Predicting sex-specific non-fatal suicide attempt risk using machine learning and data from Danish national registries - Gradus JL, Rosellini AJ, Horv áth-Puhó E, Jiang T, Street AE, Galatzer-Levy I, Lash TL, Sørensen HT.
Suicide attempts are a leading cause of injury globally. Accurate prediction of suicide attempts may offer opportunities for prevention. This case-cohort study used machine learning to examine sex-specific risk profiles for suicide attempts in Danish natio... (Source: SafetyLit)
Source: SafetyLit - April 23, 2021 Category: International Medicine & Public Health Tags: Research Methods, Surveillance and Codes, Models Source Type: news

Learning future terrorist targets through temporal meta-graphs - Campedelli GM, Bartulovic M, Carley KM.
In the last 20 years, terrorism has led to hundreds of thousands of deaths and massive economic, political, and humanitarian crises in several regions of the world. Using real-world data on attacks occurred in Afghanistan and Iraq from 2001 to 2018, we pro... (Source: SafetyLit)
Source: SafetyLit - April 23, 2021 Category: International Medicine & Public Health Tags: Research Methods, Surveillance and Codes, Models Source Type: news

New directions in machine learning analyses of administrative data to prevent suicide-related behaviors (editorial) - Bossarte RM, Kennedy CJ, Luedtke A, Nock MK, Smoller JW, Stokes C, Kessler RC.
This issue contains a thoughtful report by Gradus et al. on a machine learning (ML) analysis of administrative variables to predict suicide attempts over two decades throughout Denmark. This is one of numerous recent studies that document strong concentrat... (Source: SafetyLit)
Source: SafetyLit - April 23, 2021 Category: International Medicine & Public Health Tags: Commentary Source Type: news

Psychosocial factors predict the level of aggression of people with drug addiction: a machine learning approach - Lu H, Xie C, Lian P, Yu C, Xie Y.
This study aimed to identify the relevant psychosocial factors that can predict the aggression in people with drug addiction. A total of 896 male participants (Mean(age)  = 38.30 years) completed the survey. Gradient boosting regression, a machine learni... (Source: SafetyLit)
Source: SafetyLit - April 23, 2021 Category: International Medicine & Public Health Tags: Alcohol and Other Drugs Source Type: news

Machine learning prediction of blood alcohol concentration: a digital signature of smart-breathalyzer behavior - Aschbacher K, Hendershot CS, Tison G, Hahn JA, Avram R, Olgin JE, Marcus GM.
Excess alcohol use is an important determinant of death and disability. Machine learning (ML)-driven interventions leveraging smart-breathalyzer data may help reduce these harms. We developed a digital phenotype of long-term smart-breathalyzer behavior to ... (Source: SafetyLit)
Source: SafetyLit - April 23, 2021 Category: International Medicine & Public Health Tags: Alcohol and Other Drugs Source Type: news

AI classifies breast cancer subtypes on standard ultrasound exams
Artificial intelligence (AI) algorithms can identify triple-negative and huma...Read more on AuntMinnie.comRelated Reading: AI can help predict mortality from metastatic breast cancer AI could help improve cancer detection on breast ultrasound Meta-analysis finds good news, bad news for radiology AI research Researchers evaluate deep learning for breast ultrasound New software portends second revolution in ultrasound (Source: AuntMinnie.com Headlines)
Source: AuntMinnie.com Headlines - April 23, 2021 Category: Radiology Source Type: news

Toxicology and snakes in ptolemaic Egyptian dynasty: the suicide of Cleopatra - Ana Mar ía R.
The decadent Lagids'dynasty was especially interested in drugs and poisons meanwhile Alexandria became a prestigious center of learning and the first medical center of the ancient world. Scholars dedicated to toxicology would research in the famous Museion... (Source: SafetyLit)
Source: SafetyLit - April 22, 2021 Category: International Medicine & Public Health Tags: Non-Human Animals and Insects Source Type: news

