Predicting response to therapy and disease progression in stage IV NSCLC patients treated with pembrolizumab monotherapy, chemotherapy-pembrolizumab combination therapy or chemotherapy alone in the first-line setting.
Study Type
OBSERVATIONAL
Enrollment
4,000
Machine learning predictive models
Treatment response at first evaluation
Predict treatment response at first evaluation using baseline data
Time frame: 6-12 weeks after treatment start
Progression-Free Survival
Predict Progression-Free Survival (PFS) using data at baseline and first evaluation
Time frame: Through study completion, expected 6-14 months contingent on cohort
Overall Survival
Predict Overall Survival (OS) using data at baseline and first evaluation
Time frame: Through study completion, expected 8-20 months contingent on cohort
Duration of Response
Predict Duration of Response (DoR) using data at baseline and first evaluation
Time frame: Through study completion, expected 6-14 months contingent on cohort
Time-To-Progression
Predict Time-To-Progression (TTP) using data at baseline and first evaluation
Time frame: Through study completion, expected 6-14 months contingent on cohort
This platform is for informational purposes only and does not constitute medical advice. Always consult a qualified healthcare professional.
Holden Comprehensive Cancer Center at University of Iowa Health Care
Iowa City, Iowa, United States
UMASS Memorial Health
Worcester, Massachusetts, United States
Mayo Clinic
Rochester, Minnesota, United States
Roswell Park Comprehensive Cancer Center
Buffalo, New York, United States
Huntsman Cancer Institute
Salt Lake City, Utah, United States
Carbone Comprehensive Cancer Center at University of Wisconsin
Madison, Wisconsin, United States
DASA - Hospital Brasilia
Brasília, Brazil
DASA - Hospital de Niteroi
Niterói, Brazil
DASA - Hospital São Lucas
Rio de Janeiro, Brazil
DASA - Hospital Nove De Julho
São Paulo, Brazil
...and 20 more locations