Journal Article10.1016/j.semcancer.2022.12.009
Artificial intelligence-based multi-omics analysis fuels cancer precision medicine.
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TL;DR: In this article , the authors present state-of-the-art omics technologies and outline a roadmap of multi-omics integration analysis using an artificial intelligence strategy, especially concerning early cancer screening, diagnosis, response assessment, and prognosis prediction.
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About: This article is published in Seminars in Cancer Biology. The article was published on 01 Dec 2022. The article focuses on the topics: Medicine & Omics.
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Evaluating ChatGPT as an adjunct for the multidisciplinary tumor board decision-making in primary breast cancer cases.
Stefan Lukac,Davut Dayan,Visnja Fink,Elena Leinert,Andreas D. Hartkopf,Kristina Veselinovic,Wolfgang Janni,Brigitte Rack,Benedikt Heitmeir,Florian Ebner +9 more
TL;DR: A pilot study on 10 consecutive cases of breast cancer patients discussed in MDT shows that ChatGPT has the potential to find its spot in clinical medicine, but the current version is not able to provide specific recommendations for the therapy of patients with primary breast cancer.
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Recent advancements in artificial intelligence for breast cancer: Image augmentation, segmentation, diagnosis, and prognosis approaches.
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TL;DR: The challenges faced by AI in real-world applications, including data curating, model interpretability, and practice regulations, are concluded and it is expected that clinical implementation of AI will provide important guidance for the patient-tailored management.
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Novel research and future prospects of artificial intelligence in cancer diagnosis and treatment
Jin Xu,Jianhui Yang,Xianjun Yu +2 more
TL;DR: How artificial intelligence might be used in the detection, prognosis, and administration of cancer treatments and the use of the latest large language models such as ChatGPT in oncology clinics are described.
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Transforming Cardiovascular Care With Artificial Intelligence: From Discovery to Practice
Rohan Khera,Jessica Morley,Jessica Morley,Jessica Morley,Jessica Morley,Jessica Morley,Jessica Morley +6 more
TL;DR: AI has the potential to transform cardiovascular care across clinical practice and biomedical discovery, offering expanded access, precision, and effectiveness.
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Enhancing Head and Neck Tumor Management with Artificial Intelligence: Integration and Perspectives.
TL;DR: This article intends to scrutinize the cutting-edge advancements and prospective applications of AI in the realm of HNTs, elucidating AI's indispensable role in prevention, diagnosis, treatment, prognostication, research, and inter-sectoral integration.
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References
Comprehensive mapping of long-range interactions reveals folding principles of the human genome.
Erez Lieberman Aiden,Nynke L. van Berkum,Louise Williams,Maxim Imakaev,Tobias Ragoczy,Tobias Ragoczy,Agnes Telling,Agnes Telling,Ido Amit,Bryan R. Lajoie,Peter J. Sabo,Michael O. Dorschner,Richard Sandstrom,Bradley E. Bernstein,Bradley E. Bernstein,Michaël Bender,Mark Groudine,Mark Groudine,Andreas Gnirke,John A. Stamatoyannopoulos,Leonid A. Mirny,Eric S. Lander,Eric S. Lander,Job Dekker +23 more
TL;DR: Hi-C is described, a method that probes the three-dimensional architecture of whole genomes by coupling proximity-based ligation with massively parallel sequencing and demonstrates the power of Hi-C to map the dynamic conformations of entire genomes.
Radiomics: Images Are More than Pictures, They Are Data.
TL;DR: This report describes the process of radiomics, its challenges, and its potential power to facilitate better clinical decision making, particularly in the care of patients with cancer.
6.9K
Transposition of native chromatin for fast and sensitive epigenomic profiling of open chromatin, DNA-binding proteins and nucleosome position
TL;DR: The feasibility of analyzing an individual's epigenome on a timescale compatible with clinical decision-making is demonstrated and classes of DNA-binding factors that strictly avoided, could tolerate or tended to overlap with nucleosomes are discovered.
6.5K
The fundamental role of epigenetic events in cancer
Peter A. Jones,Stephen B. Baylin +1 more
TL;DR: This review discusses patterns of DNA methylation and chromatin structure in neoplasia and the molecular alterations that might cause them and/or underlie altered gene expression in cancer.
6K
Evolution and functions of long noncoding RNAs
TL;DR: The evolution of long noncoding RNAs and their roles in transcriptional regulation, epigenetic gene regulation, and disease are reviewed.
5K
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