Clustered embedding using deep learning to analyze urban mobility based on complex transportation data - Cho SB, Kim JY.
Urban mobility is a vital aspect of any city and often influences its physical shape as well as its level of economic and social development. A thorough analysis of mobility patterns in urban areas can provide various benefits, such as the prediction of tr... (Source: SafetyLit)
Source: SafetyLit - April 22, 2021 Category: International Medicine & Public Health Tags: Pedestrians and Bicycles Source Type: news

People Are Reporting Unexpected Side Effects After COVID-19 Vaccination —But That’s Actually Normal
Abigail, a 29-year-old from New York City who asked to use a pseudonym to preserve her privacy, knew to expect some side effects after she got her second Pfizer-BioNTech COVID-19 vaccine in February. The fever, body aches and fatigue she felt were nothing surprising. But when she began experiencing heavy, “stupidly painful, debilitating” menstrual periods, she felt blindsided. “I had not heard a single person talking about it,” she says. While scientists have not confirmed that COVID-19 vaccines can cause menstrual changes like Abigail’s, she feels confident the shot was her trigger, since she...
Source: TIME: Health - April 22, 2021 Category: Consumer Health News Authors: Jamie Ducharme Tags: Uncategorized COVID-19 Source Type: news

Cochrane seeks Community Support Officer
Location: Flexible location (remote working) – contract type dependent on location.Specifications: Permanent employment if successful applicant based in UK, Germany or Denmark. Rolling annual contract (consultant) in other locations.Hours: Full-time or minimum 25 hours per week (flexible working considered).Salary: £30,000 (pro-rated for part-time).ApplicationClosingDate: Tuesday 11 May (Midnight GMT).This role is an exciting opportunity to use your communication and problem-solving skills to make a difference in the field of health care research.  As Community Support Officer you will be joining Cochrane ...
Source: Cochrane News and Events - April 22, 2021 Category: Information Technology Authors: Lydia Parsonson Source Type: news

Learning from Covid-19: a case-study review, Professional Standards Authority
This Covid-19 lessons learned review uses case studies to look at how the 10 UK health and social care regulators responded to the initial crisis caused by the pandemic in 2020. (Source: Current Awareness Service for Health (CASH))
Source: Current Awareness Service for Health (CASH) - April 22, 2021 Category: Consumer Health News Source Type: news

California's wildfire season has lengthened, and its peak is now earlier in the year
(University of California - Irvine) Researchers at the University of California, Irvine have analyzed CALFIRE wildfire statistics from 2000 to 2019, comparing them with data from 1920 to 1999, to learn that the annual burn season has lengthened in the past two decades and that the yearly peak has shifted from August to July. A new study on the subject was published today in Nature Scientific Reports. (Source: EurekAlert! - Medicine and Health)
Source: EurekAlert! - Medicine and Health - April 22, 2021 Category: International Medicine & Public Health Source Type: news

Cholinergic neurons constitutively engage the ISR for dopamine modulation and skill learning in mice
The integrated stress response (ISR) maintains proteostasis by modulating protein synthesis and is important in synaptic plasticity, learning, and memory. We developed a reporter, SPOTlight, for brainwide imaging of ISR state with cellular resolution. Unexpectedly, we found a class of neurons in mouse brain, striatal cholinergic interneurons (CINs), in which the ISR was activated at steady state. Genetic and pharmacological manipulations revealed that ISR signaling was necessary in CINs for normal type 2 dopamine receptor (D2R) modulation. Inhibiting the ISR inverted the sign of D2R modulation of CIN firing and evoked dopa...
Source: ScienceNOW - April 22, 2021 Category: Science Authors: Helseth, A. R., Hernandez-Martinez, R., Hall, V. L., Oliver, M. L., Turner, B. D., Caffall, Z. F., Rittiner, J. E., Shipman, M. K., King, C. S., Gradinaru, V., Gerfen, C., Costa-Mattioli, M., Calakos, N. Tags: Neuroscience, Online Only r-articles Source Type: news

