocak, Sedef; Dolatabadi, Elham; Pandya, Deval; Seyyed-Kalantari, Laleh; Rudzicz, Frank

Clinical evaluation of a machine learning-based early warning system for patient deterioration

CANADIAN MEDICAL ASSOCIATION JOURNAL

IF11.3

2024-09-15

OAAI

Verma, Amol A.; Stukel, Therese A.; Colacci, Michael; Bell, Shirley; Ailon, Jonathan; Friedrich, Jan O.; Murray, Joshua; Kuzulugil, Sebnem; Yang, Zhen; Lee, Yuna; Pou-Prom, Chloe; Mamdani, Muhammad

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

INTERNAL AND EMERGENCY MEDICINE

IF3.8

2022-11-11

OAAI

Fralick, Michael; Debnath, Meggie; Pou-Prom, Chloe; O'Brien, Patrick; Perkins, Bruce A.; Carson, Esmeralda; Khemani, Fatima; Mamdani, Muhammad

From compute to care: Lessons learned from deploying an early warning system into clinical practice 从计算到护理: 将预警系统部署到临床实践中的经验教训

FRONTIERS IN DIGITAL HEALTH

IF3.8

2022-09-05

OAAI

Pou-Prom, Chloe; Murray, Joshua; Kuzulugil, Sebnem; Mamdani, Muhammad; Verma, Amol A.

Assessment of Natural Language Processing Methods for Ascertaining the Expanded Disability Status Scale Score From the Electronic Health Records of Patients With Multiple Sclerosis: Algorithm Development and Validation Study

JMIR MEDICAL INFORMATICS

IF3.8

2022-01-12

OAAI

Yang, Zhen; Pou-Prom, Chloe; Jones, Ashley; Banning, Michaelia; Dai, David; Mamdani, Muhammad; Oh, Jiwon; Antoniou, Tony

Developing and validating natural language processing algorithms for radiology reports compared to ICD-10 codes for identifying venous thromboembolism in hospitalized medical patients

THROMBOSIS RESEARCH

IF3.4

2022-01-01

PREAI

Verma, Amol A.; Masoom, Hassan; Pou-Prom, Chloe; Shin, Saeha; Guerzhoy, Michael; Fralick, Michael; Mamdani, Muhammad; Razak, Fahad

Implementing machine learning in medicine

CANADIAN MEDICAL ASSOCIATION JOURNAL

IF11.3

2021-08-29

OAAI

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

Using machine learning to predict severe hypoglycaemia in hospital

DIABETES OBESITY & METABOLISM

IF5.7

2021-07-08

PREAI

Fralick, Michael; Dai, David; Pou-Prom, Chloe; Verma, Amol A.; Mamdani, Muhammad

Automating Stroke Data Extraction From Free-Text Radiology Reports Using Natural Language Processing: Instrument Validation Study 使用自然语言处理从自由文本放射学报告中自动提取中风数据: 仪器验证研究

JMIR MEDICAL INFORMATICS

IF3.8

2021-05-04

OAAI

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