Cargando…

Application of Artificial Intelligence Technology in Oncology: Towards the Establishment of Precision Medicine

SIMPLE SUMMARY: Artificial intelligence (AI) technology has been advancing rapidly in recent years and is being implemented in society. The medical field is no exception, and the clinical implementation of AI-equipped medical devices is steadily progressing. In particular, AI is expected to play an...

Descripción completa

Detalles Bibliográficos
Autores principales:	Hamamoto, Ryuji, Suvarna, Kruthi, Yamada, Masayoshi, Kobayashi, Kazuma, Shinkai, Norio, Miyake, Mototaka, Takahashi, Masamichi, Jinnai, Shunichi, Shimoyama, Ryo, Sakai, Akira, Takasawa, Ken, Bolatkan, Amina, Shozu, Kanto, Dozen, Ai, Machino, Hidenori, Takahashi, Satoshi, Asada, Ken, Komatsu, Masaaki, Sese, Jun, Kaneko, Syuzo
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2020
Materias:	Review
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7760590/ https://www.ncbi.nlm.nih.gov/pubmed/33256107 http://dx.doi.org/10.3390/cancers12123532

Ejemplares similares

Epigenetic Mechanisms Underlying COVID-19 Pathogenesis
por: Kaneko, Syuzo, et al.
Publicado: (2021)

Application of Artificial Intelligence in COVID-19 Diagnosis and Therapeutics
por: Asada, Ken, et al.
Publicado: (2021)

Predicting Deep Learning Based Multi-Omics Parallel Integration Survival Subtypes in Lung Cancer Using Reverse Phase Protein Array Data
por: Takahashi, Satoshi, et al.
Publicado: (2020)

Single-Cell Analysis Using Machine Learning Techniques and Its Application to Medical Research
por: Asada, Ken, et al.
Publicado: (2021)

Downregulation of METTL6 mitigates cell progression, migration, invasion and adhesion in hepatocellular carcinoma by inhibiting cell adhesion molecules
por: Bolatkan, Amina, et al.
Publicado: (2021)

Integrated Analysis of Whole Genome and Epigenome Data Using Machine Learning Technology: Toward the Establishment of Precision Oncology
por: Asada, Ken, et al.
Publicado: (2021)

Application of non-negative matrix factorization in oncology: one approach for establishing precision medicine
por: Hamamoto, Ryuji, et al.
Publicado: (2022)

Repression of the PRELP gene is relieved by histone deacetylase inhibitors through acetylation of histone H2B lysine 5 in bladder cancer
por: Shozu, Kanto, et al.
Publicado: (2022)

Critical Roles of N(6)-Methyladenosine (m(6)A) in Cancer and Virus Infection
por: Asada, Ken, et al.
Publicado: (2020)

Towards Clinical Application of Artificial Intelligence in Ultrasound Imaging
por: Komatsu, Masaaki, et al.
Publicado: (2021)

Tumor Suppressive Role of the PRELP Gene in Ovarian Clear Cell Carcinoma
por: Dozen, Ai, et al.
Publicado: (2022)

Analysis of super-enhancer using machine learning and its application to medical biology
por: Hamamoto, Ryuji, et al.
Publicado: (2023)

Uncovering Prognosis-Related Genes and Pathways by Multi-Omics Analysis in Lung Cancer
por: Asada, Ken, et al.
Publicado: (2020)

Medical Professional Enhancement Using Explainable Artificial Intelligence in Fetal Cardiac Ultrasound Screening
por: Sakai, Akira, et al.
Publicado: (2022)

Epigenetics Analysis and Integrated Analysis of Multiomics Data, Including Epigenetic Data, Using Artificial Intelligence in the Era of Precision Medicine
por: Hamamoto, Ryuji, et al.
Publicado: (2019)

Image Segmentation of the Ventricular Septum in Fetal Cardiac Ultrasound Videos Based on Deep Learning Using Time-Series Information
por: Dozen, Ai, et al.
Publicado: (2020)

Model-Agnostic Method for Thoracic Wall Segmentation in Fetal Ultrasound Videos
por: Shozu, Kanto, et al.
Publicado: (2020)

