Researchers develop face 'e-tattoo' to track mental workload in high-stress jobs
Scientists say that they have formulated a way to help people in stressful and demanding work environments track their brainwaves and brain usage — an electronic tattoo device, or "e-tattoo," on the person's face.
In a study posted in the science journal Device, the team of researchers wrote that they found e-tattoos to be a more cost-effective and simpler way to track one's mental workload.
Dr. Nanshu Lu, the senior author of the research from the University of Texas at Austin, wrote that mental workload is a critical factor in human-in-the-loop systems, directly influencing cognitive performance and decision-making.
Lu told Fox News Digital in an email that this device was motivated by high-demand, high-stake jobs such as pilots, air traffic controllers, doctors and emergency dispatchers.
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Lu also said ER doctors and robot/drone operators can also leverage this technology for training and performance enhancements.
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One of the goals of this study was to find a way to measure cognitive fatigue in high leverage and mentally straining careers.
The e-tattoo is temporarily attached to the subject's forehead, and is smaller than current devices in use today.
According to the study, the device works by using electroencephalogram (EEG) and electrooculogram (EOG) to measure both brain waves and eye movements.
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While most EEG and EOG machines are bulky and expensive, the e-tattoo offers a compact and cost-effective solution.
Lu wrote that in this study, "we propose a wireless forehead EEG and EOG sensor designed to be as thin and conformable to the skin as a temporary tattoo sticker, which is referred to as a forehead e-tattoo."
Lu also added that "human mental workload is a crucial factor in the fields of human-machine interaction and ergonomics due to its direct impact on human cognitive performance."
The way the study was conducted was with six participants being shown a screen on which 20 letters flashed up, one at a time, at various locations.
Participants were asked to click a mouse if either the letter itself, or its location, matched one shown a given number of letters.
Each participant carried out the task multiple times, corresponding to four levels of difficulty.
The team found that as the tasks became harder, the different types of brainwaves detected showed shifts in activity that corresponded to a higher mental workload response.
The device consists of a battery pack and reusable chips with a disposable sensor.
Lu said that the device is currently a lab prototype.
"Before it can be ready for commercialization, it will need more development, such as real-time, on-tattoo mental workload decoding and validation on more people and in more realistic environments," she said. "The prototype currently costs $200."Original article source: Researchers develop face 'e-tattoo' to track mental workload in high-stress jobs
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Associated Press
11 minutes ago
- Associated Press
Hawaii housing czar demands church return housing for homeless elderly
The state's Office on Homelessness and Housing Solutions is demanding that a Korean church either return or pay $20,000 apiece to buy20 state-owned tiny housing units installed in their Honolulu parking lot. The demands were outlined in a letter sent to the pastor of Hawaii Cedar Church by the governor's homelessness coordinator, Jun Yang. In it, Yang said the Kalihi church was not authorized to use the units and must immediately stop. The units are occupied by previously unhoused kūpuna and families. Installation of the units was completed in August during the tenure of Yang's predecessor, John Mizuno, using donated contracting services. Gov. Josh Green has made tiny homes a cornerstone of the state response to endemic homelessness and he set a target to build 30 kauhale villages as part of his pledge to cut the state's homeless population in half by 2026. At the opening of another kauhale in December, Green talked about the need for 'continued partnerships as we work together to make lasting progress.' The Cedar Church kauhale was specifically named in a presentation Green and Honolulu Mayor Rick Blangiardi gave in May last year about Hawaiʻi's response to homelessness as one of 17 projects then on track to open. But Civil Beat has confirmed the state and church had no written agreement regarding the installation of the 20 units, and that appears to be where the church project has run afoul of Yang's office. Yang declined a request for an interview Friday and in an emailed statement said the letter was sent in anticipation of a management and performance audit of the state's Kauhale Initiative required under a bill approved by legislators this session and sent to the governor for approval. 'As such, we are taking steps to ensure that state property is safeguarded, state contracting standards are met, and that tiny homes like those on the grounds of Cedar Church in Kalihi, are used in accordance with state standards for kauhale services,' he wrote. Yang's letter makes no mention of contracting standards, kauhale services or safeguarding state property in the letter — and only outlines conditions for the return or purchase of the units. The correspondence took the church pastor the Rev. Duk Whan Kim by surprise, according to the church's attorney, Ernie Martin. Attempts to reach Kim directly were unsuccessful. Martin said Kim had worked closely with the state homelessness office on the project under Mizuno's leadership and believed there was a mutual understanding about the units and their intended use on church property. Martin said he has contacted Yang's office and is working to resolve the conflict. The letter gave the church a May 27 deadline to respond or the state would 'immediately arrange to remove the property,' but as of Monday the units were still in place and occupied. Mizuno — who suddenly stepped down as the state's homelessness coordinator in February and now works as a special advisor to the governor — did not respond to voicemail or texts requesting comment. Mizuno's deputy director, Eric Ford, declined to be interviewed when reached by phone. Rep. Lisa Marten, who chairs the House Committee on Human Services and Homelessness, said Monday she hopes the conflict can be resolved because she is impressed by the church's commitment to helping homeless and vulnerable people after visiting the site, 'but they could do more.' Given the state's move to more formal contracts with its kauhale partners, Marten said she wasn't surprised the homelessness office was doing its due diligence. The state has no data on residents and no say in who gets to access the services at the church, she said. But the additional documentation could eventually enable the congregation to access more state funding support — including money already budgeted — that could enable them to provide additional services, including medical. Return Units Or Buy Them, State Says The 20 units on the church property off Kamehameha IV Road were purchased by the state from HomeAid Hawaiʻi as part of its production of tiny homes for the Kauhale Initiative, CEO Kimo Carvalho confirmed. Competitive bidding for the construction of the units was waived under an emergency housing proclamation issued by Green in September 2023, and HomeAid has been the sole-source supplier. HomeAid Hawaiʻi produced 1,079 of those units in 2024, according to its website. 