OHSU

Publications

2014

Stark A, Shafran I, Kaye J. Inferring Social Nature of Conversations from Words: Experiments on a Corpus of Everyday Telephone Conversations. Computer speech & language 2014; 28 24187435.

Davis MM FM, Kaye J, Vuckovic N, Buckley DI. A systematic review of clinician and staff views of the acceptability and feasibility of incorporating remote monitoring technologies into primary care. Telemedicine and e-Health, Forthcoming.


El-Gohary M PS, McNames J, Mancini M, Horak F, Mellone S, Chiari L. At Home Assessment of Turning Mobility in Parkinson's Disease and Elderly People. Sensors, Forthcoming.

Miller LM DN, Mattek NC, Lyons KS, Kaye JA. Social activity decreases risk of placement in a long-term care facility for a prospective sample of community-dwelling older adults. Research in Gerontological Nursing, Forthcoming.

Petersen J, Austin D, Kaye JA, Pavel M, Hayes TL. Unobtrusive in-home detection of time spent out-of-home with applications to loneliness and physical activity. IEEE Transactions on Information Technology in Biomedicine, Forthcoming.

Thielke SM MN, Hayes TL, Dodge HH, Quinones AR, Austin D, Petersen J, Kaye JA. . Brief Report: Associations Between Observed In-Home Behaviors and Self-Reported Low Mood in Community-Dwelling Older Adults Journal of the American Geriatrics Society, Forthcoming.

2013

Adami AM, Adami AG, Hayes TL, Beattie Z. Unobtrusive Movement Detection during Sleep based on Load Cell Dynamics. In: XIII Workshop de Informatic Medica (WIM 2013), XXXIII Congresso Brasileiro da Sociedade Brasileira de Computacao, 2013, Maceio, Alagoas, Brasil.

Adami AM, Adami AG, Hayes TL, Beattie Z. A System for Assessment of Limb Movements in Sleep. In: 2013 IEEE 15th International Conference on e-Health Networking, Applications and Services (Healthcom 2013), 2013, Lisboa, Portugal.

Beattie ZT, Hayes TL, Guilleminault C, Hagen CC. Accurate scoring of the apnea-hypopnea index using a simple non-contact breathing sensor. J Sleep Res. 2013 Jun;22(3):356-62.

Boise L, Wild K, Mattek N, Ruhl M, Dodge HH, Kaye J. Willingness of older adults to share data and privacy concerns after exposure to unobtrusive in-home monitoring. Gerontechnology. 2013;11(3):428-435.

Davis MM CJ, Howk S, DeSordi M, Boise L, Fagnan LJ, Vuckovic N. A Qualitative Study of Rural Primary Care Clinician Views on Remote Monitoring Technologies. Journal of Rural Health 2013.

Dille MF, Jacobs PG, Gordon SY, Helt WJ, McMillan GP. A new extended frequency portable audiometer for ototoxicity monitoring, the OtoID. J Rehab Res Dev. 2013 Nov; 50(7):997-1006.

Dodge HH, Ybarra O, Kaye JA. Tools for advancing research into social networks and cognitive function in older adults. International psychogeriatrics / IPA 2013:1-7 [Epub ahead of print]

Hayes TL, Riley T, Mattek N, Pavel M, Kaye JA. Sleep Habits in Mild Cognitive Impairment. Alzheimer’s Disease & Associated Disorders. 2013 Oct 17. [Epub ahead of print].

Huckans M, Hutson L, Twamley E, Jak A, Kaye J, Storzbach D. Efficacy of cognitive rehabilitation therapies for mild cognitive impairment (MCI) in older adults: working toward a theoretical model and evidence-based interventions. Neuropsychology review 2013; 23:63-80 23471631.

Jacobs, P.G. "Remote assessment of health in older and frail adults living independently through mobility assessment" In Telehealthcare Computing and Engineering: Principles and Design, by Fei Hu, Science Publishers, March 31 2013.

