Section of Clinical and Translational Research

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  • 2024

    Contrastive learning: Big Data Foundations and Applications

    Tripathi, S. & King, C. R., Jan 4 2024, CODS-COMAD 2024 - Proceedings of 7th Joint International Conference on Data Science and Management of Data. Association for Computing Machinery, p. 493-497 5 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    2 Scopus citations

  • Estimating and detecting slow wave events in EEG

    Xiong, Z., Schwamb, A. L., Palanca, B. J. A. & Ching, S. N., 2024, 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2023

    A reconfigurable, additively manufactured vibrotactile stimulation device for chronic pain

    Adams, J., Demarest, P., Donovan, K., Brunner, P., Burton, H., Haroutounian, S., Leuthardt, E. & Gorlewicz, J., 2023, Proceedings of the 2023 Design of Medical Devices Conference, DMD 2023. American Society of Mechanical Engineers, v001t04a012. (Proceedings of the 2023 Design of Medical Devices Conference, DMD 2023).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Detecting Mental Disorders with Wearables: A Large Cohort Study

    Dai, R., Kannampallil, T., Kim, S., Thornton, V., Bierut, L. & Lu, C., May 9 2023, Proceedings - 8th ACM/IEEE Conference on Internet of Things Design and Implementation, IoTDI 2023. Association for Computing Machinery, p. 39-51 13 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    5 Scopus citations
  • 2022

    HiPAL: A Deep Framework for Physician Burnout Prediction Using Activity Logs in Electronic Health Records

    Liu, H., Lou, S. S., Warner, B. C., Harford, D. R., Kannampallil, T. & Lu, C., Aug 14 2022, KDD 2022 - Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 3377-3387 11 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    5 Scopus citations

  • Perioperative Predictions with Interpretable Latent Representation

    Xue, B., Jiao, Y., Kannampallil, T., Fritz, B., King, C., Abraham, J., Avidan, M. & Lu, C., Aug 14 2022, KDD 2022 - Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 4268-4278 11 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    8 Scopus citations

  • Predicting Intraoperative Hypoxemia with Hybrid Inference Sequence Autoencoder Networks

    Liu, H., Montana, M., Li, D., Renfroe, C., Kannampallil, T. & Lu, C., Oct 17 2022, CIKM 2022 - Proceedings of the 31st ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 1269-1278 10 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    2 Scopus citations

  • Self-explaining Hierarchical Model for Intraoperative Time Series

    Li, D., Xue, B., King, C., Fritz, B., Avidan, M., Abraham, J. & Lu, C., 2022, Proceedings - 22nd IEEE International Conference on Data Mining, ICDM 2022. Zhu, X., Ranka, S., Thai, M. T., Washio, T. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1041-1046 6 p. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2022-November).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    1 Scopus citations

  • Self-explaining neural network with concept-based explanations for ICU mortality prediction

    Kumar, S., Yu, S. C., Kannampallil, T., Abrams, Z., Michelson, A. & Payne, P. R. O., Aug 7 2022, Proceedings of the 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, BCB 2022. Association for Computing Machinery, Inc, 8. (Proceedings of the 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, BCB 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    4 Scopus citations
  • 2021

    RespWatch: Robust Measurement of Respiratory Rate on Smartwatches with Photoplethysmography

    Dai, R., Lu, C., Avidan, M. & Kannampallil, T., May 18 2021, IoTDI 2021 - Proceedings of the 2021 International Conference on Internet-of-Things Design and Implementation. Association for Computing Machinery, Inc, p. 208-220 13 p. (IoTDI 2021 - Proceedings of the 2021 International Conference on Internet-of-Things Design and Implementation).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    18 Scopus citations
  • 2020

    Hierarchical Attention Propagation for Healthcare Representation Learning

    Zhang, M., King, C. R., Avidan, M. & Chen, Y., Aug 23 2020, KDD 2020 - Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 249-256 8 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    30 Scopus citations
  • 2018

    Echo: A large display interactive visualization of ICU data for effective care handoffs

