Breaking News
January 20, 2019 - Exercise makes even the ‘still overweight’ healthier: study
January 20, 2019 - University of Utah to establish first-of-its-kind dark sky studies minor in the US
January 20, 2019 - School-based nutritional programs reduce student obesity
January 20, 2019 - Improved maternity care practices in the southern U.S. reduce racial inequities in breastfeeding
January 20, 2019 - New enzyme biomarker test indicates diseases and bacterial contamination
January 20, 2019 - Republican and Democratic governors have different visions to transform health care, say researchers
January 20, 2019 - Researchers discover that spin flips happen in only half a picosecond in the course of a chemical reaction
January 20, 2019 - Suicide Risk Up More Than Fourfold for Cancer Patients
January 20, 2019 - Doctors find 122 nails in Ethiopian’s stomach
January 20, 2019 - UV disinfection technology eliminates up to 97.7% of pathogens in operating rooms
January 20, 2019 - Researchers discover mechanism which drives leukemia cell growth
January 20, 2019 - AHA: Infection as a Baby Led to Heart Valve Surgery for Teen
January 20, 2019 - Injection improves vision in a form of childhood blindness
January 20, 2019 - Multiple sclerosis therapies delay progression of disability
January 20, 2019 - New study finds infrequent helmet use among bike share riders
January 20, 2019 - Clearing up information about corneal dystrophies
January 20, 2019 - Researchers describe new behavior in energy metabolism that refutes existing evidence
January 20, 2019 - New study takes first step toward treating endometriosis
January 20, 2019 - Researchers find how GREB1 gene promotes resistance to prostate cancer treatments
January 20, 2019 - Replacing Sitting Time With Activity Lowers Mortality Risk
January 20, 2019 - A simple, inexpensive intervention makes birth safer for moms and babies in parts of Africa
January 19, 2019 - New anti-inflammatory compound acts as ‘surge protector’ to reduce cancer growth
January 19, 2019 - Significant flaws found in recently released forensic software
January 19, 2019 - New Leash on Life? Staying Slim Keeps Pooches Happy, Healthy
January 19, 2019 - Men and women remember pain differently
January 19, 2019 - Rising air pollution linked with increased ER visits for breathing problems
January 19, 2019 - Study uses local data to model food consumption patterns among Seattle residents
January 19, 2019 - The brain’s cerebellum plays role in controlling reward and social behaviors, study shows
January 19, 2019 - Relationship between nurse work environment and patient safety
January 19, 2019 - Pioneering surgery restores movement to children paralyzed by acute flaccid myelitis
January 19, 2019 - Genetic variants linked with risk tolerance and risky behaviors
January 19, 2019 - New research provides better understanding of our early human ancestors
January 19, 2019 - First-ever tailored reporting guidance to improve patient care and outcomes
January 19, 2019 - 4.6 percent of Massachusetts residents have opioid use disorder
January 19, 2019 - New study suggests vital exhaustion as risk factor for dementia
January 19, 2019 - New antibiotic discovery heralds breakthrough in the fight against drug-resistant bacteria
January 19, 2019 - Ural Federal University scientists synthesize a group of multi-purpose fluorophores
January 19, 2019 - Researchers identify new therapeutic target in the fight against chronic liver diseases
January 19, 2019 - Preparation, characterization of Soyasapogenol B loaded onto functionalized MWCNTs
January 19, 2019 - FDA Approves Ontruzant (trastuzumab-dttb), a Biosimilar to Herceptin
January 19, 2019 - Tobacco use linked with higher use of opioids and sedatives
January 19, 2019 - Study delves deeper into developmental dyslexia
January 19, 2019 - Anti-vaccination movement one of the top health threats in 2019 says WHO
January 19, 2019 - Newly developed risk score more effective at identifying type 1 diabetes
January 19, 2019 - Highly effective protocol to prepare cannabis samples for THC/CBD analysis
January 19, 2019 - Prinston Pharmaceutical Inc. Issues Voluntary Nationwide Recall of Irbesartan and Irbesartan HCTZ Tablets Due to Detection of a Trace Amount of Unexpected Impurity, N-Nitrosodiethylamine (NDEA) in the Products
January 19, 2019 - How does solid stress from brain tumors cause neuronal loss, neurologic dysfunction?
January 19, 2019 - $14.7 million partnership to supercharge vaccine development
January 19, 2019 - Ian Fotheringham receives Charles Tennant Memorial Lecture award
January 19, 2019 - Brain vital signs detect neurophysiological impairments in players with concussions
January 19, 2019 - Lack of job and poor housing conditions increased likelihood of people attending A&E
January 19, 2019 - Novel targeted drug delivery system improves conventional cancer treatments
January 19, 2019 - Rutgers study finds gene responsible for spread of prostate cancer
January 19, 2019 - Complications Higher Than Expected for Invasive Lung Tests
January 19, 2019 - 3-D printed implant promotes nerve cell growth to treat spinal cord injury
January 19, 2019 - Automated texts lead to improved outcomes after total knee or hip replacement surgery
January 19, 2019 - Poor cardiorespiratory fitness could increase risk of future heart attack, finds new study
January 19, 2019 - Drinking soft drinks while exercising in hot weather may increase risk of kidney disease
January 19, 2019 - Formlabs 3D prints anatomical models
January 19, 2019 - Heart-Healthy Living Also Wards Off Type 2 Diabetes
January 19, 2019 - Teaching Kids to Be Smart About Social Media (for Parents)
January 19, 2019 - Metabolite produced by gut microbiota from pomegranates reduces inflammatory bowel disease
January 19, 2019 - Researchers examine how spray from showers and toilets expose us to disease causing bacteria
January 19, 2019 - Behavioral experiments confirm that additional neurons improve brain function
January 19, 2019 - New study compares performance of real-time infectious disease forecasting models
January 19, 2019 - Obesity can be risk factor for developing renal cell carcinoma, confirms study
January 19, 2019 - New regulation designs on cigarette packs direct smokers’ attention to health warnings
January 19, 2019 - QIAGEN receives first companion diagnostic approval in Japan
January 19, 2019 - Study explores role of Dunning-Kruger effect in anti-vaccine attitudes
January 19, 2019 - Immune checkpoint inhibitors induce rheumatic and musculoskeletal diseases
January 19, 2019 - Newly identified subset of immune cells may be key to fighting chronic inflammation
January 19, 2019 - New immune response regulators discovered
January 18, 2019 - Poor blood oxygenation during sleep predicts chance of heart-related death
January 18, 2019 - First international consensus on the diagnosis and management of fibromuscular dysplasia
January 18, 2019 - Rapid resistance gene sequencing technology can hasten identification of antibiotic-resistant bacteria
January 18, 2019 - Researchers develop artificial enzymatic pathway for synthesizing isoprenoids in E. coli
January 18, 2019 - Scientists advise caution in immunotherapy research
January 18, 2019 - How children across the world develop language
January 18, 2019 - Columbia Medical Student Receives McDonogh Scholarship
January 18, 2019 - Secretive ‘Rebate Trap’ Keeps Generic Drugs For Diabetes And Other Ills Out Of Reach
Researchers use deep studying to create an set of rules to hit upon a not unusual diabetic eye illness