Jimison HB, Klein KA, Marcoe JL. A socialization intervention in remote health coaching for older adults in the home. Conference proceedings :  Annual International Conference of the IEEE Engineering in Medicine and Biology Society IEEE Engineering in Medicine and Biology Society Conference 2013;2013:7025-7028 24111362.

Kaye J, Mattek N, Dodge HH, Campbell I, Hayes T, Austin D, Hatt W, Wild K, Jimison H, Pavel M. Unobtrusive measurement of daily computer use to detect mild cognitive impairment. Alzheimers Dement. 2013 May 17. [Epub ahead of print].

Kurtz T, Mogle J, Sliwinski MJ, Hofer SM. Individual differences in task-specific paired associates learning in older adults: the role of processing speed and working memory. Experimental aging research 2013; 39:493-514 24151913.

Pavel M, Jimison HB, Wactlar HD, Hayes TL, Barkis W, Skapik J, Kaye J. The role of technology and engineering models in transforming healthcare. IEEE Rev Biomed Eng. 2013; 6:156-77.

Sano M, Egelko S, Donohue M, et al. Developing dementia prevention trials: baseline report of the home-based assessment study. Alzheimer disease and associated disorders 2013; 27:356-362 23151596.

2012

Adami AM, Adami AG, Hayes TL, Pavel M, Beattie ZT. A Gaussian model for movement detection during sleep. Conf Proc IEEE Eng Med Biol Soc. 2012: 2263-6. PMC3563107.

Austin D, Beattie ZT, Riley T, Adami AM, Hagen CC, Hayes TL. Unobtrusive classification of sleep and wakefulness using load cells under the bed. Conf Proc IEEE Eng Med Biol Soc. 2012: 5254-7. PMC3563097.

Austin D, Petersen J, Jimison H, Pavel M. A state-space model for finger tapping with applications to cognitive inference. Conf Proc IEEE Eng Med Biol Soc. 2012:21-4.

Dodge HH, Mattek NC, Austin D, Hayes TL, Kaye JA. In-home walking speeds and variability trajectories associated with mild cognitive impairment. Neurology. 2012; 78(24): 1946-52.

Kaye J, Mattek N, Dodge H, Buracchio T, Austin D, Hagler S, Pavel M, Hayes T. One walk a year to 1000 within a year: continuous in-home unobtrusive gait assessment of older adults. Gait Posture. 2012; 35(2): 197-202.

Petersen J, Larimer N, Kaye JA, Pavel M, Hayes TL. SVM to detect the presence of visitors in a smart home environment. Conf Proc IEEE Eng Med Biol Soc. 2012:5850-3.

Peterson A, Mattek N, Clemons A, Bowman GL, Buracchio T, Kaye J, Quinn J. Serum vitamin D concentrations are associated with falling and cognitive function in older adults. J Nutr Health Aging. 2012 Oct; 16(10):898-901. PMC3593063.

Sano M, Egelko S, Donohue M, Ferris S, Kaye J, Hayes TL, Mundt JC, Sun CK, Paparello S, Aisen PS; the Alzheimer Disease Cooperative Study Investigators. Developing Dementia Prevention Trials: Baseline Report of the Home-Based Assessment Study. Alzheimer Dis Assoc Disord. 2012 Nov 12. [Epub ahead of print].

2011

Adami AM, Pavel M, Hayes TL, Adami AG, Singer C. A method for classification of movements in bed. In: Engineering in Medicine and Biology Society. 2011: 7881-4.

Austin D, Hayes TL, Kaye J, Mattek N, Pavel M. Unobtrusive monitoring of the longitudinal evolution of in-home gait velocity data with applications to elder care. Engineering in Medicine and Biology Society (EMBS), 2011 Annual International Conference of the IEEE. 2011: 6495-8.

Austin D, Hayes TL, Kaye JA, Mattek N, Pavel M. On the disambiguation of passively measured in-home gait velocities from multi-person smart homes. Journal of Ambient Intelligence and Smart Environments. 2011; 3(2): 165-74.

