Interpreting a Recurrent Neural Network's Predictions of ICU Mortality Risk

Autor: Ho, Long V., Aczon, Melissa D., Ledbetter, David, Wetzel, Randall

Deep learning has demonstrated success in many applications; however, their use in healthcare has been limited due to the lack of transparency into how they generate predictions. Algorithms such as Recurrent Neural Networks (RNNs) when applied to Ele

Externí odkaz: http://arxiv.org/abs/1905.09865

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Book Review: Restoring the Soul of the University: Unifying Christian Higher Education in a Fragmented Age

Autor: Ho, Long V.

Publikováno v: Christian Education Journal; December 2018, Vol. 15 Issue: 3 p517-521, 5p

The Dependence of Machine Learning on Electronic Medical Record Quality.

Autor: Ho LV; The Laura P. and Leland K. Whittier Virtual Pediatric Intensive Care Unit Children's Hospital Los Angeles, Los Angeles, CA., Ledbetter D; The Laura P. and Leland K. Whittier Virtual Pediatric Intensive Care Unit Children's Hospital Los Angeles, Los Angeles, CA., Aczon M; The Laura P. and Leland K. Whittier Virtual Pediatric Intensive Care Unit Children's Hospital Los Angeles, Los Angeles, CA., Wetzel R; The Laura P. and Leland K. Whittier Virtual Pediatric Intensive Care Unit Children's Hospital Los Angeles, Los Angeles, CA.

Publikováno v: AMIA ... Annual Symposium proceedings. AMIA Symposium [AMIA Annu Symp Proc] 2018 Apr 16; Vol. 2017, pp. 883-891. Date of Electronic Publication: 2018 Apr 16 (Print Publication: 2017).