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Knee-xRAI: An Explainable AI Framework for Automatic Kellgren-Lawrence Grading of Knee Osteoarthritis
arXiv:2604.23435v2 Announce Type: replace Abstract: Grading knee osteoarthritis (KOA) on plain radiographs is poorly reproducible across readers. A single-grade disagreement on the Kellgren-Lawrence (KL) scale can alter surgical management or redirect a patient from conservative therapy to intra-articular injection. Meanwhile, deep learning models that outperform human readers often offer no explanation for their decisions.
Gigabyte packs 40 Intel Lunar Lake PCs in a pizza box
Gigabyte showed off a high density server platform at Computex this week that crams 40 low-power compute nodes into a pizza box. Amid a sea of nearly identical MGX and NVL blades, the R1C7-KOA-AS1 was one of the more unusual systems on this year’s show floor. Rather than using Intel or AMD's datacenter class Xeon or Epyc, the machine is powered by dozens of notebook processors.
Future Power Rankings: How all 68 Power 4 college football teams stack up
Projecting a college football program's future is harder than ever. Rosters and fortunes change dramatically and championship pathways are more open than ever. The assets that make a program great in 2026 might not be there in 2027.
Yakult Singapore drops orange flavour for peach – and the internet is divided
Yakult Singapore drops orange flavour for peach – and the internet is divided From July 2026, Yakult Singapore is making a huge change to its flavour line-up and the internet is divided. For the first time in over four decades, Yakult Singapore is making a change – one that has the internet divided. From July 2026, the familiar orange-flavoured Yakult will be phased out locally and replaced with peach instead, marking the first major flavour change since the Japanese probiotic milk beverage...
Men's Way-Too-Early Top 25: Kansas, UNC in after d...
Between the first and second editions of the Way-Too-Early Top 25 -- the night of the national championship game and April 27 -- there was massive player movement. More than 2,700 players entered the transfer portal, more than 90 of the top 100 transfers committed quickly and another 60 players entered the NBA draft. But in the month since, things have quieted -- though they're not fully settled just yet.