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Could cancer be diagnosed from the sound of a voice?

A $14 million research project is getting underway in the US to see whether cancer and other diseases
The post Could cancer be diagnosed from the sound…

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A $14 million research project is getting underway in the US to see whether cancer and other diseases can be diagnosed by picking up subtle changes in a person’s voice patterns.

The National Institutes of Health-funded project is being run by researchers at the University of South Florida in collaboration with Weill Cornell Medicine in New York City, 10 other institutions in the US and Canada, with the help of French/US artificial intelligence specialist Owkin.

Called Voice as a Biomarker for Health, the programme is one of several receiving NIH support under the agency’s just-announced Bridge2AI initiative, which has set aside $130 million in funding to accelerate the use of AI technologies in biomedical settings.

It aims to develop an extensive database of human voices, both healthy and sick, that can be used to train AI algorithms to detect changes that could be a sign of cancer, neurological and psychiatric disorders like Alzheimer’s or depression, respiratory illnesses such as pneumonia and voice/speech disorders, including language delay and autism.

There are already a number of examples of projects that have used patient sounds as a biomarker to detect disease, including for example recordings of coughing to screen people for COVID-19 infection.

Vocal patterns are also starting to attract attention as potential diagnostic tools for conditions including post-traumatic stress disorder (PTSD), depression and stress.

“Although preliminary work with voice data has been promising, limitations to integrating voice as a biomarker in clinical practice have been linked to small datasets, ethical concerns around data ownership and privacy, bias and lack of diversity of the data,” say the partners.

“To solve these, the Voice as a Biomarker of Health project is creating a large, high-quality, multi-institutional and diverse voice database that is linked to identity-protected/unidentifiable biomarkers from other data, such as demographics, medical imaging and genomics,” they add.

The NIH-backed voice project hopes to develop AIs that can be used to “empower doctors with a low-cost diagnostic tool to be used alongside other clinical methods.” It will be backed by $3.8 million in its first year, with the remainder of the $14 million subject to NIH getting budget approvals for the following three years.

“Vocal biomarkers are set to play an increasingly important role in healthcare,” commented said Thomas Clozel co-founder and chief executive of Owkin.

“We are excited to be using federated learning, our privacy-preserving AI framework, to connect the medical world together in the pursuit of improving outcomes for patients,” he added.

Other projects being funded by the Bridge2AI programme are looking at generating standards for biomedical AI, and using machine learning to build a genomic “translator” based on maps of cell architecture.

Photo by Jason Rosewell on Unsplash

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Costco Tells Americans the Truth About Inflation and Price Increases

The warehouse club has seen some troubling trends but it’s also trumpeting something positive that most retailers wouldn’t share.

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39 mins ago

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May 28, 2023

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Costco has been a refuge for customers during both the pandemic and during the period when supply chain and inflation issues have driven prices higher. In the worst days of the covid pandemic, the membership-based warehouse club not only had the key household items people needed, it also kept selling them at fair prices.

With inflation -- no matter what the reason for it -- Costco  (COST) - Get Free Report worked aggressively to keep prices down. During that period (and really always) CFO Richard Galanti talked about how his company leaned on vendors to provide better prices while sometimes also eating some of the increase rather than passing it onto customers.

DON'T MISS: Why You May Not Want to Fly Southwest Airlines

That wasn't an altruistic move. Costco plays the long game, and it focuses on doing whatever is needed to keep its members happy in order to keep them renewing their memberships.

It's a model that has worked spectacularly well, according to Galanti.

"In terms of renewal rates, at third quarter end, our US and Canada renewal rate was 92.6%, and our worldwide rate came in at 90.5%. These figures are the same all-time high renewal rates that were achieved in the second quarter, just 12 weeks ago here," he said during the company's third-quarter earnings call.

Galanti, however, did report some news that suggests that significant problems remain in the economy.

Costco has done an incredibly good job at holding onto members.

Image source: Xinhua/Ting Shen via Getty Images

Costco Does See Some Economic Weakness

When people worry about the economy, they sometimes trade down when it comes to retailers. Walmart executives (WMT) - Get Free Report, for example, have talked about seeing more customers that earn six figures shopping in their stores.

