HEALWELL AI: The Science
Publications and Research Articles
Through our publications, presentations, and research projects, we are powering scientific discovery and improving preventive care.
HEALWELL AI is one of the few healthcare companies that has published a significant body of peer-reviewed evidence that supports and validates our AI technology’s safety and efficacy in specific clinical use cases.
As a leader in healthcare AI, we have repeatedly achieved āworld-firstā milestones and remain at the forefront of groundbreaking innovations. Dive deeper into our achievements by exploring our publications below.




The Journal of the American Medical Association (JAMA)
This study evaluated Pentavere’s DARWEN AI engine in staging oropharyngeal squamous cell carcinoma (OPSCC) using medical records. Accurate cancer staging is critical for determining the best course of treatment and predicting patient outcomes. By automating the laborious process of manual chart review, DARWEN empowers clinicians to focus on patient care while optimizing treatment decisions. These findings suggest potential for improved patient care through earlier detection and optimized treatment planning.


The American Journal of Kidney Disease


Journal of Clinical Oncology

2024
American Society for Radiation Oncology (ASTRO) 2024
Artificial Intelligence for Identification of Radiation-Related Toxicities from the Electronic Health Records of Patients with Head and Neck Cancer
2024
United European Gastroenterology (UEG) 2024
Effectiveness of intravenous Vedolizumab induction and dose escalation in ulcerative colitis and CrohnĆs Disease; a Large-Scale, Canadian Real-World Cohort
2024
European Society for Clinical Nutrition & Metabolismā (ESPEN) 2024
Longer-term effectiveness and safety of teduglutide in Canadian adults with short bowel syndrome using real-world evidence
2024
Current Oncology
Real-World Treatment Patterns and Clinical Outcomes Among Patients Receiving CDK4/6 Inhibitors for Metastatic Breast Cancer in a Canadian Setting Using AI-Extracted Data
2024
Current Oncology
Real-world outcomes of patients with advanced EGFR-mutated NSCLC in Canada using data extracted by large language model-based AI
2024
The Journal of the Canadian Association of Gastroenterology (JCAG)
The Relationship Between Vedolizumab Drug Concentrations, Biomarkers of Inflammation and Clinical Outcomes in a Canadian Real-World Study
2024
Learning Health Systems
Breast Cancer Learning Health System: Patient Information from a Data and Analytics Platform Characterizes Care Provided
2024
The American College of Allergy, Asthma and Immunology (ACAAI) 2024
Treatment and Outcomes of Patients Identified with Non-histaminergic Angioedema with Normal C1 Inhibitor in Canada
2024
Allergy, Asthma, & Clinical Immunology
Treatment and Outcomes of Patients Identified with Non-histaminergic Angioedema with Normal C1 Inhibitor in Canada
2024
American Journal of Kidney Disease (AJKD)
2024
Canadian Retina Society Annual Meeting (CRS)
2024
American Medical Informatics Association (AMIA)
2024
Journal of the American Medical Association (JAMA)
Oropharyngeal Cancer Staging Health Record Extraction Using Artificial Intelligence
Treatment and Outcomes of Patients Identified with Non-histaminergic Angioedema with Normal C1 Inhibitor in Canada
2023
American Society of Clinical Oncology (ASCO), Journal of Clinical Oncology (JCO)
2023
Canadian Dermatology Association Annual Meeting (CDA)
2023
Advanced Breast Cancer Internationl Consensus Conference (ABC7) 2023
Treatment Patterns and Clinical Outcomes Among Patients Receiving CDK4/6 Inhibitors for HR+/HER2- Advanced/Metastatic Breast Cancer in a Single-Centre, Canadian Real-World Setting Using AI-Extracted Data
2023
North America Conference on Lung Cancer (NACLC) 2023
Real-world outcomes of patients with advanced EGFR-mutated NSCLC in Canada using AI-extracted data
2023
American Association for Cancer Research (AACR): Advances in Breast Cancer Research 2023
Real-world treatment patterns and clinical outcomes in patients with HER2+ metastatic breast cancer receiving systemic therapy in Ontario, Canada
2023
European Academy of Dermatology and Venereology (EADV) Symposium
AI Powered Patient Identification to Optimize Care
2022
Canadian Journal of Kidney Health and Disease (CJKD)
2022
American Medical Informatics Association (AMIA)
Building a Breast Cancer Learning Health System
2022
Journal of Thoracic Oncology (JTO) Clinical and Research Reports
2022
American Association for Cancer Research (AACR)
2021
World Conference on Lung Cancer (WCLC)
Validation of scalable, automated data extraction in an advanced lung cancer patient population.
2021
European Crohn's and Colitis Organisation (ECCO)
The relationship between vedolizumab therapeutic drug monitoring, biomarkers of inflammation, and clinical outcomes in Inflammatory Bowel Disease in the real-world setting
2021
Annals of Oncology
2021
Journal of Crohn's and Colitis (JCC)
2021
Journal of Thoracic Oncology (JTO)
2021
United European Gastroenterology Journal
2020
Journal of Pharmacy & Pharmaceutical Sciences
2020
Princess Margaret, International Cancer Corps Conference
2019
Journal of Medical Internet Research (JMIR)
2019
Journal of Thoracic Oncology (JTO)
2019
Journal of Thoracic Oncology (JTO)
2019