Have a personal or library account? Click to login
Feasibility Analysis of Phenotype Quantification from Unstructured Clinical Interactions Cover

Feasibility Analysis of Phenotype Quantification from Unstructured Clinical Interactions

Open Access
|Jan 2022

References

  1. 1Agurto, C., et al. (2019). Analyzing progression of motor and speech impairment in ALS. Conf Proc Annu Int Conf Ieee Eng Medicine Biology Soc Ieee Eng Medicine Biology Soc Annu Conf, 2019, 60976102. DOI: 10.1109/EMBC.2019.8857300
  2. 2Baltrusaitis, T., Zadeh, A., Lim, Y. C., & Morency, L.-P. (2018). OpenFace 2.0: Facial Behavior Analysis Toolkit. 2018 13th Ieee Int Conf Automatic Face Gesture Recognit Fg 2018, 5966. DOI: 10.1109/FG.2018.00019
  3. 3Bedi, G., et al. (2015). Automated analysis of free speech predicts psychosis onset in high-risk youths. NPJ schizophrenia, 1, 15030. DOI: 10.1038/npjschz.2015.30
  4. 4Bishay, M., Palasek, P., Priebe, S., & Patras, I. (2019). SchiNet: Automatic Estimation of Symptoms of Schizophrenia from Facial Behaviour Analysis. Ieee T Affect Comput, 11.
  5. 5Cohn, J. F., et al. (2009). Detecting Depression from Facial Actions and Vocal Prosody. 2009 3rd Int Conf Affect Comput Intelligent Interact Work, 17. DOI: 10.1109/ACII.2009.5349358
  6. 6Cohn, J. F., Ambadar, Z., & Ekman, P. (2007). Observer-Based Measurement of Facial Expression With the Facial Action Coding System. Handbook of emotion elicitation and assessment, 203221.
  7. 7Corcoran, C. M., et al. (2018). Prediction of psychosis across protocols and risk cohorts using automated language analysis. World Psychiatry, 17, 6775. DOI: 10.1002/wps.20491
  8. 8de Jong, N. H., & Wempe, T. (2009). Praat script to detect syllable nuclei and measure speech rate automatically. Behavior Research Methods, 41, 385390. DOI: 10.3758/BRM.41.2.385
  9. 9Ekman, P. (1964). Body Position, Facial Expression, and Verbal Behavior During Interviews. Journal of Abnormal and Social Psychology, 68, 295301. DOI: 10.1037/h0040225
  10. 10Ekman, P. (2013). Emotion in the Human Face. (Malor Books Reprint Edition, 2013).
  11. 11Ekman, P., Sorenson, E. R., & Friesen, W. V. (1969). Pan-Cultural Elements in Facial Displays of Emotion. Science, 164, 8688. DOI: 10.1126/science.164.3875.86
  12. 12Mahl, G. F. (1964). MEASUREMENT OF VERBAL AND VOCAL BEHAVIOR. SOME OBSERVATIONS ABOUT RESEARCH ON VOCAL BEHAVIOR. Res Publ – Assoc Res Nerv Ment Dis, 42, 46683.
  13. 13Mahl, G. F., Dollard, J., & Redlich, F. C. (1954). Facilities for the Sound Recording and Observation of Interviews. Science, 120, 235239. DOI: 10.1126/science.120.3111.235
  14. 14Overall, J. E., & Gorham, D. R. (1962). The Brief Psychiatric Rating Scale. Psychological Reports, 10, 799812. DOI: 10.2466/pr0.1962.10.3.799
  15. 15Pennington, J., Socher, R., & Manning, C. (2014). Glove: Global Vectors for Word Representation. Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 15321543. DOI: 10.3115/v1/D14-1162
  16. 16Scherer, S., Lucas, G. M., Gratch, J., Rizzo, A. S., & Morency, L.-P. (2016). Self-Reported Symptoms of Depression and PTSD Are Associated with Reduced Vowel Space in Screening Interviews. Ieee T Affect Comput, 7, 5973. DOI: 10.1109/TAFFC.2015.2440264
  17. 17Stratou, G., Scherer, S., Gratch, J., & Morency, L.-P. (2015). Automatic nonverbal behavior indicators of depression and PTSD: the effect of gender. J Multimodal User In, 9, 1729. DOI: 10.1007/s12193-014-0161-4
  18. 18van Steenbergen-Weijenburg, K. M., et al. (2010). Validation of the PHQ-9 as a screening instrument for depression in diabetes patients in specialized outpatient clinics. Bmc Health Serv Res, 10, 235. DOI: 10.1186/1472-6963-10-235
DOI: https://doi.org/10.5334/cpsy.78 | Journal eISSN: 2379-6227
Language: English
Submitted on: Aug 2, 2021
Accepted on: Dec 13, 2021
Published on: Jan 11, 2022
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2022 Daniel S. Barron, Stephen Heisig, Carla Agurto, Raquel Norel, Brittany Quagan, Albert Powers, Michael L. Birnbaum, Todd Constable, Guillermo Cecchi, John H. Krystal, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.