Researchers use deep studying to create an set of rules to hit upon a not unusual diabetic eye illness

image_pdfDownload PDFimage_print

Researchers from the Byers Eye Institute at Stanford College have discovered some way to make use of synthetic intelligence to struggle a complication of diabetes that is affecting the eyes. This advance has the prospective to cut back the global charge of imaginative and prescient loss because of diabetes.

In a learn about revealed on-line in Ophthalmology, the magazine of the American Academy of Ophthalmology, the researchers describe how they used deep-learning the best way to create an automatic set of rules to hit upon diabetic retinopathy. Diabetic retinopathy (DR) is a situation that damages the blood vessels behind the attention, doubtlessly inflicting blindness.

“What we confirmed is that a man-made intelligence-based grading set of rules can be utilized to spot, with top reliability, which sufferers must be referred to an ophthalmologist for additional analysis and remedy,” mentioned Theodore Leng, M.D., lead creator. “If correctly applied on a global foundation, this set of rules has the prospective to cut back the workload on docs and build up the potency of restricted healthcare assets. We are hoping that this generation could have the best affect in portions of the sector the place ophthalmologists are in brief provide.”

Every other benefit is that the set of rules does no longer require any specialised, inaccessible, or expensive laptop apparatus to grade photographs. It may be run on a not unusual non-public laptop or smartphone with reasonable processors.

Deep studying is on the upward thrust in laptop science and drugs as a result of it will probably educate computer systems to do what our brains do naturally. What Dr. Leng and his colleagues did was once to create an set of rules in accordance with greater than 75,000 photographs from quite a lot of sufferers representing a number of ethnicities, after which used it to show a pc to spot between wholesome sufferers and the ones with any degree of illness, from gentle to critical.

Dr. Leng’s set of rules may establish all illness levels, from gentle to critical, with an accuracy charge of 94 p.c. It will be those sufferers that are meant to see an ophthalmologist for additional exam. An ophthalmologist is a doctor who focuses on the clinical and surgical remedy of eye illnesses and prerequisites.

Diabetes impacts greater than 415 million other people international or 1 in each and every 11 adults.1 About 45 p.c of diabetic sufferers are more likely to have diabetic retinopathy sooner or later of their lifestyles; alternatively, fewer than part of sufferers are acutely aware of their situation. Early detection and remedy are integral to fighting this international epidemic of preventable imaginative and prescient loss.

Ophthalmologists normally diagnose the presence and severity of diabetic retinopathy by means of direct exam of the again of the attention and by means of analysis of colour images of the fundus, the inner lining of the attention. Given the massive collection of diabetes sufferers globally, this procedure is costly and time-consuming. Additionally, earlier research have proven that detection is relatively subjective, even amongst skilled consultants. For this reason an efficient, automatic set of rules may doubtlessly cut back the velocity of globally blindness.

Approval from the U.S. Meals and Drug Management is needed ahead of the set of rules can be utilized in sufferers on a large foundation. Dr. Leng and his group be expecting to habits pilot trials within the close to long run.


Discover additional:
Find out about examines use of deep system studying for detection of diabetic retinopathy

Additional info:
Rishab Gargeya et al. Computerized Identity of Diabetic Retinopathy The usage of Deep Studying, Ophthalmology (2017). DOI: 10.1016/j.ophtha.2017.02.008

Magazine reference:
Ophthalmology

Equipped by means of:
American Academy of Ophthalmology

Tagged with:

About author

Related Articles