Ethical StatementOur study utilizes publicly available datasets to conduct federated learning for collaborative training across clients with varying computational resources. As no human participants, personal data, or ethical concerns are involved, this research does not require ethical approval.Overall WorkflowIn this subsection, we elaborate the methodology of DynamicFL. We consider FL across N heterogeneous edge clients with diverse computational capabilities. Each client i can only access its own private dataset \({{{{\mathcal{D}}}}}_{i}=\{({{{{\bf{x}}}}}_{j}^{i},{y}_{j}^{i})\}\) where x and y denote the input features and corresponding class labels, respectively. The overall algorithmic workflow is summarized in 1 In the following, we elaborate the main steps of…
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The New York City Department of Health's first report aims to crack down on high-priced hospitals. The 263-page report said it was quietly released on Friday through its agent's new medical accountability department. The study focuses on payments made through the city's healthcare provider, Anthem Blue Cross, rather than private insurance plans. The city's GHI comprehensive benefits plan through the national anthem, which was paid average of $45,150 for inpatient services last fiscal year in New York's top 10 hospital systems, the report states. The highest price for full hospitalization treatment was $92,727 at the New York Presbyterian. Stephen Yang…
Introducing “carelessness” research on nursing homes in IndianaIndiana receives more Medicaid nursing home funding than any other state. The new Indystar probe looks at what we're getting for the money.Stephen J. Beard, Stephen.beard@indystar.comIt's a great Sunday to love basketball.Indystar readers are opening Sunday editions for Sunday News rituals or logging on to Indystar.com, but are sure they've already grown formidable at the end of this year's favorite weekend invasion.But I'm writing this on Thursday and it's full of predictions ahead of the first chip-off of the NCAA men's and women's basketball tournament. While it is difficult to focus beyond the…
The Academic Journal could inject optimism into US health policies. This is a rare item among the Trump administration's massive layoffs, fundraising freezes and ideological research reviews.A new issue of medical scholars argues that it can fundamentally change if you consider a conversation about healthcare to be “big bigger” and that policymakers invest in the community.”We're a great opportunity to help you get started,” said Dr. Victor Roy, director and director of Health and Political Economic Projects for New York City's new schools.”There's a feeling that people are getting sick, people are looking for bigger alternatives. People have really visceral…
Minnesota officials have launched a roundtable to deal with federal cuts. St. Paul, Minnesota — Minnesota officials launched a series of statewide roundtables on Saturday to discuss the potential impact of the proposed federal cuts on Medicaid. The first roundtable held at St. Paul's Pediatric Minnesota Hospital brought together state officials, doctors, patients and supporters to address concerns about the $880 billion cut proposed for federal cuts in medical programming that currently benefits 1.3 million Minnesotans. “My medicine is so expensive, so Medicaid coverage really allows us to cover that gap,” said Sumukha Terakanambi, leader of the disability community. Dr.…
Today, the Obesity Behaviors Union (OAC) and the Obesity Association (TOS) have written to the U.S. Food and Drug Administration (FDA) to urge more than 20 major organizations and providers across Healthcare Continuum to tighten federal regulations on the compound following the recent resolution of the GLP-1 healthcare shortage. Signatories include the Alliance for Women's Health and Prevention, the Association of Black Cardiologists, the National Hispanic Medical Association, and the National Federation of Consumers. The letter follows a recent announcement from Elilily's Tilzepatide, which is sold as Zepbound for weight loss, and Elilily's Tilzepatide, which is sold as a diabetic…
I have problems with Long Island nursing homes that will remain open under the New Deal – CBS New York Check out CBS News Woodbury troubled Long Island Nursing Home Cold Spring Hills will remain open after signing a new contract with buyers. I know first Get browser notifications for breaking news, live events, and exclusive reports. It won't turn on now Source link
With a unique twist in the horror genre, Jenny Penn's Rules emerges as a psychological thriller that unfolds in the unsettling realm of nursing homes. Released in cinemas on March 21, 2025, New Zealand films capture the often overlooked fears associated with aging and neglect within these facilities, making them the perfect backdrop for fear.The film tells the story of a paranoid patient named Dave Creeley, brought to life by veteran John Lithgow. He adopts a baby doll called Jenny Penn to instill fear among his fellow inhabitants. On the other side of the conflict is Stefan Mortensen. Geoffrey Rush…
The pandemic has made sudden casualties to nursing homes in Pennsylvania. By March 2021, approximately 12,600 deaths had been reported in long-term care facilities with more than 1,500 people statewide, according to the Atlantic Covid Tracking Project. The Brighton Rehabilitation & Wellness Center – a site, one of the nation's largest covid-out breaks – described 65% of Beaver County's Covid-19 incidents and 90% of county deaths at the peak of the pandemic. “Covid Hit, and we realized that no one had anticipated or had never experienced before,” said Chase Cannon, executive director of the Pennsylvania Coalition of Related Medical and…
SPRINGFIELD, Illinois (Wand) – Gov. JB Pritzker signed a bill Friday to protect nursing home residents from retaliation if they report abuse or neglect.The Act allows residents to file a civil suit against the nursing home if they are threatened or face retaliation for reporting lawsuits arising within the facility.Nursing home residents will earn up to two years to file a lawsuit against the facility, licensee, or employee in the face of retaliation.”We also need nursing homes to inform residents annually of their rights to retaliation and the process of filing such complaints,” said Sen. Lakesia Collins (D-Chicago). “Finally, the…