221 citations · 371 across the 4 of their papers we have counts for
4 papers
Comparing Clinical Judgment with MySurgeryRisk Algorithm for Preoperative Risk Assessment: A Pilot Study
Meghan Brennan, Sahil Puri, Tezcan Ozrazgat-Baslanti +6
Background: Major postoperative complications are associated with increased short and long-term mortality, increased healthcare cost, and adverse long-term consequences. The large…
Adversarial Examples: Attacks and Defenses for Deep Learning
Xiaoyong Yuan, Pan He, Qile Zhu +1
With rapid progress and significant successes in a wide spectrum of applications, deep learning is being applied in many safety-critical environments. However, deep neural networks…
Intelligent Perioperative System: Towards Real-time Big Data Analytics in Surgery Risk Assessment
Zheng Feng, Rajendra Rana Bhat, Xiaoyong Yuan +4
Surgery risk assessment is an effective tool for physicians to manage the treatment of patients, but most current research projects fall short in providing a comprehensive platform…
DeepCancer: Detecting Cancer through Gene Expressions via Deep Generative Learning
Rajendra Rana Bhat, Vivek Viswanath, Xiaolin Li
Transcriptional profiling on microarrays to obtain gene expressions has been used to facilitate cancer diagnosis. We propose a deep generative machine learning architecture (called…