Austin D, Jimison H, Hayes TL, Mattek N, Kaye J. Measuring motor speed through typing: a surrogate for the finger tapping test. Behavior Research Methods. 2011; Online First (15 April 2011).

Beattie ZT, Hagen CC, Hayes TL. Classification of lying position using load cells under the bed. Engineering in Medicine and Biology Society (EMBS), 2011 Annual International Conference of the IEEE. 2011: 474-7.

Buracchio TJ, Mattek NC, Dodge HH, Hayes TL, Pavel M, Howieson DB, Kaye JA. Executive function predicts risk of falls in older adults without balance impairment. BMC Geriatrics. 2011; 11: 74.

Campbell IH, Austin D, Hayes TL, Pavel M, Riley T, Mattek N, Kaye J. Measuring changes in activity patterns during a norovirus epidemic at a retirement community. Engineering in Medicine and Biology Society (EMBS), 2011 Annual International Conference of the IEEE. 2011: 6793-6.

Feuerstein J, Austin D, Sack R, Hayes TL. Wrist actigraphy for scratch detection in the presence of confounding activities. Engineering in Medicine and Biology Society (EMBS), 2011 Annual International Conference of the IEEE. 2011: 6495-8.

Hagler S, Jimison H, Pavel M. Unobtrusive in-home assessment by means of everyday computer mouse usage. Engineering in Medicine and Biology Society (EMBS), 2011 Annual International Conference of the IEEE. 2011: 3816-9.

House S, Connell S, Milligan I, Austin D, Hayes TL, Chiang P. Indoor localization using pedestrian dead reckoning updated with RFID-based fiducials. Engineering in Medicine and Biology Society (EMBS), 2011 Annual International Conference of the IEEE. 2011: 7598-601.

Howieson D, Mattek N, Seeyle AM, Dodge H, Wasserman D, Zitzelberger T, Kaye JA. Serial position effects in mild cognitive impairment. Journal of Clinical and Experimental Neuropsychology. 2011; 33(3): 292-299.

Kaye JA, Maxwell SA. Mattek N, Hayes T, Dodge H, Pavel M, Jimison H, Wild K, Boise L, & Zitzelberger T. Intelligent Systems for Assessing Aging Changes: Home-Based, Unobtrusive and Continuous Assessment of Aging. Journal of Gerontology: Psychological Sciences. 2011; 66B(suppl 1): i180-i190.

Kaye, JA. Putting Petabytes to Work: Home-Based Assessment Technology Can Help Elders Manage their Health. Aging Today. 2011; XXXII(1).

Roark B, Mitchell M, Hosom J, Hollingshead K, Kaye J. Spoken language derived measures for detecting Mild Cognitive Impairment. Audio, Speech, and Language Processing, IEEE Transactions on. 2011; 99.

2010

Adami AM, Adami AG, Schwarz G, Beattie ZT, Hayes TL. A subject state detection approach to determine rest-activity patterns using load cells. In: Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE. 2010: 204-207.

Austin D, Leen T, Hayes TL, Kaye J, Jimison H, Mattek N, Pavel M. Model-based inference of cognitive processes from unobtrusive gait velocity measurements. In: Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE. 2010: 5230-5233.

Buracchio T, Dodge HH, Howieson D, Wasserman D, Kaye JA. The trajectory of gait speed preceding mild cognitive impairment. Archives of Neurology. 2010; 67(8): 980-6.

Hagler S, Austin D, Hayes TL, Kaye J, Pavel M. Unobtrusive and Ubiquitous In-Home Monitoring: A Methodology for Continuous Assessment of Gait Velocity in Elders. IEEE Transactions on Biomedical Engineering. 2010; 57: 813-820.

Hayes TL, Riley T, Pavel M, Kaye JA. Estimation of Rest-Activity Patterns using Motion Sensors. In: Proceedings of the 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 2010.

Jimison HB and Pavel M. A Utility and Context Based Framework for Addressing the Machine Learning Challenges of Detecting Rare but Important Clinical Events. In: Lafferty J, Williams CKI, Shawe-Taylor J, Zemel RS & Culotta A (Eds). Advances in Neural Information Processing Systems 23; 2010.