Johnson & Johnson Single-Shot COVID-19 Vaccine Phase 3 Data Published in New England Journal of Medicine
NEW BRUNSWICK, N.J., April 21, 2021 – Johnson & Johnson (the Company) today announced publication in the New England Journal of Medicine of primary data from the Phase 3 ENSEMBLE clinical trial for its single-dose COVID-19 vaccine, developed by the Janssen Pharmaceutical Companies of Johnson & Johnson (Janssen). The publication of the primary analysis follows the topline efficacy and safety data announced in January, showing the trial met all primary and key secondary endpoints, and found that the Johnson & Johnson single-dose COVID-19 vaccine prevented hospitalization and death across all study participa...
Source: Johnson and Johnson - April 21, 2021 Category: Pharmaceuticals Tags: Our Company Source Type: news

Managing Severe Eczema and Setbacks
Severe eczema can have a lasting impact on your quality of life. Learn from doctors and people with this condition how to head off triggers and break the “itch-and-scratch” cycle. (Source: WebMD Health)
Source: WebMD Health - April 21, 2021 Category: Consumer Health News Source Type: news

The heavily banned Truth About Cancer docu-series starts TODAY: See this powerful new interview with Charlene Bollinger
(Natural News) The cancer industry is going to extraordinary lengths to make sure you don’t learn the truth about cancer, and they’ve suppressed and banned nearly every effort by the TTAC founders (Ty and Charlene Bollinger) to get their lifesaving message out to the world. This evening, a new docu-series launches in The Truth About... (Source: NaturalNews.com)
Source: NaturalNews.com - April 21, 2021 Category: Consumer Health News Source Type: news

Uganda: Covid-19 Vaccines Will Expire in July, Says Health Ministry
[Monitor] More than 280,000 doses of Covid-19 vaccines could expire before being used if vaccination continues at the current rate, Daily Monitor has learnt. (Source: AllAfrica News: Health and Medicine)
Source: AllAfrica News: Health and Medicine - April 21, 2021 Category: African Health Source Type: news

How her startup wants to help with mental health crisis
When Erica Beckford was accepted into a startup accelerator program by IgniteU for minority- and women-owned businesses, she knew there was an opportunity to learn a lot. That’s why she went through the four-week program, which ends with a pitch competition, with a singular objective, despite hearing others discuss potential prize money. "I just wanted to focus on what I was doing and I didn't want to have any distractions," Beckford said. Her mindset paid off. Beckford won the pitch competition… (Source: bizjournals.com Health Care:Physician Practices headlines)
Source: bizjournals.com Health Care:Physician Practices headlines - April 21, 2021 Category: American Health Authors: Justin Dawes Source Type: news

Solar panels are contagious - but in a good way: Study
(Potsdam Institute for Climate Impact Research (PIK)) The number of solar panels within shortest distance from a house is the most important factor in determining the likelihood of that house having a solar panel, when compared with a host of socio-economic and demographic variables. This is shown in a new study by scientists using satellite and census data of the city of Fresno in the US, and employing machine learning. (Source: EurekAlert! - Social and Behavioral Science)
Source: EurekAlert! - Social and Behavioral Science - April 21, 2021 Category: International Medicine & Public Health Source Type: news

NASA NeMO-Net video game helps researchers understand global coral reef health
(Frontiers) A new study has demonstrated how video games can be used as a citizen science approach to train artificial intelligence tools, with data contributing towards coral reef conservation efforts. The NeMO-Net video game, designed by researchers at NASA's Ames Research Center in California's Silicon Valley and led by principal investigator Dr Ved Chirayath, provides an educational and intuitive tool for players to learn about and explore coral reef ecosystems, whilst also bringing marine conservation research to wider audiences. (Source: EurekAlert! - Social and Behavioral Science)
Source: EurekAlert! - Social and Behavioral Science - April 21, 2021 Category: International Medicine & Public Health Source Type: news

