FDA Grants De Novo Classification to Claria Medical for Device Designed to Improve Safety and Efficiency of Hysterectomy Procedures

Claria Medical today announced that its Claria System, a device for facilitating safe and efficient tissue extraction for minimally invasive hysterectomies, has received FDA marketing authorization ...
IEEE

Efficient kNN Classification With Different Numbers of Nearest Neighbors

Abstract: k nearest neighbor (kNN) method is a popular classification method in data mining and statistics because of its simple implementation and significant classification performance. However, it ...

Google's TabFM skips per-dataset training and still predicts on tables it's never seen

Google's TabFM skips per-dataset training and still predicts on unseen tables, matching tuned baselines and cutting pipeline ...

Wrap Technologies (NASDAQ: WRAP) Highlights Strategic Transformation in Letter to Stockholders

Wrap Technologies (NASDAQ: WRAP) issued a letter to stockholders outlining its strategy to evolve from a single-product ...
JD Supra

IP Hot Topic: Incident to the Very Nature of Machine Learning – Federal Circuit Says Training Data Alone Won’t Rescue AI Patent Claims

On July 7, 2026, the Federal Circuit affirmed summary judgment that claims of two machine learning patents covering orthodontic image analysis ...
IEEE

A Hybrid Belief Rule-Based Classification System Based on Uncertain Training Data and Expert Knowledge

Abstract: In some real-world classification applications, such as target recognition, both training data collected by sensors and expert knowledge may be available. These two types of information are ...
The Straits Times

Refreshed NS medical classification system to take effect from October 2027

SINGAPORE - Full-time national servicemen (NSFs) will soon be able to take on a wider range of vocations than they would have been eligible for in the past following changes to the medical ...
GitHub

char_rnn_classification_tutorial.py

This tutorials is part of a three-part series: * `NLP From Scratch: Classifying Names with a Character-Level RNN <https://pytorch.org/tutorials/intermediate/char_rnn ...
Nursing Times

Understand the causes and classifications of pressure ulcers, and how to prevent them

This learning unit will help nurses identify the causes and classifications of pressure ulcers, how to conduct a skin assessment and techniques to minimise a patient's risk of developing a pressure ...