Jimison HB, McKanna J, Ambert K, Hagler S, Hatt WJ, Pavel M. Models of Cognitive Performance Based on Home Monitoring Data. In: IEEE Engineering in Medicine and Biology Conference. 2010.

Kaye JA, Dodge HH, Mattek N, Austin D, Hagler S, Buracchio T, Pavel M and Hayes T. Home-Based Activity Changes Associated with MCI. In: Annual American Academy of Neurology Conference. 2010.

Kaye, JA. Technology and Dementia: The Way Ahead. In: Mulvenna MD & Nugent CD (Eds). Supporting People with Dementia Using Pervasive Health Technologies. London: Springer; 2010: 221-233.

McKanna JA, Pavel M, Jimison H. Unobtrusive monitoring of divided attention in a cognitive health coaching intervention for the elderly. In: AMIA Annual Symposium Proceedings. 2010: 507-11.

Pavel M, Jimison H, Hayes T, Larimer N, Hagler S, Vimegon Y, Leen T, Ozertem U. Optimizing Medication Reminders Using a Decision-Theoretic Framework. In: Medinfo 2010: Proceedings of the 15th World Congress on Health (Medical) Informatics. 2010.

Sano M, Egelko S, Ferris S, Kaye J, Hayes TL, Mundt JC, Donohue M, Walter S, Sun S, Sauceda-Cerda L. Pilot study to show the feasibility of a multicenter trial of home-based assessment of people over 75 years old. Alzheimer Disease & Associated Disorders. 2010; 24(3): 256-63.

2009

Adami AM, Hayes TL, Pavel M, Adami AG. Comparison of Load Cells and Wrist-Actigraphy for Unobtrusive Monitoring of Sleep Movements. In: 31th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 2009.

Adami AM, Pavel M, Hayes TL, Singer CM. Detection of Movement in Bed Using Unobtrusive Load Cell Sensors. IEEE Transactions on Information Technology in Biomedicine. 2009; 14(2): 481-490.

Beattie ZT, Hagen CC, Pavel M, Hayes TL. Classification of Breathing Events Using Load Cells under the Bed. In: International Conference of the IEEE Engineering in Medicine and Biology Society. 2009.

Hatt WJ, VanBaak EA, Jimison HB, Hagler S, Hayes TL, Pavel M, Kaye J. The Exploration & Forensic Analysis of Computer Usage Data in the Elderly. In: IEEE Engineering in Medicine and Biology Conference. 2009.

Hayes T, Pavel M, Kaye J. Gathering the evidence: supporting large-scale research deployments. Intel Technical Journal. 2009; 13(3): 148-67.

Hayes TL, Cobbinah K, Dishongh T, Kaye JA, Kimel J, Labhard M, Leen T, Lundell J, Ozertem U, Pavel M, Philipose M, Rhodes K, Vurgun S. A study of medication-taking and unobtrusive, intelligent reminding. Telemedicine and e-Health. 2009; 15(8).

Hayes TL, Hagler S, Austin D, Kaye J, Pavel M. Unobtrusive assessment of walking speed in the home using inexpensive PIR sensors. In: 31th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 2009.

Hayes TL, Larimer N, Adami A, Kaye J. Medication adherence in healthy elders: small cognitive changes make a big difference. Journal of Aging and Health. 2009; 21(4): 567-580.

McKanna J, Jimison HB, Pavel M. Divided Attention in Computer Game Play: Analysis Utilizing Unobtrusive Health Monitoring. In: IEEE Engineering in Medicine and Biology Conference. 2009.

2008

Bas E, Erdogmus D, Ozertem U, Pavel M. Towards fish-eye camera based in-home activity assessment. In: Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE. 2008: 2558-2561.

Beattie ZT. Algorithm for automatic beat detection of cardiovascular pressure signals. Engineering in Medicine and Biology Society (EMBS), 2008 Annual International Conference of the IEEE. 2008: 2594-7.