Author interview: Stopping long-term antidepressants in people with depression or anxiety
Antidepressants are widely used for depression and anxiety. Guidelines recommend that an antidepressant should be continued for at least six months after people start to feel better, and for at least two years if they have had two or more periods of depression. Many people take antidepressants for much longer. Ellen Van Leeuwen and Mark Horowitz, authors of arecently published Cochrane review on approaches for discontinuing antidepressant use, answer some questions about the findings of the review.  Tell us about this Cochrane Review, why did you think it was important to do it?Ellen: The rise in long-term antidepress...
Source: Cochrane News and Events - April 20, 2021 Category: Information Technology Authors: Rachel Klabunde Source Type: news

AI could help improve cancer detection on breast ultrasound
Artificial intelligence (AI) can detect and diagnose cancer on breast ultrasoun...Read more on AuntMinnie.comRelated Reading: AI can help predict mortality from metastatic breast cancer Biden administration nixes FDA plan to lift reviews of AI software Meta-analysis finds good news, bad news for radiology AI research How well can AI software spot intracranial bleeding on head CT? Researchers evaluate deep learning for breast ultrasound (Source: AuntMinnie.com Headlines)
Source: AuntMinnie.com Headlines - April 20, 2021 Category: Radiology Source Type: news

Johnson & Johnson COVID-19 Vaccine Roll-out to Resume in Europe Following European Medicines Agency (EMA) ReviewEMA Confirms Overall Benefit-Risk Profile Remains Positive
NEW BRUNSWICK, N.J., April 20, 2021 – Johnson & Johnson (NYSE: JNJ) (the Company) today announced that the European Medicines Agency’s (EMA) Pharmacovigilance Risk Assessment Committee (PRAC) has provided updated guidance for use of the Company’s COVID-19 vaccine and confirmed the overall benefit-risk profile remains positive. The guidance follows PRAC review of a small number of cases of a very rare adverse event involving blood clots in combination with low platelet counts that can occur within approximately one to three weeks following injection with the Company’s COVID-19 vaccine. As a resul...
Source: Johnson and Johnson - April 20, 2021 Category: Pharmaceuticals Tags: Our Company Source Type: news

AI Algorithm Uses Brain MRI to ID Multiple Sclerosis Subtypes
TUESDAY, April 20, 2021 -- A machine learning algorithm can use data from brain magnetic resonance imaging (MRI) to identify subtypes of multiple sclerosis (MS), according to a study published online April 6 in Nature Communications. Arman Eshaghi,... (Source: Drugs.com - Pharma News)
Source: Drugs.com - Pharma News - April 20, 2021 Category: Pharmaceuticals Source Type: news

Learning from the community response to Covid-19: how the NHS can support communities to keep people well, The Health Creation Alliance
This report considers what all community-facing NHS organisations can learn from the community response to Covid-19. The report outlines practical guidance and recommendations to help build a future where people are at the heart of keeping communities well. (Source: Current Awareness Service for Health (CASH))
Source: Current Awareness Service for Health (CASH) - April 20, 2021 Category: Consumer Health News Source Type: news

These Women Are Transforming What Climate Leadership Looks Like. Here ’s What They Learned From the Pandemic
The COVID-19 pandemic, like the climate crisis, is amplifying existing racial and gender injustices in our society. TIME editors Naina Bajekal and Elijah Wolfson moderated a conversation with two women working to create a more inclusive climate leadership space: American author, strategist and teacher Katharine Wilkinson, who co-founded and leads The All We Can Save Project to nurture a leaderful climate community; and queer Colombian activist Maria Alejandra Escalante, who is the climate and environmental justice advocacy officer at FRIDA The Young Feminist Fund, which supports young feminist organizers in the Global Sout...
Source: TIME: Science - April 20, 2021 Category: Science Authors: Naina Bajekal and Elijah Wolfson Tags: Uncategorized climate change Londontime Magazine TIME 2030 Source Type: news

