An integrated machine learning-based prognostic model in head and neck cancer using the systemic inflammatory response index and correlations with patient reported financial toxicity.

Abstract

Authors

• Anurag K Singh
  Professor, Department of Radiation Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, NY.
• Sung Jun Ma
  Department of Radiation Oncology, The Arthur G. James Cancer Hospital and Richard J. Solove Research Institute, The Ohio State University Comprehensive Cancer Center, 460 West 10th Avenue, Columbus, OH 43210, USA.
• Dukagjin Blakaj
  Department of Radiation Oncology, The Arthur G. James Cancer Hospital and Richard J. Solove Research Institute, The Ohio State University Comprehensive Cancer Center, 460 West 10th Avenue, Columbus, OH, 43210, USA.
• Simeng Zhu
  Department of Radiation Oncology, Henry Ford Health Systems, Detroit, MI, United States of America.
• Neil D Almeida
  Department of Radiation Medicine Roswell Park Comprehensive Cancer Center Elm and Carlton Streets Buffalo, NY 14203. USA.
• Andrew Koempel
  Department of Radiation Oncology, The Arthur G. James Cancer Hospital and Richard J. Solove Research Institute, The Ohio State University Comprehensive Cancer Center, 460 West 10th Avenue, Columbus, OH, 43210, USA.
• Guangwei Yuan
  Department of Biostatistics and Bioinformatics Roswell Park Comprehensive Cancer Center Elm and Carlton Streets Buffalo, NY 14203. USA.
• Grace Wang
  Gambling & Addictions Research Centre, Auckland University of Technology, Auckland, New Zealand.
• Kimberly Wooten
  Department of Head and Neck Surgery Roswell Park Comprehensive Cancer Center Elm and Carlton Streets Buffalo, NY 14203. USA.
• Vishal Gupta
  Department of Radiation Oncology, Icahn School of Medicine at Mount Sinai Medical School, New York, New York.
• Ryan McSpadden
  Department of Head and Neck Surgery Roswell Park Comprehensive Cancer Center Elm and Carlton Streets Buffalo, NY 14203. USA.
• Moni A Kuriakose
  Integrated Head and Neck Oncology Program, Mazumdar Shaw Medical Foundation, Narayana Health City, Bommsandra Industrial Area, Bangalore, 99, India. makuriakose@gmail.com.
• Michael R Markiewicz
  Professor and Chair, Department of Oral and Maxillofacial Surgery, Associate Dean for Hospital Affairs, School of Dental Medicine, University at Buffalo, Clinical Professor, Department of Neurosurgery, Divison of Pediatric Surgery, Department of Surgery, Jacobs School of Medicine and Biomedical Sciences, Co-Director- Craniofacial Center of Western New York, John Oishei Children's Hospital, Attending Surgeon, Department of Head & Neck/Plastic & Reconstructive Surgery, Roswell Park Comprehensive Cancer Center, Buffalo, NY. Electronic address: mrm25@buffalo.edu.
• Song Yao
  Department of Cancer Prevention and Control Roswell Park Comprehensive Cancer Center Elm and Carlton Streets Buffalo, NY 14203. USA.
• Wesley L Hicks
  Professor and Chair, Department of Head & Neck/Plastic & Reconstructive Surgery, Roswell Park Comprehensive Cancer Center, Buffalo, NY.
• Mukund Seshadri
  Department of Oral Oncology Roswell Park Comprehensive Cancer Center Elm and Carlton Streets Buffalo, NY 14203. USA.
• Elizabeth A Repasky
  Department of Immunology Roswell Park Comprehensive Cancer Center Elm and Carlton Streets Buffalo, NY 14203. USA.
• Elizabeth G Bouchard
  Department of Radiation Medicine Roswell Park Comprehensive Cancer Center Elm and Carlton Streets Buffalo, NY 14203. USA.
• Mark K Farrugia
  Department of Radiation Medicine Roswell Park Comprehensive Cancer Center Elm and Carlton Streets Buffalo, NY 14203. USA.
• Han Yu
  1Joint NTU-UBC Research Centre of Excellence in Active Living for the Elderly (LILY), Nanyang Technological University, Singapore, 639798 Singapore.

Keywords

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