    Thomas, M. M., Kannampallil, T., Abraham, J. & Marai, G. E., Jun 15 2018, 2017 IEEE Workshop on Visual Analytics in Healthcare, VAHC 2017. Institute of Electrical and Electronics Engineers Inc., p. 47-54 8 p. (2017 IEEE Workshop on Visual Analytics in Healthcare, VAHC 2017).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    14 Scopus citations

  • Effect of handoff training on resident communication quality: An observational study

    Abraham, J., Kannampallil, T. G., Ward, C. E., Bogan, C. & Hyderi, A., 2018, Proceedings of the 51st Annual Hawaii International Conference on System Sciences, HICSS 2018. Bui, T. X. (ed.). IEEE Computer Society, p. 2926-2935 10 p. (Proceedings of the Annual Hawaii International Conference on System Sciences; vol. 2018-January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Scopus citations
  • 2016

    Communication Patterns in a Collaborative Medication Scheduling Task among Older Adults

    Kannampallil, T. G., Morrow, D. G., Fu, W. T., Raquel, L. & Muriset, A., Dec 6 2016, Proceedings - 2016 IEEE International Conference on Healthcare Informatics, ICHI 2016. Fu, W.-T., Zheng, K., Hodges, L., Stiglic, G. & Blandford, A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 367-374 8 p. 7776385. (Proceedings - 2016 IEEE International Conference on Healthcare Informatics, ICHI 2016).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Controlling point process generalized linear models of neural spiking

    Nandi, A., Kafashan, M. & Ching, S., Jul 28 2016, 2016 American Control Conference, ACC 2016. Institute of Electrical and Electronics Engineers Inc., p. 5779-5784 6 p. 7526575. (Proceedings of the American Control Conference; vol. 2016-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations
  • 2015

    Controlling linear networks with minimally novel inputs

    Kumar, G., Menolascino, D., Kafashan, M. & Ching, S., Jul 28 2015, ACC 2015 - 2015 American Control Conference. Institute of Electrical and Electronics Engineers Inc., p. 5896-5900 5 p. 7172264. (Proceedings of the American Control Conference; vol. 2015-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    6 Scopus citations
  • 2014

    Bounded-observation Kalman filtering of correlation in multivariate neural recordings

    Kafashan, M. M., Palanca, B. J. & Ching, S., Nov 2 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014. Institute of Electrical and Electronics Engineers Inc., p. 5052-5055 4 p. 6944760. (2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    8 Scopus citations

  • Quantifying physician activities in emergency care: An exploratory study

    Abraham, J. & Kannampallil, T. G., 2014, 2014 International Annual Meeting of the Human Factors and Ergonomics Society, HFES 2014. Human Factors an Ergonomics Society Inc., p. 798-802 5 p. (Proceedings of the Human Factors and Ergonomics Society; vol. 2014-January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 2013

    Channel regularization and vector perturbation for dual-hop precoded AF relaying in downlink transmission

    Kafashan, M., Beygi, S., Maleki, M., Danaee, A., Tran, N. H. & Bahrami, H. R., 2013, 2013 IEEE 77th Vehicular Technology Conference, VTC Spring 2013 - Proceedings. 6692475. (IEEE Vehicular Technology Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Re-coordinating activities: An investigation of articulation work in patient transfers

    Abraham, J. & Reddy, M. C., 2013, CSCW 2013 - Proceedings of the 2013 ACM Conference on Computer Supported Cooperative Work. p. 67-78 12 p. (Proceedings of the ACM Conference on Computer Supported Cooperative Work, CSCW).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    33 Scopus citations
  • 2011

    Cognitive approaches to clinical data management for decision support: Is it old wine in new bottle?