Gunzler S, Koudelka C, Carlson N, Pavel M, Nutt J. Effect of low concentrations of apomorphine on parkinsonism in a randomized, placebo-controlled, crossover study. Archives of Neurology. 2008; 65(2): 193-198.

Hayes TL, Abendroth F, Adami A, Pavel, M, Zitzelberger TA, Kaye JA. Unobtrusive assessment of activity patterns associated with mild cognitive impairment. Alzheimers and Dementia. 2008; 4(6): 395-405.

Hayes TL, Pavel M, Kaye J. An Approach for Deriving Continuous Health Assessment Indicators From In-home Sensor Data. In: Mihailidis A, Boger J, Kautz H, Normie L. Technology and Aging. IOS Press; 2008: 130-137.

Jimison HB, Pavel M, Le T. Home-Based Cognitive Monitoring Using Embedded Measures of Verbal Fluency in a Computer Word Game. Conf Proc IEEE Eng Med Biol Soc. 2008:3312-5. doi: 10.1109/IEMBS.2008.4649913.

Jimison, HB & Pavel, M. Integrating Computer-Based Health Coaching into Elder Home Care. In: Technology and Aging: Selected papers from the 2007 International Conference on Technology and Aging (FICCDAT). 2008.

Kaye J, Hayes T, Zitzelberger T, Yeargers J, Pavel M, Jimison H, Larimer N, Payne-Murphy J, Earl E, Wild K, Boise L, Williams D, Lundell J, Dishman E. Deploying wide-scale in-home assessment technology. In: Technology and Aging: Selected papers from the 2007 International Conference on Technology and Aging (FICCDAT). 2008: 19-26.

Kaye JA. Home-based technologies: a new paradigm for conducting dementia prevention trials. Alzheimers and Dementia. 2008; 4(1 Suppl 1): S60-6.

Michael YL, McGregor EM, Allen J, Fickas S. Observing Outdoor Activity Using Global Positioning System-Enabled Cell Phones. In: International Conference on Smart Homes and Health Telematics (ICOST). 2008: 177-184.

Pavel M, Jimison H, Hayes T, Kaye J, Dishman E, Wild K, Williams D. Continuous, Unobtrusive Monitoring for the Assessment of Cognitive Function. In: Hofer SM, Alwin DF. Handbook of Cognitive Aging: Interdisciplinary Perspectives. Thousand Oaks, CA: Sage Publications, Inc.; 2008.

Perkins J, Pavel M, Jimison HB, Scott S. Gesture Recognition for Interactive Exercise Programs. In: IEEE Engineering in Medicine and Biology Conference. 2008.

Weinshall D, Hermansky H, Zweig A, Luo J, Jimison H, Ohl F, & Pavel M. Beyond Novelty Detection: Incongruent Events, when General and Specific Classifiers Disagree. In: Advances in Neural Information Processing Systems (NIPS). 2008.

Wild K, Boise L, Lundell J, and Foucek A. Unobtrusive in-home monitoring of cognitive and physical health: Reactions and perceptions of Older Adults. Applied Gerontology. 2008; 27(2): 181-200.

2007

Coulston R, Klabbers E, de Villiers J, Hosom JP. Application of Speech Technology in a Home Based Assessment Kiosk for Early Detection of Alzheimer’s Disease. In: Proceedings of InterSpeech. 2007.

Dorneich M, Whitlow S, Mathan S, Ververs P, Erdogmus D, Adami A, Pavel M, Lan T. Supporting Real-time Cognitive State Classification on a Mobile Individual. Cognitive Engineering & Decision Making (Special Issue on Augmented Cognition: Past, Present, and Future). 2007.

Hayes TL, Pavel M, Adami A, Larimer N, Tsay A, Nutt J. Distributed Healthcare: Simultaneous Assessment of Multiple Individuals. IEEE Pervasive Computing. 2007; 6(1): 36-43.

Hayes TL, Pavel M, Kaye JA. An approach for deriving continuous health assessment indicators from in-home sensor data. In: Festival of International Conferences on Caregiving, Disability, Aging and Technology. 2007.

