AIMC Topic: Precision Medicine
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A machine-learning based model for automated recommendation of individualized treatment of rifampicin-resistant tuberculosis.
PloS one
Sep 6, 2024
BACKGROUND: Rifampicin resistant tuberculosis remains a global health problem with almost half a million new cases annually. In high-income countries patients empirically start a standardized treatment regimen, followed by an individualized regimen g...
Machine learning tool for predicting mature oocyte yield and trigger day from start of stimulation: towards personalized treatment.
Reproductive biomedicine online
Sep 4, 2024
RESEARCH QUESTION: Can machine learning tools predict the number of metaphase II (MII) oocytes and trigger day at the start of the ovarian stimulation cycle?
Artificial Intelligence and cancer: Profile of registered clinical trials.
Journal of cancer policy
Sep 4, 2024
Artificial Intelligence (AI) has made significant strides due to advancements in processing algorithms and data availability. Recent years have shown a resurgence in AI, driven by breakthroughs in deep machine learning. AI has attracted particular in...
Generative AI in oncological imaging: Revolutionizing cancer detection and diagnosis.
Oncotarget
Sep 4, 2024
Generative AI is revolutionizing oncological imaging, enhancing cancer detection and diagnosis. This editorial explores its impact on expanding datasets, improving image quality, and enabling predictive oncology. We discuss ethical considerations and...
Inflammatory bowel disease genomics, transcriptomics, proteomics and metagenomics meet artificial intelligence.
United European gastroenterology journal
Aug 31, 2024
Various extrinsic and intrinsic factors such as drug exposures, antibiotic treatments, smoking, lifestyle, genetics, immune responses, and the gut microbiome characterize ulcerative colitis and Crohn's disease, collectively called inflammatory bowel ...
Artificial intelligence for response prediction and personalisation in radiation oncology.
Strahlentherapie und Onkologie : Organ der Deutschen Rontgengesellschaft ... [et al]
Aug 30, 2024
Artificial intelligence (AI) systems may personalise radiotherapy by assessing complex and multifaceted patient data and predicting tumour and normal tissue responses to radiotherapy. Here we describe three distinct generations of AI systems, namely ...
Neural shape completion for personalized Maxillofacial surgery.
Scientific reports
Aug 27, 2024
In this paper, we investigate the effectiveness of shape completion neural networks as clinical aids in maxillofacial surgery planning. We present a pipeline to apply shape completion networks to automatically reconstruct complete eumorphic 3D meshes...
Artificial intelligence: A transformative tool in precision oncology.
Oncotarget
Aug 26, 2024
Artificial intelligence (AI) is revolutionizing society and healthcare, offering new possibilities for precision medicine. Immunotherapy in oncology (IO) has similarly transformed cancer treatment through novel mechanisms of therapeutic action, but h...
Research on biomarkers using innovative artificial intelligence systems in breast cancer.
International journal of clinical oncology
Aug 24, 2024
Cancer is highly diverse and heterogeneous. Accurate and rapid analysis of the characteristics of individual cancer cells, using a complex array of big data that includes various clinicopathological features and molecular mechanisms, is crucial for a...
Advancing toward precision migraine treatment: Predicting responses to preventive medications with machine learning models based on patient and migraine features.
Headache
Aug 23, 2024
OBJECTIVE: To develop machine learning models using patient and migraine features that can predict treatment responses to commonly used migraine preventive medications.
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