    Patel, V. L. & Kannampallil, T. G., Nov 30 2011, Information Quality in e-Health - 7th Conference of the Workgroup Human-Computer Interaction and Usability Engineering of the Austrian Computer Society, USAB 2011, Proceedings. p. 1-13 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7058 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Scopus citations

  • Effect of deep breathing on extracted oxygen and cerebral hemoglobin levels

    Kennedy, P. M., Zarbock, C. M., Burke, B. A. & Diamond, S. G., Dec 26 2011, 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011. p. 1021-1024 4 p. 6090237. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations
  • 2010

    Asymmetric three-dimensional finite element analysis of a magnetically shielded room with access ports

    Burke, B. A. & Diamond, S. G., 2010, 17th International Conference on Biomagnetism Advances in Biomagnetism - Biomag2010. p. 54-57 4 p. (IFMBE Proceedings; vol. 28).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Cognitive models of user behavior in social information systems

    Fu, W. T. & Kannampallil, T. G., 2010, CHI 2010 - The 28th Annual CHI Conference on Human Factors in Computing Systems, Conference Proceedings and Extended Abstracts. p. 4485-4488 4 p. (Conference on Human Factors in Computing Systems - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Collaborative tools in a simulated patient-provider medication scheduling task

    Waicekauskas, K. T., Kannampallil, T. G., Kopren, K., Tan, P. H., Fu, W. T. & Morrow, D. G., 2010, 54th Human Factors and Ergonomics Society Annual Meeting 2010, HFES 2010. p. 1936-1940 5 p. (Proceedings of the Human Factors and Ergonomics Society; vol. 3).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • Exploiting knowledge-in-the-head and knowledge-in-the-social-web: Effects of domain expertise on exploratory search in individual and social search environments

    Kang, R., Fu, W. T. & Kannampallil, T. G., Jul 1 2010, CHI 2010 - The 28th Annual CHI Conference on Human Factors in Computing Systems, Conference Proceedings. p. 393-402 10 p. (Conference on Human Factors in Computing Systems - Proceedings; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    14 Scopus citations

  • Facilitating exploratory search by model-based navigational cues

    Fu, W. T., Kannampallil, T. G. & Kang, R., 2010, IUI 2010 - Proceedings of the 14th ACM International Conference on Intelligent User Interfaces. p. 199-208 10 p. (International Conference on Intelligent User Interfaces, Proceedings IUI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    17 Scopus citations

  • Impulsive noise removal from images using sparse representation and optimization methods

    Beygi-Harchegani, S., Kafashan, M. & Marvasti, F., 2010, 10th International Conference on Information Sciences, Signal Processing and their Applications, ISSPA 2010. p. 480-483 4 p. 5605449. (10th International Conference on Information Sciences, Signal Processing and their Applications, ISSPA 2010).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • New rectangular partitioning methods for lossless binary image compression

    Kafashan, M., Hosseini, H., Beygiharchegani, S., Pad, P. & Marvasti, F., 2010, ICSP2010 - 2010 IEEE 10th International Conference on Signal Processing, Proceedings. p. 694-697 4 p. 5655736. (International Conference on Signal Processing Proceedings, ICSP).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations

  • Performance improvement of an optimal family of exponentially accurate sigma delta modulator

    Kafashan, M., Beygiharchegani, S. & Marvasti, F., 2010, ICSP2010 - 2010 IEEE 10th International Conference on Signal Processing, Proceedings. p. 1-4 4 p. 5656886. (International Conference on Signal Processing Proceedings, ICSP).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations
  • 2009

    Adaptive information search: Age-dependent interactions between cognitive profiles and strategies

    Chin, J., Fu, W. T. & Kannampallil, T., 2009, CHI 2009: Digital Life New World - Proceedings of the 27th International Conference on Human Factors in Computing Systems. p. 1683-1692 10 p. (Conference on Human Factors in Computing Systems - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    57 Scopus citations

  • A semantic imitation model of social tag choices

    Fu, W. T., Kannampallil, T. G. & Kang, R., 2009, Proceedings - 12th IEEE International Conference on Computational Science and Engineering, CSE 2009 - 2009 IEEE International Conference on Social Computing, SocialCom 2009. p. 66-73 8 p. 5283882. (Proceedings - 12th IEEE International Conference on Computational Science and Engineering, CSE 2009; vol. 4).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    34 Scopus citations

  • Conformity out of diversity: Dynamics of information needs and social influence of tags in exploratory information search