Jimison H, Pavel M, Larimer N, Mullen P. A General Architecture for Computer Based Health Coaching. In: Proceedings of the International Conference on Technology & Aging. 2007.

Jimison H, Pavel M, Wild K, Bissell P, McKanna J, Blaker D, Williams D. A Neural Informatics Approach to Cognitive Assessment and Monitoring. In: 3rd International IEEE EMBS Conference on Neural Engineering. 2007: 696-699.

Jimison HB & Pavel M. A Scaleable Approach to Cognitive Health Coaching. In: Proceedings of the Workshop on Intelligent Systems for Assisted Cognition. 2007.

Jimison HB, Pavel M, Bissell P, McKanna J. A Framework for Cognitive Monitoring Using Computer Game Interactions. In: Kuhn KA, Warren JR, Leong TY (Eds). Medinfo 2007: Proceedings of the 12th World Congress on Health (Medical) Informatics; Building Sustainable Health Systems. Amsterdam: IOS Press; 2007.

Leen, T, Hayes TL, Zhengdong, L, Kaye JA. Detection of Early Cognitive Loss from Medication. In: Technology and Aging: Selected papers from the 2007 International Conference on Technology and Aging (FICCDAT). 2007.

Lundell J, Hayes TL, Vurgun S, Ozertem U, Kimel J, Kaye J, Guilak F, Pavel M. Continuous Activity Monitoring and Intelligent Contextual Prompting to Improve Medication Adherence. In: Engineering in Medicine and Biology Society, 29th Annual International Conference of the IEEE (EMBS). 2007: 6286-6289.

Mahmood A, Steggell CD, Yamamoto T, Lee M. Gerotechnology and aging in place: A conceptual model and preliminary findings from pilot projects. In: Proceedings of the Environmental Design Research Association. 2007.

Mahoney DF, Purtilo RB, Webbe FM, Alwan M, Bharucha AJ, Adlam TD, Jimison HB, Turner B, Becker SA, Working Group on Technology of the Alzheimer. In-home monitoring of persons with dementia: Ethical guidelines for technology research and development. Alzheimer's and Dementia. 2007; 3(3): 217-226.

Pavel M, Hayes TL, Tsay A, Erdogmus W, Paul AS, Larimer N, Jimison H, Nutt J. Continuous Assessment of Gait Velocity in Parkinson’s Disease from Unobtrusive Measurements. In: 3rd International IEEE EMBS Conference on Neural Engineering. 2007.

Roark B, Hosom, JP, Mitchell M, Kaye JA. Automatically derived spoken language markers for detecting Mild Cognitive Impairment. In: International Conference on Technology and Aging (ICTA). 2007.

Roark B, Mitchell M, and Hollingshead K. Syntactic complexity measures for detecting Mild Cognitive Impairment. In: Proceedings of the ACL 2007 Workshop on Biomedical Natural Language Processing (BioNLP). 2007.

Seelye AM, Howieson DB, Wild KV, Hayes T, Sauceda LR, Kaye JA. Subjective Memory Compliants, Memory Control Beliefs, and Memory Compensation Strategies in MCI Patients. In: American Academy of Clinical Neuropsychology. 2007.

Steggell CD, Hooker K, Bowman S, Brandt J, Lee M. Acceptance of gerotechnologies by older women in rural areas. In: International Conference on Technology and Aging (ICTA). 2007

Vurgun S, Philipose M, Pavel M. A Statistical Reasoning System for Medication Prompting. In: Proceedings of Ubicomp. 2007.

2006

Hayes TL, Hunt JM, Adami AM, Kaye J. An electronic pillbox for continuous monitoring of medication adherence. In: 27th Annual International Conference of the IEEE Engineering In Medicine and Biology Society (EMBS). 2006.

Hayes TL, Kaye J, Pavel M. A Novel Marker of Mild Cognitive Impairment. In: 10th International Conference on Alzheimer's Disease and Related Disorders (ICAD). 2006.

