Precision Health and Medicine

Chapter 1 From Precision Medicine to Precision Health: A Full Angle from Diagnosis to Treatment and Prevention

Chapter 2 Constructing Accurate Confidence Intervals When Aggregating Social Media Data for Public Health Monitoring

Chapter 3 MCA-Based Rule Mining Enables Interpretable Inference in Clinical Psychiatry

Chapter 4 Automatic Exercise Recognition with Machine Learning

Chapter 5 Assessment of Word Embedding Techniques for Identification of Personal Experience Tweets Pertaining to Medication Uses

Chapter 6 Using Machine Learning for Automatic Estimation of M. Smegmatis Cell Count from Fluorescence Microscopy Images

Chapter 7 Dynamic Transfer Learning for Named Entity Recognition

Chapter 8 Autism Spectrum Disorder’s Severity Prediction Model Using Utterance Features for Automatic Diagnosis Support

Chapter 9 Explaining Multi-label Black-Box Classifiers for Health Applications

Chapter 10 Large-Scale Dialog Corpus Towards Automatic Mental Disease Diagnosis

Chapter 11 Spoken Dialogue Systems for Medication Management

Chapter 12 Deep Visual Models for EEG of Mindfulness Meditation in a Workplace Setting

Chapter 13 End-to-End Joint Entity Extraction and Negation Detection for Clinical Text

Chapter 14 Highly Efficient Follicular Segmentation in Thyroid Cytopathological Whole Slide Image

Chapter 15 Analysis of Team Medical Care Using Integrated Information from the Trajectories of and Conversations Among Medical Personnel

Chapter 16 Guiding Public Health Policy by Using Grocery Transaction Data to Predict Demand for Unhealthy Beverages

Chapter 17 Domain Adaptation for Human Fall Detection Using WiFi Channel State Information

Chapter 18 Evaluating Ensemble Learning Impact on Gene Selection for Automated Cancer Diagnosis

Chapter 19 EpiRL: A Reinforcement Learning Agent to Facilitate Epistasis Detection

Chapter 20 Practical Evaluation of Different Omics Data Integration Methods