Kristine Newman

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 11

Top Topics

Multiple Modalities

False Positives

Surveillance Videos

Top Venues

Canadian Conference on AI

J. Heal. Informatics Res.

Publications

Shehroz S. Khan, Pratik K. Mishra, Bing Ye, Kristine Newman, Andrea Iaboni, Alex Mihailidis
Empirical Thresholding on Spatio-Temporal Autoencoders Trained on Surveillance Videos in a Dementia Care Unit. CRV (2023)
Zhidong Meng, Andrea Iaboni, Bing Ye, Kristine Newman, Alex Mihailidis, Zhihong Deng, Shehroz S. Khan
Undersampling and Cumulative Class Re-decision Methods to Improve Detection of Agitation in People with Dementia. CoRR (2023)
Abeer A. Badawi, Khalid Elgazzar, Bing Ye, Kristine Newman, Alex Mihailidis, Andrea Iaboni, Shehroz S. Khan
Investigating Multimodal Sensor Features Importance to Detect Agitation in People with Dementia. CCECE (2023)
Pratik K. Mishra, Andrea Iaboni, Bing Ye, Kristine Newman, Alex Mihailidis, Shehroz S. Khan
Privacy-Protecting Behaviours of Risk Detection in People with Dementia using Videos. CoRR (2022)
Shehroz S. Khan, Pratik K. Mishra, Nizwa Javed, Bing Ye, Kristine Newman, Alex Mihailidis, Andrea Iaboni
Unsupervised Deep Learning to Detect Agitation From Videos in People With Dementia. IEEE Access 10 (2022)
Shehroz S. Khan, Thaejaesh Sooriyakumaran, Richard K. Brewer, Sofija Spasojevic, Bing Ye, Kristine Newman, Andrea Iaboni, Alex Mihailidis
Tracking agitation in people living with dementia in a care environment. Canadian Conference on AI (2021)
Shehroz S. Khan, Thaejaesh Sooriyakumaran, Katherine Rich, Sofija Spasojevic, Bing Ye, Kristine Newman, Andrea Iaboni, Alex Mihailidis
Tracking agitation in people living with dementia in a care environment. CoRR (2021)
Sofija Spasojevic, Jacob Nogas, Andrea Iaboni, Bing Ye, Alex Mihailidis, A. Wang, S. J. Li, Lori Schindel Martin, Kristine Newman, Shehroz S. Khan
A Pilot Study to Detect Agitation in People Living with Dementia Using Multi-Modal Sensors. J. Heal. Informatics Res. 5 (3) (2021)
Bing Ye, Shehroz S. Khan, Belkacem Chikhaoui, Andrea Iaboni, Lori Schindel Martin, Kristine Newman, Angel He Wang, Alex Mihailidis
Challenges in Collecting Big Data in A Clinical Environment with Vulnerable Population: Lessons Learned from A Study Using A Multi-modal Sensors Platform. Sci. Eng. Ethics 25 (5) (2019)
Shehroz S. Khan, Sofija Spasojevic, Jacob Nogas, Bing Ye, Alex Mihailidis, Andrea Iaboni, Angel He Wang, Lori Schindel Martin, Kristine Newman
Agitation Detection in People Living with Dementia using Multimodal Sensors. EMBC (2019)
Shehroz S. Khan, Tong Zhu, Bing Ye, Alex Mihailidis, Andrea Iaboni, Kristine Newman, Angel He Wang, Lori Schindel Martin
DAAD: A Framework for Detecting Agitation and Aggression in People Living with Dementia Using a Novel Multi-modal Sensor Network. ICDM Workshops (2017)