AIMC Topic: Precision Medicine
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The Coming of Age of AI/ML in Drug Discovery, Development, Clinical Testing, and Manufacturing: The FDA Perspectives.
Drug design, development and therapy
Sep 6, 2023
Artificial intelligence (AI) and machine learning (ML) represent significant advancements in computing, building on technologies that humanity has developed over millions of years-from the abacus to quantum computers. These tools have reached a pivot...
Artificial intelligence (AI) and machine learning (ML) in precision oncology: a review on enhancing discoverability through multiomics integration.
The British journal of radiology
Sep 3, 2023
Multiomics data including imaging radiomics and various types of molecular biomarkers have been increasingly investigated for better diagnosis and therapy in the era of precision oncology. Artificial intelligence (AI) including machine learning (ML) ...
Data-driven decision-making for precision diagnosis of digestive diseases.
Biomedical engineering online
Sep 1, 2023
Modern omics technologies can generate massive amounts of biomedical data, providing unprecedented opportunities for individualized precision medicine. However, traditional statistical methods cannot effectively process and utilize such big data. To ...
Artificial intelligence in rare disease diagnosis and treatment.
Clinical and translational science
Aug 30, 2023
Artificial intelligence (AI) utilization in health care has grown over the past few years. It also has demonstrated potential in improving the efficiency of diagnosis and treatment. Some types of AI, such as machine learning, allow for the efficient ...
Deep learning transforms colorectal cancer biomarker prediction from histopathology images.
Cancer cell
Aug 30, 2023
Artificial intelligence (AI) is rapidly gaining interest in medicine, including pathological assessments for personalized medicine. In this issue of Cancer Cell, Wagner et al. demonstrate superior accuracy of transformer-based deep learning in predic...
Artificial intelligence for dementia genetics and omics.
Alzheimer's & dementia : the journal of the Alzheimer's Association
Aug 22, 2023
Genetics and omics studies of Alzheimer's disease and other dementia subtypes enhance our understanding of underlying mechanisms and pathways that can be targeted. We identified key remaining challenges: First, can we enhance genetic studies to addre...
Current state and prospects of artificial intelligence in allergy.
Allergy
Aug 16, 2023
The field of medicine is witnessing an exponential growth of interest in artificial intelligence (AI), which enables new research questions and the analysis of larger and new types of data. Nevertheless, applications that go beyond proof of concepts ...
Application of Intelligent Medical Sensing Technology.
Biosensors
Aug 13, 2023
With the popularization of intelligent sensing and the improvement of modern medical technology, intelligent medical sensing technology has emerged as the times require. This technology combines basic disciplines such as physics, mathematics, and mat...
Artificial intelligence in cancer pathology: Challenge to meet increasing demands of precision medicine.
International journal of oncology
Aug 4, 2023
Clinical efforts on precision medicine are driving the need for accurate diagnostic, new prognostic and novel drug predictive assays to inform patient selection and stratification for disease treatment. Accumulating evidence suggests that a combinati...
Deep learning exploration of single-cell and spatially resolved cancer transcriptomics to unravel tumour heterogeneity.
Computers in biology and medicine
Jul 18, 2023
Tumour heterogeneity is one of the critical confounding aspects in decoding tumour growth. Malignant cells display variations in their gene transcription profiles and mutation spectra even when originating from a single progenitor cell. Single-cell a...
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