publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2020

  1. JAMA
    A machine learning approach to understanding patterns of engagement with internet-delivered mental health interventions
    Chien, Isabel, Enrique, Angel, Palacios, Jorge, Regan, Tim, Keegan, Dessie, Carter, David, Tschiatschek, Sebastian, Nori, Aditya, Thieme, Anja, Richards, Derek, and others,
    JAMA network open 2020
  2. Deep Natural Language Processing to Identify Symptom Documentation in Clinical Notes for Patients With Heart Failure Undergoing Cardiac Resynchronization Therapy
    Leiter, Richard E, Santus, Enrico, Jin, Zhijing, Lee, Katherine C, Yusufov, Miryam, Chien, Isabel, Ramaswamy, Ashwin, Moseley, Edward T, Qian, Yujie, Schrag, Deborah, and others,
    Journal of Pain and Symptom Management 2020
  3. Plasma-derived extracellular vesicle analysis and deconvolution enable prediction and tracking of melanoma checkpoint blockade outcome
    Shi, Alvin, Kasumova, Gyulnara G, Michaud, William A, Cintolo-Gonzalez, Jessica, Dı́az-Martı́nez, Marta, Ohmura, Jacqueline, Mehta, Arnav, Chien, Isabel, Frederick, Dennie T, Cohen, Sonia, and others,
    Science advances 2020

2019

  1. PALL
    Deep learning algorithms to identify documentation of serious illness conversations during intensive care unit admissions
    Chan, Alex, Chien, Isabel, Moseley, Edward, Salman, Saad, Kaminer Bourland, Sarah, Lamas, Daniela, Walling, Anne M, Tulsky, James A, and Lindvall, Charlotta
    Palliative medicine 2019
  2. Natural language processing to assess end-of-life quality indicators in cancer patients receiving palliative surgery
    Lindvall, Charlotta, Lilley, Elizabeth J, Zupanc, Sophia N, Chien, Isabel, Udelsman, Brooks V, Walling, Anne, Cooper, Zara, and Tulsky, James A
    Journal of palliative medicine 2019
  3. JPM
    Needle in a haystack: natural language processing to identify serious illness
    Udelsman, Brooks, Chien, Isabel, Ouchi, Kei, Brizzi, Kate, Tulsky, James A, and Lindvall, Charlotta
    Journal of Palliative Medicine 2019
  4. Plasma-derived exosomal analysis and deconvolution enables prediction and tracking of melanoma checkpoint blockade response
    Shi, Alvin, Kasumova, Gyulnara G, Michaud, William A, Cintolo-Gonzales, Jessica, Martı́nez, Marta Dı́az, Ohmura, Jacqueline, Mehta, Arnav, Chien, Isabel, Frederick, Dennie T, Cohen, Sonia, and others,
    bioRxiv 2019
  5. Mining multi-site clinical data to develop machine learning MRI biomarkers: application to neonatal hypoxic ischemic encephalopathy
    Weiss, Rebecca J, Bates, Sara V, Song, Ya’nan, Zhang, Yue, Herzberg, Emily M, Chen, Yih-Chieh, Gong, Maryann, Chien, Isabel, Zhang, Lily, Murphy, Shawn N, and others,
    Journal of translational medicine 2019

2018

  1. Exosomal PD-L1 Protein Expression Correlates with Targeted Therapy Resistance in Melanoma
    Kasumova, GG, Kim, MM, Shi, A, Chien, I, Frederick, DT, Alpatov, R, Michaud, WA, Plana, D, Panka, D, Corcoran, RB, and others,
    In ANNALS OF SURGICAL ONCOLOGY 2018
  2. Abstract B25: Exosomal transcriptomic signatures tracks and predicts response to checkpoint blockade immunotherapy
    Shi, Alvin, Cintolo-Gonzalez, Jessica A, Chien, Isabel, Frederick, Dennis T, Alpatov, Roman, Michaud, William, Plana, Deborah, Panka, David, Corcoran, Ryan, Flaherty, Keith, and others,
    2018
  3. Deconvolution of plasma-derived exosomes for tracking and prediction of immunotherapy across multiple tissues
    Shi, Alvin, Kasumova, Gyulnara, Chien, Isabel, Cintolo-Gonzalez, Jessica, Frederick, Dennie T, Alpatov, Roman, Michaud, William A, Plana, Deborah, Corcoran, Ryan, Flaherty, Keith, and others,
    2018
  4. Natural language processing for precision clinical diagnostics and treatment
    Chien, Isabel
    2018
  5. ICML AIH
    Identification of Serious Illness Conversations in Unstructured Clinical Notes Using Deep Neural Networks
    Chien, Isabel, Shi, Alvin, Chan, Alex, and Lindvall, Charlotta
    In International Workshop on Artificial Intelligence in Health 2018
  6. Natural language processing to assess palliative care processes in cancer patients receiving palliative surgery
    Lindvall, Charlotta, Lilley, Elizabeth J, Zupanc, Sophia N, Chien, Isabel, Forsyth, Alexander W, Walling, Anne, Cooper, Zara, and Tulsky, James A
    2018

2017

  1. Professor Wyn Kelley 21L. 709 17 May 2017 Disruption to Personal Identity in Ruth Ozeki’s A Tale for the Time Being
    Chien, Isabel
    2017

2016

  1. Analytical models integrated with satellite images for optimized pest management
    Bright, L Zack, Handley, Michael, Chien, Isabel, Curi, Sebastian, Brownworth, L Anders, D’hers, Sebastian, Bernier, Ulrich R, Gurman, Pablo, and Elman, Noel M
    Precision agriculture 2016