Costco has always had a diverse customer base, but one weakness in its business may be a warning sign for its rivals like Target (TGT) - Get Free Report, Best Buy (BBY) - Get Free Report, and Amazon (AMZN) - Get Free Report. Galanti broke down some of the numbers during the call.

"Traffic or shopping frequency remains pretty good, increasing 4.8% worldwide and 3.5% in the U.S. during the quarter," he shared.

People shopped more, but they were also spending less, according to the CFO.

"Our average daily transaction or ticket was down 4.2% worldwide and down 3.5% in the U.S., impacted, in large part, from weakness in bigger-ticket nonfood discretionary items," he shared.

Now, not buying a new TV, jewelry, or other big-ticket items could just be a sign that consumers are being cautious. But, if they're not buying those items at Costco (generally the lowest-cost option) that does not bode well for other retailers.

Galanti laid out the numbers as well as how they broke down between digital and warehouse.

"You saw in the release that e-commerce was a minus 10% sales decline on a comp basis," he said. "As I discussed on our second quarter call and in our monthly sales recordings, in Q3, big-ticket discretionary departments, notably majors, home furnishings, small electrics, jewelry, and hardware, were down about 20% in e-com and made up 55% of e-com sales. These same departments were down about 17% in warehouse, but they only make up 8% in warehouse sales."

Costco's CFO Also Had Good News For Shoppers

Galanti has been very open about sharing information about the prices Costco has seen from vendors. He has shared in the past, for example, that the chain does not pass on gas price increases as fast as they happen nor does it lower prices as quick as they sometimes fall.

In the most recent call, he shared some very good news on inflation (that also puts pressure on Target, Walmart, and Amazon to lower prices).

"A few comments on inflation. Inflation continues to abate somewhat. If you go back a year ago to the fourth quarter of '22 last summer, we had estimated that year-over-year inflation at the time was up 8%. And by Q1 and Q2, it was down to 6% and 7% and then 5% and 6%," he shared. "In this quarter, we're estimating the year-over-year inflation in the 3% to 4% range."

The CFO also explained that he sees prices dropping on some very key consumer staples.

"We continue to see improvements in many items, notably food items like nuts, eggs and meat, as well as items that include, as part of their components, commodities like steel and resins on the nonfood side," he added.

  

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Government

‘Kevin Caved’: McCarthy Savaged Over Debt Ceiling Deal

‘Kevin Caved’: McCarthy Savaged Over Debt Ceiling Deal

Update (1345ET): The hits just keep coming for Speaker Kevin McCarthy, as angry Republicans…

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3 hours ago

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May 28, 2023

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'Kevin Caved': McCarthy Savaged Over Debt Ceiling Deal

Update (1345ET): The hits just keep coming for Speaker Kevin McCarthy, as angry Republicans have been outright rejecting the debt ceiling deal which raises it by roughly $4 trillion for two years, doesn't provide sticking points sought by the GOP.

In short, Kevin caved according to his detractors.

Some Democrats aren't exactly pleased either.

"None of the things in the bill are Democratic priorities," Rep. Jim Himes (D-CT) told Fox News Sunday. "That's not a surprise, given that we're now in the minority. But the obvious point here, and the speaker didn't say this, the reason it may have some traction with some Democrats is that it's a very small bill."

*  *  *

After President Biden and House Speaker Kevin McCarthy (R-CA) struck a Saturday night deal to raise the debt ceiling, several Republicans outright rejected it before it could even be codified into a bill.

Here's what's in it;

  • The deal raises the debt ceiling by roughly $4 trillion for two years, and is consistent with the structure of budget deals struck in 2015, 2018 and 2019 which simultaneously raised the debt limit.
  • According to a GOP one-pager on the deal, it includes a rollback of non-defense discretionary spending to FY2022 levels, while capping topline federal spending to 1% annual growth for six years.
  • After 2025 there are no budget caps, only "non-enforceable appropriations targets."
  • Defense spending would be in-line with what Biden requested in his 2024 budget proposal - roughly $900 billion.
  • The deal fully funds medical care for veterans, including the Toxic Exposure Fund through the bipartisan PACT Act.
  • The agreement increases the age for which food stamp recipients must seek work to be eligible, from 49 to 54, but also includes reforms to expand who is eligible.
  • Claws back "tens of billions" in unspent COVID-19 funds
  • Cuts IRS funding 'without nixing the full $80 billion' approved last year. According to the GOP, the deal will "nix the total FY23 staffing funding request for new IRS agents."
  • The deal includes energy permitting reform demanded by Republicans and Sen. Joe Manchin (D-WV)
  • No new taxes, according to McCarthy.

