Proteome analysis with artificial intelligence has made it possible to create a catalog of all possible missense mutations in the human genome to predict diseases. The new Alphamissense tool from the technology company Google Deepmind, available online, will allow scientists to refine diagnoses and design more tailored treatment strategies for patients suffering from pathologies associated with these variants.
With one program in the clinic and another not far behind, Generate Biomedicines Inc. raised $273 million in a series C financing to advance its generative biology platform. It is one of the largest venture capital (VC) rounds for a U.S. company in 2023. Funds will go toward advancing the Somerville, Mass.-based company’s 17 pipeline programs, including the filing of multiple IND applications in 2024.
The U.K. government continues to pump money into research projects focusing on the use of artificial intelligence (AI) in health care as it looks to technology to help diagnose and treat patients. It provided £2 million (US$2.5 million) in funding to test innovative ways to tackle cancers with poor survival rates.
At the same time it reported U.S. FDA clearance for bedside software to diagnose electrographic status epilepticus (ESE) seizures, Ceribell Inc. declared Claritypro the first ICU monitoring device to receive an NTAP reimbursement from the Centers for Medicare and Medicaid Services. The clearance of Claritypro to diagnose ESE follows receipt of an FDA breakthrough device designation in two different categories in the past year, setting the stage, Ceribell CEO Jane Chao told BioWorld, for expanded access to critical seizure diagnosis technology.
The U.S. FDA’s position on predetermined change control protocols (PCCPs) is still in draft form, even though at least one company has won a marketing authorization with a PCCP attached to the underlying artificial intelligence (AI) algorithm. While the agency is still on the fence about a PCCP that incorporates a potential change in the indication for use, regulatory attorney Brigid DeCoursey Bondoc told BioWorld that industry should not reflexively avoid proposing a PCCP with a such change so long as the proposal includes answers to the questions the FDA is sure to ask.
By using machine learning techniques to scour electronic health records, researchers have identified individuals who were likely to have binge eating disorder (BED) but had not received a formal diagnosis. Genomewide association studies including such patients enabled the investigators to identify several risk variants that were correlated with BED irrespective of body mass index (BMI), which covaries with BED and is a potential confounding factor.
A research team from Leipzig University, the Max Planck Institute and Heidelberg University, all in Germany, devised a new segmentation algorithm for stroke lesions that improves upon previous methods. They used machine-learning models to effect CT image segmentation in the early stages of acute stroke. The research team published their findings on the fully convolutional graph network in July in the Journal of Medical Imaging.
A research team from Leipzig University, the Max Planck Institute and Heidelberg University, all in Germany, devised a new segmentation algorithm for stroke lesions that improves upon previous methods. They used machine-learning models to effect CT image segmentation in the early stages of acute stroke. The research team published their findings on the fully convolutional graph network in July in the Journal of Medical Imaging.
Medical device company Know Labs Inc. reported results from a new study showing that continued algorithm refinement combined with more high-quality data significantly increased the accuracy of its Body-Radio Frequency Identification, or Bio-RFID, sensor technology to measure and detect changes in blood glucose levels.
Novigenix SA reported interim European validation data for its whole blood RNA signature for early detection of precancerous colorectal lesions. The data was presented in early July at the European Society for Medical Oncology (ESMO) World Congress on Gastrointestinal Cancer in Barcelona.