Election time – make sure you’re ready to vote for your NEC
“It only takes a few minutes, so please vote.” That’s the message today from UNISON general secretary Christina McAnea, as the union approaches the start of balloting for this year’s elections to the national executive council (NEC). The NEC is elected by the members to speak on their behalf – and sits at the heart of the decisions made on their behalf. Despite the pandemic, the union is determined that its democratic life will continue. Members elect candidates to represent their region and their service group, while there are also additional seats for Black members, young members and disable...
Source: UNISON Health care news - April 20, 2021 Category: UK Health Authors: Amanda Kendal Tags: Article News NEC election 2021 Source Type: news

Learning to breathe: German clinic helps COVID long haulers
A clinic on the Baltic coast has become a major rehabilitation center for COVID-19 patients from across Germany, treating 600 people over the past year (Source: ABC News: Health)
Source: ABC News: Health - April 20, 2021 Category: Consumer Health News Tags: Health Source Type: news

Individualized training is key for autistic adolescents learning to drive
(Children's Hospital of Philadelphia) A new study identified clear strengths and a series of specific challenges autistic adolescents experience while learning to drive. (Source: EurekAlert! - Medicine and Health)
Source: EurekAlert! - Medicine and Health - April 20, 2021 Category: International Medicine & Public Health Source Type: news

Gold digger: Neural networks at the nexus of data science and electron microscopy
(Max Planck Florida Institute for Neuroscience) Researchers at the Max Planck Florida Institute for Neuroscience used machine learning to develop a new, fully automated way to search and identify gold particles markers in electron micrographs with near human-level accuracy (Source: EurekAlert! - Medicine and Health)
Source: EurekAlert! - Medicine and Health - April 20, 2021 Category: International Medicine & Public Health Source Type: news

How lessons from past emergencies could improve the pandemic response
(University of Washington) The federal government, in its response to the COVID-19 pandemic, could learn from how the nation responded to Hurricane Katrina, 9/11 and the H1N1 swine flu, a new study found. (Source: EurekAlert! - Medicine and Health)
Source: EurekAlert! - Medicine and Health - April 20, 2021 Category: International Medicine & Public Health Source Type: news

Language-Learning App Duolingo Has Hired Bankers for Summer IPO: Sources
Duolingo has hired Goldman Sachs and Allen & Co. for an initial public offering that could happen as soon as this summer, sources tell Insider. (Source: Reuters: Health)
Source: Reuters: Health - April 20, 2021 Category: Consumer Health News Source Type: news

Government must act over minimum wage laws affecting care workers, say UNISON and Mencap  
UNISON and Mencap have written jointly to the Prime Minister today (T​uesday) calling for immediate reform of minimum wage laws affecting thousands of care workers.    The letter to Boris Johnson says “action is needed urgently” to amend current rules so sleep-in shifts – where staff have to stay overnight away from home – are defined as working time and paid properly. Last month, the Supreme Court ruled* the hours employees are asleep don’t have to be paid at minimum wage rates, only the time they are awake and looking after people. UNISON – the biggest union includi...
Source: UNISON meat hygiene - April 19, 2021 Category: Food Science Authors: Sophie Goodchild Tags: Article adult social care Sleep-in payments Source Type: news

Janssen Provides Update on Phase 3 ACIS Study in Patients with Metastatic Castration-Resistant Prostate Cancer Treated with ERLEADA ® (apalutamide) and ZYTIGA® (abiraterone acetate) Plus Prednisone Combination
RARITAN, N.J., April 19, 2021 – The Janssen Pharmaceutical Companies of Johnson & Johnson announced today that regulatory submissions based on the Phase 3 ACIS study, which evaluated the combination of ERLEADA® (apalutamide) and ZYTIGA® (abiraterone acetate) plus prednisone in patients with chemotherapy-naïve metastatic castration-resistant prostate cancer (mCRPC), will not be pursued. As presented at the American Society of Clinical Oncology’s Genitourinary (ASCO GU) Cancers Symposium in February 2021, the ACIS study met its primary endpoint of radiographic progression-free survival (rPFS); ho...
Source: Johnson and Johnson - April 19, 2021 Category: Pharmaceuticals Tags: Innovation Source Type: news

