Researchers in Denmark have developed a new algorithm that predicts an individual patient’s risk of mortality in the ICU. Their work, recently published in the journal Digital Health, demonstrates that the algorithm outperforms current non-computational methods of estimating mortality. Algorithms of this nature can help direct resources where (Read more...)
Tag: Informatics
AI Platform for Cognitive Performance Training
Researchers from the National University of Singapore have utilized an AI platform, dubbed CURATE.AI, to help advance cognitive performance on challenging mental tasks. The system works by identifying an individual’s strengths and weaknesses, and curating mental exercises to help them progress most rapidly. The work could have significant imp (Read more...)
StethoMe At-Home Stethoscope for Detection of Respiratory Issues in Kids Cleared in Europe
StethoMe, a company headquartered in Poznań, Poland, just won the European CE mark for its eponymous digital stethoscope and accompanying software that analyzes recorded sounds for signs of respiratory problems. StethoMe is intended to be used by parents to check on their kids when there are signs of sickness. Instead of immediately bringing t (Read more...)
Cloud Computing for Clinical Trial Data: Interview with Jackie Kent, SVP and Head of Product, Medidata
Medidata offers data collection, analysis, and presentation services for clinical trials through its cloud computing AI platform. The aim of the system is to reduce the workload involved in data handling and analysis. This can be considerable in clinical trials, where enormous amounts of data are generated from diverse clinical sites, making the re (Read more...)
RhythmAnalytics Detects Cardiac Arrhythmias Using AI, Now FDA Cleared
Biofourmis, a company with offices in Singapore and Boston, won FDA clearance for its RhythmAnalytics cloud-based software that uses artificial intelligence techniques to automate the interpretation of cardiac arrhythmias from ECG tracings. The system can detect more than fifteen different types of arrhytmias including using beat-by-beat morphology (Read more...)
FDA Clears Software to Spot Collapsed Lung in Chest X-rays
Zebra Medical Vision, an Israeli firm, landed FDA clearance for the HealthPNX automated chest X-ray analysis software that can independently spot signs of pneumothorax (PNX), colloquially known as collapsed lung. The software can help radiologists quickly and confidently identify the cause of a patient’s symptoms, allowing for emergency treat (Read more...)
Artificial Intelligence to Speed up Alzheimer’s Disease Research
Researchers from UC Davis and UC San Francisco have developed a new artificial intelligence tool to scale up Alzheimer’s research. They have created a deep learning system to identify amyloid plaques in brain slices of patients, spotting specific subtypes of Alzheimer’s disease, in the process enabling precision medicine and faster rese (Read more...)
Software Listens to Stethoscope to Classify Heart Sounds: Now FDA Cleared
eMurmur, a Canadian firm, just won FDA clearance for its eMurmur ID system that spots and classifies heart murmurs, as well as S1, S2 heart sounds. The offering, the core of which resides in the cloud, relies on sounds recorded using a third-party electronic stethoscope. The user simply pairs a Bluetooth-capable stethoscope to a smartphone [&hellip (Read more...)
Machine Learning Helps Design Complex Immunotherapies
Researchers from Northwestern University have leveraged machine learning to aid in the design of nanomedicines for immunotherapy. They utilized a high-throughput method to synthesize 800 unique immunostimulatory nanoparticles called Spherical Nucleic Acids (SNAs). “Spherical nucleic acids represent an exciting new class of medicines that are (Read more...)
Scientists Figure Out How to Merge Single-Cell Datasets for Medical Research
Our cells express a myriad of different genes. So-called “single-cell datasets”, which are profiles of gene expression of a single cell, are very useful in medical research because they explain, in minute detail, ongoing intracellular physiology. But, they can be quite massive and since different labs can use different techniques to cre (Read more...)
Technique Combines Tumor Scans with Math Algorithms to Create Comples Tumor Models
Tumors can have a great deal of internal complexity, something which plays a central role in how cancer grow and protects themselves from attack. Understanding the structure of different types of tumors and how they come about may give researchers a way to address tumor growth. Currently, tumor models are fairly basic and don’t really [&helli (Read more...)
Microbial Signature for Colorectal Cancer Identified Using Machine Learning
Researchers from the European Molecular Biology Laboratory (EMBL) in Heidelberg, Germany, the University of Trento in Italy, and other international collaborators leveraged a machine learning algorithm to identify a subset of gut bacteria associated with colorectal cancer, the third most common cancer worldwide. They performed a meta-analysis of ei (Read more...)
Artificial Intelligence Selects Embryos to Optimize In-Vitro Fertilization
Ever since its advent, in vitro fertilization has relied on trained specialists with a keen eye to select which embryos look more viable. This is a great responsibility since roughly only half of IVF procedures are successful. Any improvement of this process would be of great benefit to the expectant parents. Researchers at Weill Cornell […]
(Read more...)AI Outlines Working Neurons Faster Than Humans, Speeds Research of Brain
Artificial intelligence techniques are becoming important tools in medicine and biomedical research. Tasks that require a great deal of precision, patience, and previous knowledge can now be taught to computers. A field where AI may be particularly useful is neurology, as the time scales and number of cells involved can be overwhelming for many exp (Read more...)
Amazon Alexa Now Offers “HIPAA-Eligible” Environment for Healthcare Skills
Voice assistants, such as the Amazon Alexa, have become very common in American households. They’re used to inquire about the weather, set alarms, and to search for trivia, among other things. Lately, though, voice assistants have been expanding their capabilities by integrating new apps and skills from third party vendors to do specialized t (Read more...)
3m Littmann Stethoscope Now with ECG, PCG Superpowers
Modern technologies allow clinicians to assess the heart in all sorts of ways (electrocardiography (ECG), ultrasound, phonocardiography (PCG)), and just about anywhere. Yet, this reality is nowhere near ubiquitous because of high costs, interoperability issues, legacy tools, and frequent dependence on performing exams in a clinical setting by train (Read more...)
Deep Learning System to Track Patient Recovery
Researchers from Stanford University have developed a new tool to track patient recovery in a hospital setting. They have created a deep learning-based system to see if patients are able to perform mobility tasks, such as getting in and out of bed or sitting in a chair. In an ICU setting, improved mobility is associated […]
AI in Healthcare: Interview with Chris Gough, GM Health and Life Sciences, Intel Corporation
Intel has developed a suite of AI technologies and has been collaborating with numerous medtech providers to create new healthcare solutions based on data-driven strategies. AI has come on in leaps and bounds, and is beginning to make an impact in various healthcare fields. Intel aims to be at the forefront of this AI revolution. […]
Digital Thermography and Machine Learning Team Up to Improve Burn Wound Care
A team at McGill University in Canada and the Universidad Autonoma de San Luis Potosi in Mexico have developed a system for analyzing thermographic scans of burn wounds to improve how they are analyzed and how patients are treated. The team used digital infrared thermography, a non-invasive imaging technique, to study wounds when they were pre (Read more...)
University of Witzwatersrand and Xsens Model The Biomechanics of a Paralympian
Biomechanics is complex. The body moves in a three-dimensional space, pulling and rotating. We see athletes perform stunning movement combinations on TV in a variety of sports. A basketball player pivots, fades back, and fires a three-pointer. A badminton player jumps, twists, and snaps their arm and racket like a whip onto a shuttlecock. A [&helli (Read more...)