AIMC Topic: Big Data

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A digital highway for data fluidity and data equity in precision medicine.

Biochimica et biophysica acta. Reviews on cancer May 29, 2021
Recent technological advances continue to expand the universe of big data in biomedicine along the four axes of variety, veracity, volume, and velocity, fueling innovations in research and discovery while transforming care delivery. These advances al...
Artificial Intelligence Machine Learning Precision Medicine Humans Big Data Data Mining Diffusion of Innovation
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Translational Applications of Artificial Intelligence and Machine Learning for Diagnostic Pathology in Lymphoid Neoplasms: A Comprehensive and Evolutive Analysis.

Biomolecules May 25, 2021
Genomic analysis and digitalization of medical records have led to a big data scenario within hematopathology. Artificial intelligence and machine learning tools are increasingly used to integrate clinical, histopathological, and genomic data in lymp...
Lymphoma, Non-Hodgkin Male Diagnosis, Computer-Assisted China Big Data United States Models, Biological Machine Learning Databases, Factual Female Humans
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Artificial intelligence in pathology and laboratory medicine.

Journal of clinical pathology May 24, 2021
Humans Artificial Intelligence Automation, Laboratory Pathology, Clinical Big Data Clinical Laboratory Techniques Data Mining
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Multiomic Big Data Analysis Challenges: Increasing Confidence in the Interpretation of Artificial Intelligence Assessments.

Analytical chemistry May 24, 2021
The need for holistic molecular measurements to better understand disease initiation, development, diagnosis, and therapy has led to an increasing number of multiomic analyses. The wealth of information available from multiomic assessments, however, ...
Data Analysis Big Data Artificial Intelligence
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Artificial intelligence extension of the OSCAR-IB criteria.

Annals of clinical and translational neurology May 19, 2021
Artificial intelligence (AI)-based diagnostic algorithms have achieved ambitious aims through automated image pattern recognition. For neurological disorders, this includes neurodegeneration and inflammation. Scalable imaging technology for big data ...
Retina Nervous System Diseases Cohort Studies Tomography, Optical Coherence Humans Artificial Intelligence Algorithms Big Data
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Application of Machine Learning in Translational Medicine: Current Status and Future Opportunities.

The AAPS journal May 18, 2021
The exponential increase in our ability to harness multi-dimensional biological and clinical data from experimental to real-world settings has transformed pharmaceutical research and development in recent years, with increasing applications of artifi...
Humans Machine Learning Big Data Precision Medicine Drug Discovery Drug Development Translational Science, Biomedical
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Moving Forward in the Next Decade: Radiation Oncology Sciences for Patient-Centered Cancer Care.

JNCI cancer spectrum May 17, 2021
In a time of rapid advances in science and technology, the opportunities for radiation oncology are undergoing transformational change. The linkage between and understanding of the physical dose and induced biological perturbations are opening entire...
Humans Artificial Intelligence Relative Biological Effectiveness Research Neoplasms Radiotherapy Big Data Hyperthermia, Induced Radiation Tolerance Radiopharmaceuticals Radiobiology Radiation Oncology Photochemotherapy Research Support as Topic Clinical Trials as Topic Patient-Centered Care Neutron Capture Therapy
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Martial Arts Routine Training Method Based on Artificial Intelligence and Big Data of Lactate Measurement.

Journal of healthcare engineering May 11, 2021
As a traditional Chinese sport, competitive martial arts routines have a long history. The competition rules are the unified norms and standards formulated for sports competitions. They are a yardstick for referees to judge the technical level and co...
Martial Arts Humans Big Data Artificial Intelligence Athletes Lactates
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Enterprise imaging and big data: A review from a medical physics perspective.

Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB) Apr 30, 2021
In recent years enterprise imaging (EI) solutions have become a core component of healthcare initiatives, while a simultaneous rise in big data has opened up a number of possibilities in how we can analyze and derive insights from large amounts of me...
Physics Humans Artificial Intelligence Big Data Diagnostic Imaging Workflow
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Artificial intelligence to deep learning: machine intelligence approach for drug discovery.

Molecular diversity Apr 12, 2021
Drug designing and development is an important area of research for pharmaceutical companies and chemical scientists. However, low efficacy, off-target delivery, time consumption, and high cost impose a hurdle and challenges that impact drug design a...
Chemistry Techniques, Synthetic Models, Molecular Data Mining Quantitative Structure-Activity Relationship Drug Development Support Vector Machine Artificial Intelligence Machine Learning Drug Discovery Algorithms Research Design Humans Deep Learning Animals Big Data Drug Design
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