Revisiting Yale School of Nursing expertise during Earth Week
Learn more about YSN faculty and student involvement in climate change, planetary and human health, and urban planning for modern cities and health systems. (Source: Yale Science and Health News)
Source: Yale Science and Health News - April 19, 2021 Category: Universities & Medical Training Source Type: news

At YSN, planet ’s health gets attention, too
Learn more about YSN faculty and student involvement in climate change, planetary and human health, and urban planning for modern cities and health systems. (Source: Yale Science and Health News)
Source: Yale Science and Health News - April 19, 2021 Category: Universities & Medical Training Source Type: news

Narcissists: What to Do if Your Mother Is a Narcissist
Learn how to tell if your mother is a narcissist, what to do, and what not to do. (Source: WebMD Health)
Source: WebMD Health - April 19, 2021 Category: Consumer Health News Source Type: news

The Biden Administration Is Trying to Kickstart the Great American Electric Vehicle Race
American tailpipes have played an outsized role in global warming. In 2019, transportation accounted for 29% of the country’s human-generated emissions, the most of any sector tracked by the Environmental Protection Agency—and the U.S. is the world’s second-largest carbon emitter. The Biden Administration wants to clean up transportation’s dirty reputation, and make America the global leader in electric vehicle production in the process. At the moment, electric vehicles, or EVs, aren’t particularly common in the U.S. Only about 2% of vehicles sold in the U.S. last year were electric. “It...
Source: TIME: Science - April 19, 2021 Category: Science Authors: Joey Lautrup Tags: Uncategorized Source Type: news

How to Deal With Your Controlling Mother
Does your mother still try to control your life even though you have your own home, career, and kids? Controlling moms may fear letting go because they worry about you. Learn how to set boundaries, engage in respectful discussions, and learn when to let some differences of opinion slide. (Source: WebMD Health)
Source: WebMD Health - April 19, 2021 Category: Consumer Health News Source Type: news

How to Handle the Narcissist in Your Life
Learn how to tell if the person in your life is a narcissist, what to do, and what not to do. (Source: WebMD Health)
Source: WebMD Health - April 19, 2021 Category: Consumer Health News Source Type: news

Cochrane PaPaS seeks full-time Systematic Reviewer - remote
Closing date: 28 April 2021Location: remote (home-working)The Cochrane Pain, Palliative and Supportive Care (Cochrane PaPaS) Review Group is looking for an experienced Systematic Reviewer to undertake high quality, priority Cochrane systematic reviews for publication in the Cochrane Library.The focus of PaPaS is studies of interventions for acute pain, chronic pain, headache and migraine, palliative care for those with life-limiting disease or illness, and supportive care of patients and significant others living with serious illness.The candidate will work with a multidisciplinary team to undertake new priority reviews, o...
Source: Cochrane News and Events - April 19, 2021 Category: Information Technology Authors: Lydia Parsonson Source Type: news

WATCH: The Moment NASA Controllers Learn That Ingenuity Is '1st In Flight' On Mars
(Source: NPR Health and Science)
Source: NPR Health and Science - April 19, 2021 Category: Consumer Health News Authors: Scott Neuman Source Type: news

Challenges with Skill Development Programmes During the Pandemic
Skilling programmes already face issues with the delivery of training and achieving the desired learning outcomes. Moving them online may in fact worsen learning outcomes. | Picture courtesy: FlickrBy External SourceHYDERABAD, Telangana, India, Apr 19 2021 (IPS) India’s evolving Technical and Vocational Education and Training ecosystem (TVET) faced many challenges during the COVID-19 pandemic. Because of the national lockdown, organisations had to remain shut for 7-8 months, until September 2020. This ecosystem is made up of a range of players, including vocational education providers such as schools and higher educa...
Source: IPS Inter Press Service - Health - April 19, 2021 Category: International Medicine & Public Health Authors: External Source Tags: Asia-Pacific Development & Aid Education Headlines Health Labour TerraViva United Nations Source Type: news

