Sergio Faria

ORCID: 0000-0003-0931-6514
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About
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Research Areas
  • Advanced Radiotherapy Techniques
  • Prostate Cancer Diagnosis and Treatment
  • Prostate Cancer Treatment and Research
  • Lung Cancer Diagnosis and Treatment
  • Radiomics and Machine Learning in Medical Imaging
  • Lung Cancer Treatments and Mutations
  • Medical Imaging Techniques and Applications
  • Effects of Radiation Exposure
  • Hepatocellular Carcinoma Treatment and Prognosis
  • Colorectal Cancer Surgical Treatments
  • Head and Neck Cancer Studies
  • Lung Cancer Research Studies
  • Women's cancer prevention and management
  • Management of metastatic bone disease
  • Colorectal and Anal Carcinomas
  • Radiation Therapy and Dosimetry
  • Gastric Cancer Management and Outcomes
  • Breast Cancer Treatment Studies
  • Radiation Dose and Imaging
  • Neuroendocrine Tumor Research Advances
  • Esophageal Cancer Research and Treatment
  • Health Systems, Economic Evaluations, Quality of Life
  • Nonmelanoma Skin Cancer Studies
  • Chemotherapy-related skin toxicity
  • Global Cancer Incidence and Screening

University of Hawaiʻi at Mānoa
2025

McGill University Health Centre
2015-2024

McGill University
2012-2024

Pontifícia Universidade Católica de Campinas
1997-2023

Centro de Pesquisas Oncológicas
1985-2023

Concordia University
2021

Software (Spain)
2019

Algebra University College
2019

Bavarian Research Institute for Digital Transformation
2019

University of Zagreb
2018

Purpose Conventional radiotherapy (C-RT) treatment schedules for patients with prostate cancer typically require 40 to 45 treatments that take place from > 8 9 weeks. Preclinical and clinical research suggest hypofractionation—fewer but at a higher dose per treatment—may produce similar outcomes. This trial was designed assess whether the efficacy of hypofractionated (H-RT) schedule is no worse than C-RT in men low-risk cancer. Patients Methods A total 1,115 were randomly assigned 1:1...

10.1200/jco.2016.67.0448 article EN Journal of Clinical Oncology 2016-04-05

IntroductionThe use of stereotactic body radiotherapy (SBRT) for tumors in close proximity to the central mediastinal structures has been associated with a high risk toxicity. This study (BLINDED FOR REVIEW) aimed determine maximally tolerated dose (MTD) SBRT ultra-central (UC) non-small cell lung carcinoma (NSCLC), using time-to-event continual reassessment methodology (TITE-CRM).MethodsPatients T1-3N0M0 (≤ 6 cm) NSCLC were eligible. The MTD was defined as ≤ 30% rate grade (G) 3-5...

10.1016/j.ijrobp.2024.03.050 article EN cc-by-nc International Journal of Radiation Oncology*Biology*Physics 2024-04-12

PURPOSE NRG-RTOG0617 demonstrated a detrimental effect of uniform high-dose radiation in stage III non–small cell lung cancer. NRG-RTOG1106/ECOG-ACRIN6697 (ClinicalTrials.gov identifier: NCT01507428 ), randomized phase II trial, studied whether midtreatment 18 F-fluorodeoxyglucose positron emission tomography/computed tomography (FDG-PET/CT) can guide individualized/adaptive dose-intensified radiotherapy (RT) to improve and predict outcomes patients with this disease. MATERIALS AND METHODS...

10.1200/jco.24.00022 article EN Journal of Clinical Oncology 2024-10-04

10.1016/0360-3016(85)90162-2 article EN International Journal of Radiation Oncology*Biology*Physics 1985-02-01

BackgroundA multi-institutional phase II trial was performed to assess a hypofractionated accelerated radiotherapy regimen for early stage non–small cell lung cancer (NSCLC) in an era when stereotactic body not widely available.

