Domestic Violence

Machine Learning-based Virtual Screening and Its Applications to Alzheimer's Drug Discovery: A Review.

BACKGROUND: Virtual Screening (VS) has emerged as an important tool in the drug development process,...

Machine Learning Enables Live Label-Free Phenotypic Screening in Three Dimensions.

There is a large amount of information in brightfield images that was previously inaccessible by usi...

Machine Learning for Predicting Outcomes in Trauma.

To date, there are no reviews on machine learning (ML) for predicting outcomes in trauma. Consequent...

The use of natural language processing on pediatric diagnostic radiology reports in the electronic health record to identify deep venous thrombosis in children.

Venous thromboembolism (VTE) is a potentially life-threatening condition that includes both deep vei...

Enhancing Risk Assessment in Patients Receiving Chronic Opioid Analgesic Therapy Using Natural Language Processing.

OBJECTIVES: Clinical guidelines for the use of opioids in chronic noncancer pain recommend assessing...

Development of an automated assessment tool for MedWatch reports in the FDA adverse event reporting system.

OBJECTIVE: As the US Food and Drug Administration (FDA) receives over a million adverse event report...

Using Natural Language Processing to Extract Abnormal Results From Cancer Screening Reports.

OBJECTIVES: Numerous studies show that follow-up of abnormal cancer screening results, such as mammo...

Identification of human flap endonuclease 1 (FEN1) inhibitors using a machine learning based consensus virtual screening.

Human Flap endonuclease1 (FEN1) is an enzyme that is indispensable for DNA replication and repair pr...

Image quality classification for DR screening using deep learning.

The quality of input images significantly affects the outcome of automated diabetic retinopathy (DR)...

Assessing Risk for Future Firearms Violence in Young People Who Present to ED.

A new clinical index tool designed specifically for the emergency environment predicts the risk for ...

Initial experience with a robotically operated video optical telescopic-microscope in cranial neurosurgery: feasibility, safety, and clinical applications.

OBJECTIVE The move toward better, more effective optical visualization in the field of neurosurgery ...

The World Health Organization Adult Attention-Deficit/Hyperactivity Disorder Self-Report Screening Scale for DSM-5.

IMPORTANCE: Recognition that adult attention-deficit/hyperactivity disorder (ADHD) is common, seriou...

Screening Electronic Health Record-Related Patient Safety Reports Using Machine Learning.

INTRODUCTION: The objective of this study was to develop a semiautomated approach to screening cases...

Factors Associated with HIV Testing Among Participants from Substance Use Disorder Treatment Programs in the US: A Machine Learning Approach.

HIV testing is the foundation for consolidated HIV treatment and prevention. In this study, we aim t...

Hypercalcemia and acute renal insufficiency following use of a veterinary supplement.

A previously healthy 24 yo male presented with a two-month history of epigastric pain, nausea, vomit...

Leveraging Event Reporting Through Knowledge Support: A Knowledge-Based Approach to Promoting Patient Fall Prevention.

Patient falls are a common safety event type that impairs the healthcare quality. Strategies includi...

Extracting Sexual Trauma Mentions from Electronic Medical Notes Using Natural Language Processing.

Patient history of sexual trauma is of clinical relevance to healthcare providers as survivors face ...

Optimized Virtual Screening Workflow: Towards Target-Based Polynomial Scoring Functions for HIV-1 Protease.

BACKGROUND: One key step in the development of inhibitors for an enzyme is the application of comput...

Fuzzy Logic to Determine the Likelihood of Survival for Trauma Injury Patients.

A system to determine the likelihood of survival for trauma injury patients is being developed. It u...

Artificial Intelligence With Deep Learning Technology Looks Into Diabetic Retinopathy Screening.

Cell Free DNA and Procalcitonin as Early Markers of Complications in ICU Patients with Multiple Trauma and Major Surgery.

BACKGROUND: Cell free DNA (cfDNA) was recently suggested as a new marker of sepsis and poor outcome ...