Deep Learning

Disease Prediction, Drug Discovery, Depression detection, Word Embedding, Molecule Representation, Graph Learning

Deep Adversarial Domain Mapping

Deep Learning for Depression Detection using Smartphones and Wearable Devices

DeepChem: Drug Discovery and Molecule Representation

Contextual Embedding of Medical Concepts from Electronic Health Records

High-Performance Computing Framework on GPU to Accelerate Deep Learning

Data Mining for Healthcare Data

EHRs, Medical Image (MRI), Clinical Data, Genetic Data, Smartphone, Fitbit etc.

Generative Medical Image Modeling with Generative Adversarial Networks

LifeRhythm: Automatic and Pervasive Depression Screening Using Smartphones and Wearable Devices

Contextual Embedding of Medical Concepts from patient EHRs

Computational Phenotyping

Visual Analytics for Healthcare Data

Unstructured Data Analytics

Text Mining

Information Extraction from Unstructured Text Data