Jimison H, Pavel M. Novel Computer Methods for Home Monitoring of Cognitive Performance. In: 10th International Conference on Alzheimer’s Disease and Related Disorders. 2006.

Jimison H, Pavel M. Embedded Assessment Algorithms for Home-Based Cognitive Computer Games Exercises for Elders. In: Proceedings of the IEEE Engineering in Medicine & Biology Conference. 2006.

Jimison HB, Jessey N, McKanna J, Zitzelberger T, Kaye J. Monitoring Computer Interactions to Detect Early Cognitive Impairment in Elders. In: Proceedings of the IEEE Transdisciplinary Conference on Distributed Diagnosis and Healthcare. 2006.

Jimison HB, Pavel M, Wild K, Williams D, McKanna J, Bissel P. Embedded Assessment of Cognitive Performance with Elders’ Use of Computer Games in a Residential Environment. In: Proceedings of the Workshop on The Cognitive Science of Games and Gaming. 2006.

Kaye J, Zitzelberger T. Overview of Healthcare, Disease, and Disability. In: Bardram J, Mihailidis A, Wan D. Pervasive Computing in Healthcare. CRC Press; 2006: 3-20.

Kaye J. A. and Hayes, T. L.. Home health monitoring: A System to Assess Motor and Cognitive Function. Generations. 2006; 30(2).

Kaye JA, Hayes TL. Home Health Monitoring: A System to Assess Motor & Cognitive Function. Generations. 2006; 30.

Lundell J, Kimel J, Hayes TL, Dishongh T, Kaye J, Pavel M. Why Elders Forget to Take Their Meds: A Probe Study to Inform a Smart Reminding System. In: 4th International Conference on Smart Homes and Health Telematics (ICOST). 2006.

Mathan S, Ververs P, Dorneich M, Whitlow S, Carciofinin J, Erdogmus D, Pavel M, Huang C, Lan T, Adami A. Neurotechnology for Image Analysis: Searching for needles in haystacks efficiently. In: HCI2006. 2006.

Pavel M, Adami A, Morris M, Lundell J, Hayes T, Jimison H, Kaye J. Mobility Assessment Using Event-Related Responses. In: Proceedings of the IEEE Transdisciplinary Conference on Distributed Diagnosis and Healthcare. 2006.

Pavel M, Hayes TL, Adami A, Jimison HB, Kaye J. Unobtrusive assessment of mobility. In: 28th Annual International Conference of the IEEE Engineering In Medicine and Biology Society. 2006.

Steggell CD, Hooker K, Bowman S. Exploring perceptions of technology using focus group methods with older adult participants. Poster session presentation. In: Annual Conference of the Housing Education and Research Association. 2006: 134-136.

Steggell CD, Lee ME, Yamamoto T. Attitudes concerning the role of technology for healthy aging. In: Annual Conference of the Environmental Design Research Association. 2006.

2005

Adami AM, Hayes TL, Pavel M, Singer CM. Detection and Classification of Movements in Bed using Load Cells. In: 27th Annual International Conference of the IEEE Engineering In Medicine And Biology Society (EMBS). 2005.

Erdogmus D, Adami A, Pavel M, Lan T, Mathan S, Whitlow S, Dorneich M. Cognitive State Estimation Based on EEG for Augmented Cognition. In: Proceedings of NER’05. 2005: 566-569.

Jimison H, Pavel M, McKanna J. Unobtrusive Computer Monitoring of Sensory-Motor Function. In: Proceedings of the IEEE Engineering in Medicine and Biology Conference. 2005.

Jimison HB. Ethical Issues in Consumer Health Informatics. In: Consumer Health Informatics. 2005.

Lan T, Erdogmus D, Adami A, Pavel M, Mathan S. Salient EEG Channel Selection in Brain Computer Interfaces by Mutual Information Maximization. In: Proceedings of IEEE Engineering in Medicine and Biology. 2005.

