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Chelsea Chandler
Chelsea Chandler
Postdoctoral Researcher, University of Colorado Boulder
Verified email at colorado.edu
Title
Cited by
Cited by
Year
Using machine learning in psychiatry: the need to establish a framework that nurtures trustworthiness
C Chandler, PW Foltz, B Elvevåg
Schizophrenia bulletin 46 (1), 11-14, 2020
692020
Applying speech technologies to assess verbal memory in patients with serious mental illness
TB Holmlund, C Chandler, PW Foltz, AS Cohen, J Cheng, JC Bernstein, ...
NPJ digital medicine 3 (1), 33, 2020
382020
Natural language processing and psychosis: on the need for comprehensive psychometric evaluation
AS Cohen, Z Rodriguez, KK Warren, T Cowan, MD Masucci, ...
Schizophrenia bulletin 48 (5), 939-948, 2022
222022
Overcoming the bottleneck in traditional assessments of verbal memory: Modeling human ratings and classifying clinical group membership
C Chandler, P Foltz, J Cheng, JC Bernstein, EP Rosenfeld, AS Cohen, ...
Proceedings of the sixth workshop on computational linguistics and clinical …, 2019
222019
Machine learning for ambulatory applications of neuropsychological testing
C Chandler, PW Foltz, AS Cohen, TB Holmlund, J Cheng, JC Bernstein, ...
Intelligence-Based Medicine, 100006, 2020
212020
Improving the applicability of AI for psychiatric applications through human-in-the-loop methodologies
C Chandler, PW Foltz, B Elvevåg
Schizophrenia Bulletin 48 (5), 949-957, 2022
122022
Reflections on the nature of measurement in language-based automated assessments of patients' mental state and cognitive function
PW Foltz, C Chandler, C Diaz-Asper, AS Cohen, Z Rodriguez, ...
Schizophrenia research 259, 127-139, 2023
102023
Acceptability of Collecting Speech Samples from the Elderly via the Telephone
C Diaz-Asper, C Chandler, RS Turner, B Reynolds, B Elvevåg
DIGITAL HEALTH 7, 2021
82021
Extending the usefulness of the verbal memory test: the promise of machine learning
C Chandler, TB Holmlund, PW Foltz, AS Cohen, B Elvevåg
Psychiatry research 297, 113743, 2021
72021
Applying speech technologies to assess verbal memory in patients with serious mental illness. npj Digit. Med. 3, 33
TB Holmlund, C Chandler, PW Foltz, AS Cohen, J Cheng, JC Bernstein, ...
72020
Predicting Self-Reported Affect from Speech Acoustics and Language
C Chandler, PW Foltz, J Cheng, AS Cohen, TB Holmlund, B Elvevåg
In Proceedings of the LREC 2020 Workshop on: Resources and Processing of …, 2020
72020
Increasing access to cognitive screening in the elderly: Applying natural language processing methods to speech collected over the telephone
C Diaz-Asper, C Chandler, RS Turner, B Reynolds, B Elvevåg
Cortex 156, 26-38, 2022
62022
Towards a temporospatial framework for measurements of disorganization in speech using semantic vectors
TB Holmlund, C Chandler, PW Foltz, C Diaz-Asper, AS Cohen, ...
Schizophrenia research 259, 71-79, 2023
52023
The Community Builder (CoBi): Helping Students to Develop Better Small Group Collaborative Learning Skills
T Breideband, J Bush, C Chandler, M Chang, R Dickler, P Foltz, ...
Companion Publication of the 2023 Conference on Computer Supported …, 2023
22023
Using automated syllable counting to detect missing information in speech transcripts from clinical settings
M Diaz-Asper, TB Holmlund, C Chandler, C Diaz-Asper, PW Foltz, ...
Psychiatry research 315, 114712, 2022
22022
A framework for language technologies in behavioral research and clinical applications: Ethical challenges, implications, and solutions.
C Diaz-Asper, MK Hauglid, C Chandler, AS Cohen, PW Foltz, B Elvevåg
American Psychologist 79 (1), 79, 2024
12024
Safeguarding against spurious AI-based predictions: the case of automated verbal memory assessment
C Chandler, P Foltz, A Cohen, T Holmlund, B Elvevåg
Proceedings of the Seventh Workshop on Computational Linguistics and …, 2021
12021
Conversational Coherence in Alzheimer’s Disease and Mild Cognitive Impairment: A Decision Tree Classifier Analysis (S1. 003)
P Pressman, C Chandler, F Dino, P Foltz
Neurology 102 (17_supplement_1), 3525, 2024
2024
Computational Modeling of Collaborative Discourse to Enable Feedback and Reflection in Middle School Classrooms
C Chandler, T Breideband, JG Reitman, M Chitwood, JB Bush, A Howard, ...
Proceedings of the 14th Learning Analytics and Knowledge Conference, 576-586, 2024
2024
An explainable machine learning model of cognitive decline derived from speech
C Chandler, C Diaz‐Asper, RS Turner, B Reynolds, B Elvevåg
Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring 15 (4 …, 2023
2023
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