J. Reyes

Pre-treatment machine learning prediction of local failure and time to local failure after Gamma Knife radiosurgery for radioresistant brain metastases

Therapeutic Hybrid Intelligence with Neural and Knowledge-based Expert Reasoning for SRS (THINKERS): an AI Model for Functional Outcome Prediction After Gamma Knife Thalamotomy for Essential Tremor

THINKERS-X: multisequence MRI radiomics in a mixture-of-experts model for outcome prediction and exploratory dose-scenario evaluation in lung cancer brain metastases treated with radiosurgery

THINKERS-X improved lesion-specific longitudinal prediction, temporal accuracy, and probabilistic calibration beyond THINKERS-Lung while materially altering exploratory dose-scenario evaluation in a subset of metastases.

Internal validation of THINKERS-PA for outcome prediction after pituitary adenoma radiosurgery

Stereotactic radiosurgery for brain metastases from male breast cancer: a multicenter retrospective study

Therapeutic hybrid intelligence with neural and knowledge-based expert reasoning for SRS: an AI model for breast cancer brain metastases

THINKERS-Breast provides an internally validated framework for tumor-specific local failure prediction and dose-policy evaluation after Gamma Knife radiosurgery for breast cancer brain metastases.

Therapeutic hybrid intelligence with neural and knowledge-based expert reasoning for SRS (THINKERS): an AI model for lung cancer brain metastases

Therapeutic hybrid intelligence with neural and knowledge-based expert reasoning for SRS (THINKERS): a mixture-of-experts framework for gastrointestinal brain metastases

Stereotactic radiosurgery offers long-term tumor control for craniopharyngioma: a multi-institutional analysis of clinical and imaging outcomes from the International Radiosurgery Research Foundation (IRRF)

A retrospective multi-institutional cohort study including 296 patients from 13 centers, SRS achieved durable long-term control with favorable survival and low incidence of visual and endocrinologic dysfunction.