Topic
Healthcare & Bio AI
The latest AI xPress posts in Healthcare & Bio AI.
- Whole-slide pathology model trained on 335,645 images outperformed region-of-interest and slide foundation models on clinical tasks without fine-tuning
In a 2025 paper in Nature Medicine, researchers describe a model called TITAN that learns from whole-slide images and the language of pathology reports. A whole-slide image is a digital scan of an…
- A transformer model predicts rates of more than 1,000 diseases about as accurately as single-disease models
In a 2025 paper published in Nature, a peer-reviewed journal, researchers describe Delphi-2M, a model based on the GPT architecture, a transformer design that learns by predicting the next item in a…
- A deep-learning model with fewer trainable parameters classified breast ultrasound images more accurately than a standard method, a 2025 study reports
In a 2025 paper, researchers report that a deep-learning model called INLCL classified breast ultrasound images into benign and malignant groups more accurately than a Support Vector Machine, a…
- Transformer-based deep learning models predicted drug response with 91.2 percent accuracy
In a 2025 paper published in Drug Research, a peer-reviewed journal, researchers report that Transformer-based deep learning models predicted drug response with 91.2 percent accuracy. Deep learning…
- ResNet models detected breast cancer in ultrasound images with more than 99 percent accuracy in a 2025 study
In a 2025 paper, researchers applied variants of ResNet, a deep learning model that uses shortcut connections to help train very deep networks, to breast ultrasound images. The models classified the…
- Deep-learning method classifies mammograms as benign or malignant breast cancer with accuracy above 96 percent, a 2025 study reports
In a 2025 study, researchers report that a deep-learning method classified mammograms as benign or malignant breast cancer with accuracy above 96 percent. The method processes digital mammograms…
- AI-supported double reading detected more breast cancers than standard reading in German mammography screening
In a large German mammography screening program, women in the AI-supported group had a breast cancer detection rate of 6.7 per 1,000, compared with 5.7 per 1,000 for standard double reading without…