A Growing New Health Crisis Focusing on Emergency Rooms, Medical History & Vaccines
Samah Ghalloussi, one of the entrepreneurs interviewed for the article with a worker of the French Red Cross. Credit: French Red CrossBy Angel MendozaPARIS, Apr 19 2021 (IPS) This year’s World Health Day on 7 April was an opportunity for three entrepreneurs to share their insights and reflections on a rather complex year due to the health crisis and comment on their experiences developing impactful products and services in this sector. Emeric Lemaire, co-founder of Arkhn, Samah Ghallousi, CEO of AALIA.tech and Antoine Noel, co-founder and director of Japet, are all either associates of Liberté Living-Lab, (a ...
Source: IPS Inter Press Service - Health - April 19, 2021 Category: International Medicine & Public Health Authors: Angel Mendoza Tags: Featured Global Headlines Health IPS UN: Inside the Glasshouse Population Regional Categories TerraViva United Nations Source Type: news

How Spiders Can Improve 3D Printing Technology
Markus Buehler at MIT is learning from spiders. His lab turned the structure of spiderwebs into music, and could be on their way to "communicating" with them. (Source: NPR Health and Science)
Source: NPR Health and Science - April 19, 2021 Category: Consumer Health News Source Type: news

Predictive modelling of injury severity in bicycle-motor vehicle collisions utilizing learning vector quantization: a case study of Britain's cycling capital - Siamidoudaran M, Siamidodaran M, Iscioglu E.
Cambridge is truly known as Britain's cycling capital but this has all been achieved without any real cycling infrastructure. Therefore, safety concern is the persistent barrier to cycling in Cambridge and its reputation is on the decline. Thus in response... (Source: SafetyLit)
Source: SafetyLit - April 19, 2021 Category: International Medicine & Public Health Tags: Engineering, Physics, Structural Soundness and Failure Source Type: news

Severity analysis of road transport accidents of hazardous materials with machine learning - Shen X, Wei S.
OBJECTIVE: The aim of this study was to explore a suitable method for analyzing road transport accidents that involve hazardous materials and to explore the main factors that influence the occurrence of accidents of varying severity. METHODS: The 2... (Source: SafetyLit)
Source: SafetyLit - April 19, 2021 Category: International Medicine & Public Health Tags: Engineering, Physics, Structural Soundness and Failure Source Type: news

Machine learning methods in sport injury prediction and prevention: a systematic review - Van Eetvelde H, Mendon ça LD, Ley C, Seil R, Tischer T.
PURPOSE: Injuries are common in sports and can have significant physical, psychological and financial consequences. Machine learning (ML) methods could be used to improve injury prediction and allow proper approaches to injury prevention. The aim of our st... (Source: SafetyLit)
Source: SafetyLit - April 19, 2021 Category: International Medicine & Public Health Tags: Recreational and Sports Issues Source Type: news

How rationality predicts individual perception of safety climate: an application of the hybrid model of learning in personality - Mustika MD, Jackson CJ.
Jackson's (2008) Hybrid Model of Learning in Personality (HMLP) is designed to measure the effect of biological, socio-cognitive, and experiential processes of personality and learning mechanisms on developing rationality and directing functional or dysfun... (Source: SafetyLit)
Source: SafetyLit - April 19, 2021 Category: International Medicine & Public Health Tags: Jurisprudence, Laws, Legislation, Policies, Rules Source Type: news

The feasibility and efficacy of a serial reaction time task that measures motor learning of anticipatory stepping - Olivier GN, Paul SS, Walter CS, Hayes HA, Foreman KB, Duff K, Schaefer SY, Dibble LE.
BACKGROUND: Motor learning has been investigated using various paradigms, including serial reaction time tasks (SRTT) that examine upper extremity reaching and pointing while seated. Few studies have used a stepping SRTT, which could offer additional insig... (Source: SafetyLit)
Source: SafetyLit - April 19, 2021 Category: International Medicine & Public Health Tags: Distraction, Fatigue, Chronobiology, Vigilance, Workload Source Type: news