Mathan S, Mazaeva N, Whitlow S, Adami A, Erdogmus D, Lan T, Pavel M. Sensor-Based Cognitive State Assessment in a Mobile Environment. In: Proceedings of AUGCOG’05 (jointly with HCII’05). 2005.

Morris M. Social Networks as Health Feedback Displays. IEEE Internet Computing. 2005: 29-37.

Steggell CD. Attitudes concerning the role of technology for healthy aging. In: Annual Conference of the Housing Education and Research Association. 2005: 82-84.

Thomson J, Hetzler B, MacEachren A, Gahegan M, Pavel M. A Typology for Visualizing Uncertainty. . 2005.

Tian Lan, Erdogmus D, Adami A, Pavel M. Feature selection by independent component analysis and mutual information maximization in EEG signal classification. In: IJCNN '05. Proceedings. 2005 IEEE International Joint Conference on Neural Networks. 2005: 3011- 3016.

Wang G, Pavel M. A Spiking Neuron Model of Auditory Neural Coding. In: Proceedings of The Second International Symposium on Neural Networks (ISNN 2005). 2005.

2004

Jimison H, Pavel M, McKanna J, Pavel J. Unobtrusive Monitoring of Computer Interactions to Detect Cognitive Status in Elders. IEEE Transactions on Information Technology in Biomedicine. 2004; 8(3): 248-252.

Jimison H, Pavel M, McKanna J, Pavel J. Home Monitoring of Computer Interactions for the Early Detection of Dementia. In: IEEE Engineering in Medicine and Biology Conference. 2004.

Song X, Pavel M. Performance Advantage of Combined Classifiers in Multi-category Cases: An Analysis. 2004: 750-757.

Song X, Pavel M. Density Boosting for Gaussian Mixtures. In: Neural Information Processing, 11th International Conference, ICONIP 2004. 2004: 508-515.

2003

Adami A, Hayes T, Pavel M. Unobtrusive monitoring of sleep patterns. In: 25th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 2003: 1360-1363.

Hayes T, Pavel M, Kaye J. An unobtrusive in-home monitoring system for detection of key motor changes preceding cognitive decline. In: 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 2003.

Hayes T, Pavel M, Li K. Augmenting Attention Allocation. In: DARPA Bionics 2003 Winter Meeting. 2003.

Hayes T, Pavel M, Schallau P, Adami A. Unobtrusive monitoring of health status in an aging population. In: 5th International Conference on Ubiquitous Computing. 2003.

Jimison H, Pavel M. Monitoring of Body Weight for Heart Failure Patients: Variability of weight and Self-Reporting. In: Proceedings of the 25th Annual IEEE Conference on Engineering in Medicine and Biology. 2003.

Jimison H, Pavel M, Pavel J. Adaptive Interfaces for Home Health. In: 5th International Conference on Ubiquitous Computing. 2003.

Kerr J, Luk C, Hammerstrom D, Pavel M. Advanced integrated enhanced vision systems, Enhanced and Synthetic Vision. In: SPIE Aerosense. 2003: 5081.

Pavel M, Jimison HB, Hayes TL, Miorelli-Adami A, Kaye J, Schallau PK. Pervasive and Unobtrusive Home Monitoring of Elders’ Health and Cognitive Function. 2003.

Wang G, Pavel M, Song X. Robust Recognition Based on Combination of Weak Classifiers. In: International Joint Conference of Neural Networks. 2003.

2002

Shental N, Hertz T, Weinshall D, Pavel M. Adjustment Learning and Relevant Component Analysis. 2002: 776-792.

Song X, Abu-Mostafa Y, Sill J, Kasdan H, Pavel M. Image Recognition by Fusion of Contextual Information. Information Fusion Journal. 2002(3): 277-287.

2001

McGee D, Pavel M, Adami A, Wang G, Cohen P. Visual Modality for the Augmentation of Paper. In: The Proceedings of the Workshop on Perceptive User Interfaces (PUI'01). 2001.

2000

Palmer J, Verghese P, Pavel M. The psychophysics of visual search. Vision Research. 2000; 40(10-12): 1227-1268.