Hospital Diagnoses Critically Ill Children Using Artificial Intelligence

DiploidThe Rady Children’s Hospital (San Diego, USA) used Moon, software developed by the Leuven-based (Belgium) company Diploid. Moon is the first software worldwide to use Artificial Intelligence (AI) for the diagnosis of rare diseases. This new method accelerates the diagnosis of seriously ill children in intensive care and opens the door to the use of genome sequencing as a first-line diagnostic test for babies with unknown disorders. An estimated 4 percent of newborns are affected by genetic diseases, which are the leading cause of death in infants. Rare genetic diseases also account for around 15 percent of admissions to children's hospitals.

"Some people call this artificial intelligence, we call it augmented intelligence," said Stephen Kingsmore, MD, DSc, President and CEO of RCIGM. "Patient care will always begin and end with the doctor. By harnessing the power of technology, we can quickly and accurately determine the root cause of genetic diseases. We rapidly provide this critical information to intensive care physicians so they can focus on personalizing care for babies who are struggling to survive."

By reducing the need for labor-intensive manual analysis of genomic data, the automated approach saved a considerable amount of time. In February 2018, the same team set the world record for the fastest diagnosis by sequencing the entire genome.

"Saving the lives of very sick newborn babies by using AI in genome analysis is truly groundbreaking work for the Rady team," said Eric Topol, MD, professor of molecular medicine at Scripps Research.

The Rady Children's Hospital has optimized various time-saving technologies and integrated them into a rapid process to screen the entire genetic composition of a child for thousands of genetic abnormalities, based on a blood sample.

A crucial element in this process is the Moon software developed by Diploid in Leuven. The platform automates the interpretation of the genetic data via AI to automatically filter and classify pathogenic mutations. Integration of the patient's symptoms, based on analysis of the medical literature, is one of the main pillars of this automated interpretation. With Moon, it takes only five minutes to find the causal mutation amidst the 4.5 million mutations in a fully human genome.

The study emphasizes that these automated diagnoses corresponded to manual interpretation by experts. The Leuven Moon software achieved 99 percent precision in 95 children with 97 genetic disorders.

"This publication of the Rady Children's Hospital is an absolute first," said Peter Schols, CEO of Diploid. "For the first time in history, an algorithm matches the precision of a geneticist in diagnosing rare diseases. Of course there is always a manual check by a geneticist and the treating physician, but as the research results indicate, our Moon software achieved 99% precision in finding the genetic cause, which is unseen in our sector. We are delighted with these results. The Rady Children's Hospital is one of the very best children's hospitals in the US and even worldwide, and it is an honor that they have chosen our software."

Researchers concluded that this highly automated approach allows the use of genome analysis in intensive care units, giving seriously ill children the rapid and accurate medical care they require.

Increased process automation removes a barrier to scaling up clinical use of genome sequencing by reducing the need for time-consuming manual analysis and interpretation of data by scarce clinical geneticists.

"Using machine-learning platforms doesn't replace human experts. Instead it augments their capabilities," said Michelle Clark, PhD, statistical scientist at RCIGM and the first author of the study. "By informing timely targeted treatments, rapid genome sequencing can improve the outcomes of seriously ill children with genetic diseases."

For further information, please visit:
http://www.diploid.com

About Rady Children's Hospital - San Diego

Rady Children's Hospital-San Diego is a 524-bed pediatric care facility providing the largest source of comprehensive pediatric medical services in San Diego, southern Riverside and Imperial counties. Rady Children's is the only hospital in the San Diego area dedicated exclusively to pediatric healthcare and is the region’s only designated pediatric trauma center. In June 2018, U.S. News & World Report ranked Rady Children's among the best children's hospitals in the nation in all ten pediatric specialties the magazine surveyed. Rady Children’s is a nonprofit organization that relies on donations to support its mission.

About Diploid

Diploid is on a mission to provide clinical labs, hospitals and nationwide sequencing programs with the tools to diagnose every rare disease patient. Its MOON platform is the first software worldwide to use artificial intelligence for autonomous variant interpretation in rare disease diagnostics. Thanks to its use of advanced machine learning and deep phenotype integration, MOON is now widely recognized as the fastest genome interpretation solution, going from whole genome VCF to diagnosis in just minutes. In addition, MOON’s autopilot feature enables unsupervised reanalysis of negative cases, making continuous genome interpretation a reality.

About Leuven MindGate

Leuven MindGate was founded in 2016 when 29 leading knowledge institutions, companies and the city of Leuven joined forces. These three parties represent the Leuven ecosystem in a so-called Triple Helix model.

One of Leuven MindGate's goals is positioning the Leuven region internationally as a top destination in Health, High-Tech and Creativity. Leuven MindGate also improves cross-pollination between these sectors by letting them interact, cooperate and co-create. This creates a unique ecosystem and perfect breeding ground for companies, entrepreneurs, investors and international talent.

Leuven MindGate participates in national and international projects, missions, trade fairs and constantly aims to make Leuven MindGate worldwide top of mind when it comes to health, high-tech and creativity.

Most Popular Now

Apple Health Records Available for Allsc…

Allscripts (NASDAQ: MDRX) announced that Apple Health Records is now available for Allscripts Sunrise™, TouchWorks® and Professional EHR™ clients and their patients. Health Records brings together hospitals, clinics and the...

Philips Signs Agreement to Create Taiwan…

Royal Philips (NYSE: PHG, AEX: PHIA), a global leader in health technology, today announced that Taipei Veterans General Hospital (TPVGH) will utilize the Philips IntelliSite Pathology Solution to transform its...

Robotic Thread is Designed to Slip throu…

MIT engineers have developed a magnetically steerable, thread-like robot that can actively glide through narrow, winding pathways, such as the labrynthine vasculature of the brain. In the future, this robotic...

St Helens and Knowsley Advance with Ambi…

St Helens and Knowsley Teaching Hospitals NHS Trusthas successfully gone live with System C’s CareFlow Vitals as part of its ambitious strategy to accelerate digitisation and become a digital exemplar...

Machine Learning Improves the Diagnosis …

Researchers from Charité - Universitätsmedizin Berlin and the German Cancer Consortium (DKTK) have successfully solved a longstanding problem in the diagnosis of head and neck cancers. Working alongside colleagues from...

Using a Smartphone to Detect Norovirus

A little bit of norovirus - the highly infectious microbe that causes about 20 million cases of food poisoning in the United States each year - goes a long way...

Experimental Validation Confirms the Abi…

Insilico Medicine, a global leader in artificial intelligence for drug discovery, today announced the publication of a paper titled, "Deep learning enables rapid identification of potent DDR1 kinase inhibitors," in...

Computer Model could Help Test New Sickl…

A team of Brown University researchers has developed a new computer model that simulates the way red blood cells become misshapen by sickle cell disease. The model, described in a...

The Future of Mind Control

Electrodes implanted in the brain help alleviate symptoms like the intrusive tremors associated with Parkinson's disease. But current probes face limitations due to their size and inflexibility. "The brain is...

Medical Informatics Europe Conference 20…

28 April - 1 May 2020, Geneva, Switzerland. The European Federation of Medical Informatics (EFMI) presents the 30th Medical Informatics Europe conference (MIE) at the Geneva International Conference Center (CICG). This...