Observing deep radiomics for the classification of glioma grades
por: Kobayashi, Kazuma, et al.
Publicado: (2021)

Integrative analysis reveals early epigenetic alterations in high-grade serous ovarian carcinomas
por: Machino, Hidenori, et al.
Publicado: (2023)

The metabolic stress-activated checkpoint LKB1-MARK3 axis acts as a tumor suppressor in high-grade serous ovarian carcinoma
por: Machino, Hidenori, et al.
Publicado: (2022)

Introducing AI to the molecular tumor board: one direction toward the establishment of precision medicine using large-scale cancer clinical and biological information
por: Hamamoto, Ryuji, et al.
Publicado: (2022)

Assessing Versatile Machine Learning Models for Glioma Radiogenomic Studies across Hospitals
por: Kawaguchi, Risa K., et al.
Publicado: (2021)

Deregulation of the Histone Lysine-Specific Demethylase 1 Is Involved in Human Hepatocellular Carcinoma
por: Kim, Sangchul, et al.
Publicado: (2019)

Genome-Wide Chromatin Analysis of FFPE Tissues Using a Dual-Arm Robot with Clinical Potential
por: Kaneko, Syuzo, et al.
Publicado: (2021)

Fully-Connected Neural Networks with Reduced Parameterization for Predicting Histological Types of Lung Cancer from Somatic Mutations
por: Kobayashi, Kazuma, et al.
Publicado: (2020)

A New Era of Neuro-Oncology Research Pioneered by Multi-Omics Analysis and Machine Learning
por: Takahashi, Satoshi, et al.
Publicado: (2021)

Automated Endocardial Border Detection and Left Ventricular Functional Assessment in Echocardiography Using Deep Learning
por: Ono, Shunzaburo, et al.
Publicado: (2022)

The Development of a Skin Cancer Classification System for Pigmented Skin Lesions Using Deep Learning
por: Jinnai, Shunichi, et al.
Publicado: (2020)

Fine-Tuning Approach for Segmentation of Gliomas in Brain Magnetic Resonance Images with a Machine Learning Method to Normalize Image Differences among Facilities
por: Takahashi, Satoshi, et al.
Publicado: (2021)

EPEN-41. C11orf95-RELA FUSION REGULATES ABERRANT GENE EXPRESSION THROUGH THE UNIQUE GENOMIC BINDING SITES FOR EPENDYMOMA FORMATION
por: Ozawa, Tatsuya, et al.
Publicado: (2020)

Slit2 signaling stimulates Ewing sarcoma growth
por: Suvarna, Kruthi, et al.
Publicado: (2022)

Type 1 diabetes associated with immune checkpoint inhibitors for malignant melanoma: A case report and review of 8 cases
por: Ishiguro, Akihiro, et al.
Publicado: (2022)

Identification of a small‐molecule ligand of β‐arrestin1 as an inhibitor of stromal fibroblast cell migration accelerated by cancer cells
por: Suvarna, Kruthi, et al.
Publicado: (2018)

The histone methyltransferase WHSC1 is regulated by EZH2 and is important for ovarian clear cell carcinoma cell proliferation
por: Kojima, Machiko, et al.
Publicado: (2019)

Multiomics data analysis workflow to assess severity in longitudinal plasma samples of COVID-19 patients
por: Rajoria, Sakshi, et al.
Publicado: (2022)

Anorexigenic Effects of Intermittent Hypoxia on the Gut—Brain Axis in Sleep Apnea Syndrome
por: Shobatake, Ryogo, et al.
Publicado: (2021)

The Impact of Intermittent Hypoxia on Metabolism and Cognition
por: Shobatake, Ryogo, et al.
Publicado: (2022)

Development of a real-time endoscopic image diagnosis support system using deep learning technology in colonoscopy
por: Yamada, Masayoshi, et al.
Publicado: (2019)

A discrimination model by machine learning to avoid gastrectomy for early gastric cancer
por: Hayashi, Tsutomu, et al.
Publicado: (2023)

Epigenetic Modifier SETD8 as a Therapeutic Target for High-Grade Serous Ovarian Cancer
por: Wada, Miku, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_fp2bgc8kj6l7o9nb1nl6tigmi5