10.1093/jnci/dju164 article EN JNCI Journal of the National Cancer Institute 2014-07-29

Stereotactic body radiotherapy (SBRT) is widely used for stage I medically inoperable non-small cell lung cancer (NSCLC), yet varied results from randomized clinical trials (RCTs) and concerns in treating centrally located tumors persist.

10.1001/jamaoncol.2024.3089 article EN JAMA Oncology 2024-09-19

Purpose: Prediction of radiation pneumonitis (RP) has been shown to be challenging due the involvement a variety factors including dose–volume metrics and radiosensitivity biomarkers. Some these are highly correlated might affect prediction results when combined. Bayesian network (BN) provides probabilistic framework represent variable dependencies in directed acyclic graph. The aim this study is integrate BN systems’ biology approach detect possible interactions among RP risk exploit...

10.1118/1.4915284 article EN cc-by Medical Physics 2015-04-18

1 Background: To determine whether the efficacy of a hypofractionated (H) schedule is no worse than conventional (C) in men with low-risk prostate cancer. Methods: From April 2006 to December 2009, one thousand hundred fifteen cancer (clinical stage T1-2a, Gleason ≤ 6, PSA < 10) were randomly assigned 1:1 (73.8 Gy 41 fractions over 8.2 weeks) or (70 28 5.6 weeks). The trial was designed establish 90% power and alpha = 0.05 that results 5-year disease-free survival (DFS) not lower by more...

10.1200/jco.2016.34.2_suppl.1 article EN Journal of Clinical Oncology 2016-01-10

8548 Background: NRG-RTOG 0617 (R0617) found that non-personalized dose escalation of radiotherapy (RT) with concurrent chemotherapy was deleterious. 1106/ACRIN 6697 (R1106) studied adaptive chemoradiotherapy, using tumor and patient individualized RT intensification simultaneously field reduction, based upon mid-treatment FDG-PET. Methods: The control arms both studies used 60 Gy (+ weekly carboplatin/paclitaxel). investigational arm R0617 74 in 37 fractions, no field/dose adaptation, while...

10.1200/jco.2021.39.15_suppl.8548 article EN Journal of Clinical Oncology 2021-05-20

A prospective phase II study to investigate the feasibility and rate of complete pathological response (ypT0) after short-course radiotherapy (SCRT) followed by surgery at 8 weeks.Operable patients with localized rectal cancer staged T3-4N0/+ or T2N+ were eligible received 25 Gy (in one-third patients, gross tumor volume a simultaneous integrated boost up total 30 Gy) in five consecutive fractions posterior pelvis weeks later. Pathological surgical toxicity assessed all patients.Fifty-two...

10.1111/codi.12466 article EN Colorectal Disease 2013-10-22

We report the genome sequence of phage Sourignavong isolated from soil in Oklahoma City, using Arthrobacter sp. ATCC 21022. The 15,625 bp contains 27 predicted protein coding genes, including two endolysin enzyme genes. is assigned to actinobacteriophage cluster AN.

10.17912/micropub.biology.001462 article EN PubMed 2025-01-01

PURPOSE Artificial intelligence (AI) tools could improve clinical decision making or exacerbate inequities because of bias. African American (AA) men reportedly have a worse prognosis for prostate cancer (PCa) and are underrepresented in the development genomic biomarkers. We assess generalizability developed using multimodal AI (MMAI) deep learning system digital histopathology data from NRG/Radiation Therapy Oncology Group PCa trials across racial subgroups. METHODS In total, 5,708...

10.1200/cci-24-00284 article EN JCO Clinical Cancer Informatics 2025-05-01

Inter‐patient radiation sensitivity variability has recently been shown to have a genetic component. This component may play key role in explaining the fluctuating rates of radiation‐induced toxicities (RITs). Single nucleotide polymorphisms (SNPs) thus far yielded inconsistent results delineating RITs while copy number variations (CNVs) not yet investigated for such purposes. We explore radiogenomic modeling approach investigate association CNVs and SNPs, along with clinical dosimetric...

10.1118/1.4894887 article EN Medical Physics 2014-08-01
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