Top Highlights: The Latest Data-Related News Headlines
In the realm of technology, artificial intelligence (AI) continues to make significant strides, transforming various sectors, including healthcare and disaster response.
Researchers at the University of California, San Francisco, and Montefiore Medical Center in New York have developed an AI system that utilises data from wearables to predict health outcomes and the likelihood of unplanned hospitalisation for cancer patients within the next week. Meanwhile, in the world of music, Taylor Swift and Snapchat have partnered to create augmented reality lenses for Swift's latest album, Midnights. Two of the lenses display artwork from her album cover on iconic clocks: Big Ben in London and Grand Central Terminal's clock in New York City.
In the realm of healthcare, AI-powered tools have demonstrated high effectiveness in identifying Monkeypox (Mpox) infections. According to recent studies, these tools have achieved classification accuracies exceeding 90%, outperforming traditional methods in speed and scalability. A ResNet50v2-based model, for instance, classified Mpox lesions versus similar skin conditions with 99.33% accuracy, focusing on relevant diagnostic features. Vision Transformers (ViTs) fine-tuned on Mpox lesion datasets have achieved 94.2% accuracy and an AUC of 0.948, showing better feature transferability and interpretability.
Other pre-trained CNN architectures, such as VGG16, VGG19, InceptionV3, and MobileNetV2, have shown strong early detection performance. Symptom-based machine learning classifiers integrating explainable AI have attained around 89% accuracy in early Mpox detection, enabling rapid decision support for healthcare workers during outbreaks. Beyond diagnostic accuracy, AI assists in outbreak prediction, healthcare resource planning, and novel test development, enhancing comprehensive public health responses to Mpox and related infectious diseases.
In the realm of disaster response, the United States and Switzerland are partnering to advance research in quantum information science and technology, focusing on applications in quantum computing, networking, and sensing. Hong Kong's Fire Services Department is using an AI system and drones to locate missing hikers. Similarly, an AI system can identify people in drone images and inform first responders of their location, shortening the typical drone image review process from eight hours to around two hours.
Interestingly, the region most affected by tornadoes, known as tornado alley, has shifted eastward from the Central Plains to the Mid-South and Ohio Valley regions. Researchers at Northern Illinois University are using a supercomputer to model extreme weather events and tornado supercell development.
These advancements highlight the potential of AI to revolutionise various sectors, from healthcare to disaster response, offering rapid, accurate, and interpretable solutions that can augment traditional methods and improve overall outcomes.
- Artificial Intelligence (AI) systems are being developed in the medical-conditions sector to predict unplanned hospitalisation for cancer patients, utilizing data from wearables.
- In the music industry, AI is being utilized for data visualization, as seen in Taylor Swift's partnership with Snapchat to create augmented reality lenses for her latest album, Midnights.
- In the field of science, AI has shown high effectiveness in identifying Monkeypox (Mpox) infections, exceeding 90% classification accuracy and outperforming traditional methods.
- Research in environmental-science is focusing on climate-change, with quantum information science and technology being advanced by partnerships between the US and Switzerland.
- AI is also being used in the health-and-wellness sector for disaster response, such as locating missing hikers by Hong Kong's Fire Services Department using AI systems and drones.
- In the realm of science, AI is being used to model extreme weather events and tornado supercell development, as researchers at Northern Illinois University are employing a supercomputer for these purposes.
