Christopher McIntosh (Chris McIntosh)

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 15

Top Topics

Mass Spectrometry

Machine Learning

Ultra High Performance Liquid Chromatography

Top Venues

Analytical chemistry

NPJ digital medicine

Physics in medicine and biology

Circulation. Cardiovascular imaging

This page only lists publications with an associated author ORCID identifier.

Publications

Michael Woolman, Taira Kiyota, Siham A Belgadi, Naohide Fujita, Alexa Fiorante, Vijay Ramaswamy, Craig Daniels, James T Rutka, Christopher McIntosh, David G Munoz, Howard J Ginsberg, Ahmed M Aman, Arash Zarrine-Afsar
Lipidomic-Based Approach to 10 s Classification of Major Pediatric Brain Cancer Types with Picosecond Infrared Laser Mass Spectrometry. Analytical chemistry (2024)
Michael Woolman, Taira Kiyota, Siham A Belgadi, Naohide Fujita, Alexa Fiorante, Vijay Ramaswamy, Craig Daniels, James T Rutka, Christopher McIntosh, David G Munoz, Howard J Ginsberg, Ahmed M Aman, Arash Zarrine-Afsar
Lipidomic-Based Approach to 10 s Classification of Major Pediatric Brain Cancer Types with Picosecond Infrared Laser Mass Spectrometry. Analytical chemistry 96 (3) (2024)
Cathy Ong Ly, Balagopal Unnikrishnan, Tony Tadic, Tirth Patel, Joseph Duhamel, Sonja Kandel, Yasbanoo Moayedi, Michael Brudno, Andrew J Hope, Heather Ross, Christopher McIntosh
Shortcut learning in medical AI hinders generalization: method for estimating AI model generalization without external data. NPJ digital medicine 7 (1) (2024)
Michael Woolman, Taira Kiyota, Siham A Belgadi, Naohide Fujita, Alexa Fiorante, Vijay Ramaswamy, Craig Daniels, James T Rutka, Christopher McIntosh, David G Munoz, Howard J Ginsberg, Ahmed M Aman, Arash Zarrine-Afsar
Lipidomic-Based Approach to 10 s Classification of Major Pediatric Brain Cancer Types with Picosecond Infrared Laser Mass Spectrometry. Analytical chemistry 96 (3) (2024)
Cathy Ong Ly, Balagopal Unnikrishnan, Tony Tadic, Tirth Patel, Joseph Duhamel, Sonja Kandel, Yasbanoo Moayedi, Michael Brudno, Andrew J Hope, Heather Ross, Christopher McIntosh
Shortcut learning in medical AI hinders generalization: method for estimating AI model generalization without external data. NPJ digital medicine 7 (1) (2024)
Michael Woolman, Taira Kiyota, Siham A Belgadi, Naohide Fujita, Alexa Fiorante, Vijay Ramaswamy, Craig Daniels, James T Rutka, Christopher McIntosh, David G Munoz, Howard J Ginsberg, Ahmed M Aman, Arash Zarrine-Afsar
Lipidomic-Based Approach to 10 s Classification of Major Pediatric Brain Cancer Types with Picosecond Infrared Laser Mass Spectrometry. Analytical chemistry 96 (3) (2024)
Michael Woolman, Taira Kiyota, Siham A Belgadi, Naohide Fujita, Alexa Fiorante, Vijay Ramaswamy, Craig Daniels, James T Rutka, Christopher McIntosh, David G Munoz, Howard J Ginsberg, Ahmed M Aman, Arash Zarrine-Afsar
Lipidomic-Based Approach to 10 s Classification of Major Pediatric Brain Cancer Types with Picosecond Infrared Laser Mass Spectrometry. Analytical chemistry 96 (3) (2024)
Michael Woolman, Taira Kiyota, Siham A Belgadi, Naohide Fujita, Alexa Fiorante, Vijay Ramaswamy, Craig Daniels, James T Rutka, Christopher McIntosh, David G Munoz, Howard J Ginsberg, Ahmed M Aman, Arash Zarrine-Afsar
Lipidomic-Based Approach to 10 s Classification of Major Pediatric Brain Cancer Types with Picosecond Infrared Laser Mass Spectrometry. Analytical chemistry 96 (3) (2024)
Michal Kazmierski, Mattea L Welch, Sejin Kim, Christopher McIntosh, Katrina Rey-McIntyre, Shao Hui Huang, Tirth Patel, Tony Tadic, Michael F Milosevic, Fei-Fei Liu, Adam Ryczkowski, Joanna Kazmierska, Zezhong Ye, Deborah Plana, Hugo J W L Aerts, Benjamin H Kann, Scott V Bratman, Andrew J Hope, Benjamin Haibe-Kains
Multi-institutional Prognostic Modeling in Head and Neck Cancer: Evaluating Impact and Generalizability of Deep Learning and Radiomics. Cancer research communications 3 (6) (2023)
Ayako Ishikita, Christopher McIntosh, Kate Hanneman, Myunghyun M Lee, Tiffany Liang, Gauri R Karur, S Lucy Roche, Edward Hickey, Tal Geva, David J Barron, Rachel M Wald
Machine Learning for Prediction of Adverse Cardiovascular Events in Adults With Repaired Tetralogy of Fallot Using Clinical and Cardiovascular Magnetic Resonance Imaging Variables. Circulation. Cardiovascular imaging 16 (6) (2023)
Aly Khalifa, Jeff D Winter, Inmaculada Navarro, Christopher McIntosh, Thomas G Purdie
Domain adaptation of automated treatment planning from computed tomography to magnetic resonance. Physics in medicine and biology 67 (12) (2022)
Christopher McIntosh, Leigh Conroy, Michael C Tjong, Tim Craig, Andrew Bayley, Charles Catton, Mary Gospodarowicz, Joelle Helou, Naghmeh Isfahanian, Vickie Kong, Tony Lam, Srinivas Raman, Padraig Warde, Peter Chung, Alejandro Berlin, Thomas G Purdie
Clinical integration of machine learning for curative-intent radiation treatment of patients with prostate cancer. Nature medicine 27 (6) (2021)
Kevin R Murray, Farid Foroutan, Jennifer M Amadio, Juan Duero Posada, Stella Kozuszko, Joseph Duhamel, Katherine Tsang, Michael E Farkouh, Michael McDonald, Filio Billia, Edward Barber, Steven G Hershman, Mamatha Bhat, Kathryn J Tinckam, Heather Joan Ross, Christopher McIntosh, Yasbanoo Moayedi
Remote Mobile Outpatient Monitoring in Transplant (Reboot) 2.0: Protocol for a Randomized Controlled Trial. JMIR research protocols 10 (10) (2021)
Leigh Conroy, Aly Khalifa, Alejandro Berlin, Christopher McIntosh, Thomas G Purdie
Performance stability evaluation of atlas-based machine learning radiation therapy treatment planning in prostate cancer. Physics in medicine and biology 66 (13) (2021)
Vicki N Wang, Chun-Po Steve Fan, Christopher McIntosh
Letter by Wang et al Regarding Article, "Association Between Coffee Intake and Incident Heart Failure Risk: A Machine Learning Analysis of the FHS, the ARIC Study, and the CHS". Circulation. Heart failure 14 (12) (2021)