Here's McCarthy acting like it's not DOA:

Yet, Republicans who demanded deep cuts aren't having it.

"A $4 trillion debt ceiling increase?" tweeted Rep. Andrew Clyde (R-GA). "With virtually none of the key fiscally responsible policies passed in the Limit, Save, Grow Act kept intact?"

"Hard pass. Hold the line."

"Hold the line... No swamp deals," tweeted Rep. Chip Roy (R-TX)

"A $4 TRILLION debt ceiling increase?! That's what the Speaker's negotiators are going to bring back to us?" tweeted Rep. Dan Bishop (R-NC). "Moving the issue of unsustainable debt beyond the presidential election, even though 60% of Americans are with the GOP on it?"

Rep. Keith Self tweeted a letter from 34 fellow House GOP members who are committing to "#HoldTheLine for America" against the deal.

"Nothing like partying like it’s 1996. Good grief," tweeted Russ Vought, President of the Center for Renewing America and former Trump OMB director.

In short:

Tyler Durden Sun, 05/28/2023 - 11:30

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“Hard Pass”: Here’s What’s In The Debt Ceiling Deal Republicans Are About To Nuke

"Hard Pass": Here’s What’s In The Debt Ceiling Deal Republicans Are About To Nuke

After President Biden and House Speaker Kevin McCarthy (R-CA)…

Published

5 hours ago

on

May 28, 2023

By

"Hard Pass": Here's What's In The Debt Ceiling Deal Republicans Are About To Nuke

After President Biden and House Speaker Kevin McCarthy (R-CA) struck a Saturday night deal to raise the debt ceiling, several Republicans outright rejected it before it could even be codified into a bill.

Here's what's in it;

  • The deal raises the debt ceiling by roughly $4 trillion for two years, and is consistent with the structure of budget deals struck in 2015, 2018 and 2019 which simultaneously raised the debt limit.
  • According to a GOP one-pager on the deal, it includes a rollback of non-defense discretionary spending to FY2022 levels, while capping topline federal spending to 1% annual growth for six years.
  • After 2025 there are no budget caps, only "non-enforceable appropriations targets."
  • Defense spending would be in-line with what Biden requested in his 2024 budget proposal - roughly $900 billion.
  • The deal fully funds medical care for veterans, including the Toxic Exposure Fund through the bipartisan PACT Act.
  • The agreement increases the age for which food stamp recipients must seek work to be eligible, from 49 to 54, but also includes reforms to expand who is eligible.
  • Claws back "tens of billions" in unspent COVID-19 funds
  • Cuts IRS funding 'without nixing the full $80 billion' approved last year. According to the GOP, the deal will "nix the total FY23 staffing funding request for new IRS agents."
  • The deal includes energy permitting reform demanded by Republicans and Sen. Joe Manchin (D-WV)
  • No new taxes, according to McCarthy.

Here's McCarthy acting like it's not DOA:

Yet, Republicans who demanded deep cuts aren't having it.

"A $4 trillion debt ceiling increase?" tweeted Rep. Andrew Clyde (R-GA). "With virtually none of the key fiscally responsible policies passed in the Limit, Save, Grow Act kept intact?"

"Hard pass. Hold the line."

"Hold the line... No swamp deals," tweeted Rep. Chip Roy (R-TX)

"A $4 TRILLION debt ceiling increase?! That's what the Speaker's negotiators are going to bring back to us?" tweeted Rep. Dan Bishop (R-NC). "Moving the issue of unsustainable debt beyond the presidential election, even though 60% of Americans are with the GOP on it?"

Rep. Keith Self tweeted a letter from 34 fellow House GOP members who are committing to "#HoldTheLine for America" against the deal.

"Nothing like partying like it’s 1996. Good grief," tweeted Russ Vought, President of the Center for Renewing America and former Trump OMB director.

In short:

Tyler Durden Sun, 05/28/2023 - 11:30

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