All Outputs (4)

Findings from machine learning in clinical medical imaging applications - Lessons for translation to the forensic setting. (2020)
Journal Article
Peña-Solórzano, C., Albrecht, D., Bassed, R., Burke, M., & Dimmock, M. (2020). Findings from machine learning in clinical medical imaging applications - Lessons for translation to the forensic setting. Forensic Science International, -. https://doi.org/10.1016/j.forsciint.2020.110538

Machine learning (ML) techniques are increasingly being used in clinical medical imaging to automate distinct processing tasks. In post-mortem forensic radiology, the use of these algorithms presents significant challenges due to variability in organ... Read More about Findings from machine learning in clinical medical imaging applications - Lessons for translation to the forensic setting..

Development of an automated radiotherapy dose accumulation workflow for locally advanced high-risk prostate cancer - A technical report. (2020)
Journal Article
Knight, K., Panettieri, V., Dimmock, M., Ong, A., Tuan, J., Tan, H., …Wright, C. (2020). Development of an automated radiotherapy dose accumulation workflow for locally advanced high-risk prostate cancer - A technical report. Journal of Medical Radiation Sciences, 203 - 210. https://doi.org/10.1002/jmrs.442

An automated dose accumulation and contour propagation workflow using daily cone beam computed tomography (CBCTs) images for prostate cases that require pelvic lymph nodes irradiation (PLNs) was developed. This workflow was constructed using MIM® sof... Read More about Development of an automated radiotherapy dose accumulation workflow for locally advanced high-risk prostate cancer - A technical report..

Behavioral and Regional Brain Responses to Inhalation of Capsaicin Modified by Painful Conditioning in Humans (2020)
Journal Article
Dimmock, M., Abubakar, A. B., Bautista, T. G., Mazzone, S. B., & Farrell, M. J. (2021). Behavioral and Regional Brain Responses to Inhalation of Capsaicin Modified by Painful Conditioning in Humans. Chest, 159(3), 1136-1146. https://doi.org/10.1016/j.chest.2020.08.2105

BACKGROUND: Cough is a defense mechanism that protects the airways and lungs in response to airway irritation. The sensory neurons involved in detecting airway irritants and the neural pathways mediating cough share similarities with those that encod... Read More about Behavioral and Regional Brain Responses to Inhalation of Capsaicin Modified by Painful Conditioning in Humans.

Semi-supervised labelling of the femur in a whole-body post-mortem CT database using deep learning. (2020)
Journal Article
Albrecht, D., Bassed, R., Gillam, J., Harris, P., Dimmock, M., & Peña-Solórzano, C. (2020). Semi-supervised labelling of the femur in a whole-body post-mortem CT database using deep learning. Computers in Biology and Medicine, -

A deep learning pipeline was developed and used to localize and classify a variety of implants in the femur contained in whole-body post-mortem computed tomography (PMCT) scans. The results provide a proof-of-principle approach for labelling content... Read More about Semi-supervised labelling of the femur in a whole-body post-mortem CT database using deep learning..