Nikhil Naik

Designing Neural Network Architectures using Reinforcement Learning

2016 · arXiv (Cornell University)

At present, designing convolutional neural network (CNN) architectures requires both human expertise and labor. New architectures are handcrafted by careful experimentation or modified from a handful of existing networks. We introduce MetaQNN, a meta-modeling algorithm …

Prostate cancer therapy personalization via multi-modal deep learning on randomized phase III clinical trials

2022 · Research Square

<title>Abstract</title> Prostate cancer is the most frequent cancer in men and a leading cause of cancer death. Determining a patient’s optimal therapy is a challenge, where oncologists must select a therapy with the highest likelihood …