Back to people Nathan Hunt Graduate Student Contact Me Projects Contact Me Email nhunt@mit.edu Room 32-G716 Last updated Jan 22 '20 Email nhunt@mit.edu Room 32-G716 Projects Project Clinical Intervention Prediction with Neural Networks Integrating multi-modal clinical data and using recurrent and convolution neural networks to predict when patients will need important interventions. Leads Research Areas AI & Machine Learning Computational Biology Impact Areas Health Care Project Using Clinical Domain Knowledge for Processing Physiological Data Clinical Decision-Making Group Using medical knowledge to improve learned representations of patient health trajectories. +2 Leads Research Areas AI & Machine Learning Computational Biology Impact Areas Health Care +2 Project Semi-Supervised Regression with Cycle Wasserstein Regression GANs Clinical Decision-Making Group Using adversarial signals and a cycle-consistency based regularization, we can supplement paired regression tasks with unpaired data to improve regression performance. Tom Yan +2 Leads Research Areas AI & Machine Learning Computational Biology Impact Areas Health Care Tom Yan +2
Project Clinical Intervention Prediction with Neural Networks Integrating multi-modal clinical data and using recurrent and convolution neural networks to predict when patients will need important interventions. Leads Research Areas AI & Machine Learning Computational Biology Impact Areas Health Care
Project Using Clinical Domain Knowledge for Processing Physiological Data Clinical Decision-Making Group Using medical knowledge to improve learned representations of patient health trajectories. +2 Leads Research Areas AI & Machine Learning Computational Biology Impact Areas Health Care +2
Project Semi-Supervised Regression with Cycle Wasserstein Regression GANs Clinical Decision-Making Group Using adversarial signals and a cycle-consistency based regularization, we can supplement paired regression tasks with unpaired data to improve regression performance. Tom Yan +2 Leads Research Areas AI & Machine Learning Computational Biology Impact Areas Health Care Tom Yan +2