'The former homeless coordinator took 20 of those units to Cedar Church in July, and that's the extent of HomeAid's involvement,' Carvalho told Civil Beat. But the nonprofit was not the sole-source contractor for installing all the kauhale sites, Carvalho said, adding that the grading of the church site and utility connections were completed using donated labor and materials from another company, Prometheus Construction. Prometheus VP Cliff Tillotson declined to be interviewed for this story. Ford, Mizuno's former deputy, now works for the company. Hawaii Cedar Church is a Korean congregation and sits on a 30,000-square-foot parcel — including the parking lot where the kauhale are located — purchased for $1.34 million in December 2011, county property records show. The church hosts a food pantry, and has a history of providing food relief and emergency housing, previous reporting shows. The church has also operated the Waiʻanae Cedar Farm, a 4-acre property where it placed small sheds to provide low-cost emergency housing, Hawaii News Now reported in 2021. Mizuno and Kim — the pastor at Cedar Church — have a connection dating back more than a decade when Mizuno was state representative for Kalihi, before he resigned in December 2023 after Green tapped him to become the state's homelessness coordinator. Mizuno replaced James Koshiba who had been in the state role a year and had 'set the stage' for the ambitious project, Green said. A dozen kauhale opened under Mizuno's watch, and discussions for Cedar Church began around April of 2024. Speaking to the Kalihi-Pālama Neighborhood Board in July, Mizuno said the Cedar Church project was 'the first Kūpuna Kauhale for homeless kūpuna over 60 years old and those that may be coming out of the ER, medical respite patients, or medically discharged.' In August, Mizuno posted a video walkthrough of the completed kauhale to Facebook, showing installed living spaces, amenities including shower units and laundry, and individual garden beds. Six months later, Mizuno was publicly criticizing the costs of running some of the state-funded kauhale and he stepped down from the role in February, taking on a special adviser position in the same office. He was replaced by Yang, former homeless coordinator for the state Department of Transportation. The church appears to have its fingers caught in the door now that the new state homelessness czar wants to tidy up the books. A Star-Advertiser report on July 17, 2024, says HomeAid Hawaiʻi's 100-square-foot homes cost $16,000 to produce. Carvalho is featured in the photo story, which shows housing units heading to Hawaii Cedar Church, according to the caption. Yang's letter, however, asks the church to pay $20,000 per unit if they move ahead with a plan to buy them. 'If the HCC wished to purchase the units, payment shall be made to the state within 45 days of the date of this letter.' As of Monday, it's unclear whether the church is considering that option. The cost of the housing units themselves, concerns about kauhale running costs and questions about the absence of receipts for the estimated $37 million in HomeAid Hawaiʻi contracts underpinned conference committee discussions on housing this legislative session. Lawmakers ultimately voted to expand Green's Kauhale Initiative, providing a $50 million funding base through 2026 and 2027. The funding package also included provisions for quarterly reports on expenditures from Yang's department, and the performance and management audit of the Kauhale Initiative — the one outlined in the state's May 16 letter to Cedar Church. ___ This story was originally published by Honolulu Civil Beat and distributed through a partnership with The Associated Press.


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Associated Press
16 minutes ago
- Associated Press
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DETROIT (AP) — A Chinese scientist entered the U.S. last year with a toxic fungus stashed in his backpack, federal authorities said Tuesday as they filed charges against him and a girlfriend who worked in a lab at the University of Michigan. The pathogen is known as Fusarium graminearum, which can attack wheat, barley, maize and rice and sicken livestock and people, the FBI said in a court filing in Detroit. The FBI said a scientific journal describes it as a 'potential agroterrorism weapon.' Yunqing Jian, 33, and Zunyong Liu, 34, were charged with conspiracy, smuggling, making false statements and visa fraud. 'The alleged actions of these Chinese nationals, including a loyal member of the Chinese Communist Party, are of the gravest national security concerns,' U.S. Attorney Jerome Gorgon Jr. said. Jian appeared in court and was returned to jail to await a bond hearing Thursday. A message seeking comment from her attorney was not immediately returned. In July 2024, Liu was turned away at the Detroit airport and sent back to China after changing his story during an interrogation about red plant material discovered in his backpack, the FBI said. He initially claimed ignorance about the samples but later said he was planning to use the material for research at a University of Michigan lab where Jian worked and where Liu previously worked, the FBI said. The FBI said authorities found a scientific article on Liu's phone that was titled, 'Plant-Pathogen Warfare under Changing Climate Conditions.' A week before arriving in the U.S., according to investigators, Liu exchanged messages with Jian, who said, 'It's a pity that I still have to work for you.' The FBI said Liu replied: 'Once this is done, everything else will be easy.' Months later, in February, FBI agents visited Jian at the campus lab. She said, '100% no,' when asked if she had been assisting Liu with the pathogen at the lab. The FBI said it found a signed statement on her phone expressing her support for the Communist Party of China. Messages between the two in 2024 suggest that Jian was already tending to Fusarium graminearum at the campus lab before Liu was caught at the Detroit airport, the FBI said. The university does not have federal permits to handle it.