    Kang, R., Kannampallil, T., He, J. & Fu, W. T., Dec 1 2009, Foundations of Augmented Cognition: Neuroergonomics and Operational Neuroscience - 5th International Conference, FAC 2009, Held as Part of HCI International 2009, Proceedings. p. 155-164 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5638 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations

  • Design research as explanation: Perceptions in the field

    Haynes, S. R., Carrol, J. M., Kannampallil, T. G., Xiao, L. & Bach, P. M., 2009, CHI 2009: Digital Life New World - Proceedings of the 27th International Conference on Human Factors in Computing Systems. p. 1121-1130 10 p. (Conference on Human Factors in Computing Systems - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Scopus citations

  • Trail patterns in social tagging systems: Role of tags as digital pheromones

    Kannampallil, T. G. & Fu, W. T., 2009, Foundations of Augmented Cognition: Neuroergonomics and Operational Neuroscience - 5th International Conference, FAC 2009, Held as Part of HCI International 2009, Proceedings. p. 165-174 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5638 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations
  • 2008

    An information systems design theory for supporting WMD knowledge reachback

    Haynes, S. R., Singel, J. M. & Kannampallil, T. G., Dec 1 2008, Intelligence and Security Informatics - First European Conference, EuroISI 2008, Proceedings. p. 248-259 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5376 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Moving patients around: A field study of coordination between clinical and non-clinical staff in hospitals

    Abraham, J. & Reddy, M. C., 2008, CSCW 08 - Conference Proceedings, 2008 ACM Conference on Computer Supported Cooperative Work. p. 225-228 4 p. (Proceedings of the ACM Conference on Computer Supported Cooperative Work, CSCW).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    47 Scopus citations

  • Rampart: A service and agent-based architecture for anti-terrorism planning and resource allocation

    Haynes, S. R., Kannampallil, T. G., Cohen, M. A., Soares, A. & Ritter, F. E., 2008, Intelligence and Security Informatics - First European Conference, EuroISI 2008, Proceedings. p. 260-270 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5376 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Scopus citations
  • 2007

    Evaluating tagging behavior in social bookmarking systems: Metrics and design heuristics

    Farooq, U., Kannampallil, T. G., Song, Y., Ganoe, C. H., Carroll, J. M. & Giles, L., 2007, GROUP'07 - Proceedings of the 2007 International ACM Conference on Supporting Group Work. p. 351-360 10 p. (GROUP'07 - Proceedings of the 2007 International ACM Conference on Supporting Group Work).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    74 Scopus citations

  • R-CAST-MED: Applying intelligent agents to support emergency medical decision-making teams

    Zhu, S., Abraham, J., Paul, S. A., Reddy, M., Yen, J., Pfaff, M. & DeFlitch, C., 2007, Artificial Intelligence in Medicine - 11th Conference on Artificial Intelligence in Medicine, AIME 2007, Proceedings. p. 24-33 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4594 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    15 Scopus citations

  • Using event based markov model simulation to analyze interactive human behavior

    Kannampallil, T. G. & Haynes, S. R., Jan 1 2007, Association for Information Systems - 13th Americas Conference on Information Systems, AMCIS 2007: Reaching New Heights. AIS/ICIS Administrative Office, p. 4087-4095 9 p. (Association for Information Systems - 13th Americas Conference on Information Systems, AMCIS 2007: Reaching New Heights; vol. 6).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2006

    Clinical assessment and mathematical modeling of the accuracy of Continuous Glucose Sensors (CGS)

    Kovatchev, B. P., King, C., Breton, M. & Anderson, S., 2006, 28th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'06. p. 71-74 4 p. 4029001. (Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    12 Scopus citations

  • Handling objects: A scenario based approach

    Kannampallil, T. G. & Daughtry, J. M., 2006, ACM SIGDOC 2006 - Proceedings of the 24th ACM International Conference on Design of Communication. p. 92-98 7 p. (ACM SIGDOC 2006 - Proceedings of the 24th ACM International Conference on Design of Communication).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations