Cargando…

Medical Professional Enhancement Using Explainable Artificial Intelligence in Fetal Cardiac Ultrasound Screening

Diagnostic support tools based on artificial intelligence (AI) have exhibited high performance in various medical fields. However, their clinical application remains challenging because of the lack of explanatory power in AI decisions (black box problem), making it difficult to build trust with medi...

Descripción completa

Detalles Bibliográficos
Autores principales:	Sakai, Akira, Komatsu, Masaaki, Komatsu, Reina, Matsuoka, Ryu, Yasutomi, Suguru, Dozen, Ai, Shozu, Kanto, Arakaki, Tatsuya, Machino, Hidenori, Asada, Ken, Kaneko, Syuzo, Sekizawa, Akihiko, Hamamoto, Ryuji
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8945208/ https://www.ncbi.nlm.nih.gov/pubmed/35327353 http://dx.doi.org/10.3390/biomedicines10030551

Ejemplares similares

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

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)

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)

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)

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

Analysis of super-enhancer using machine learning and its application to medical biology
por: Hamamoto, Ryuji, 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)

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)

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

Application of Artificial Intelligence Technology in Oncology: Towards the Establishment of Precision Medicine
por: Hamamoto, Ryuji, et al.
Publicado: (2020)

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)

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

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

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

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

Genome-Wide Chromatin Analysis of FFPE Tissues Using a Dual-Arm Robot with Clinical Potential
por: Kaneko, Syuzo, 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)

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

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

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)

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)

Does maternal oxygen administration during non-reassuring fetal status affect the umbilical artery gas measures and neonatal outcomes?
por: Goda, Mayuko, et al.
Publicado: (2023)

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)

A case of a surviving co-twin diagnosed with porencephaly and renal hypoplasia after a single intrauterine fetal death at 21 weeks of gestation in a monochorionic monoamniotic twin pregnancy
por: Machino, Hidenori, et al.
Publicado: (2017)

Maternal Smoking History Enhances the Expression of Placental Growth Factor in Invasive Trophoblasts at Early Gestation Despite Cessation of Smoking
por: Kawashima, Akihiro, et al.
Publicado: (2015)

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)

Predictive model for the preoperative assessment and prognostic modeling of lymph node metastasis in endometrial cancer
por: Asami, Yuka, et al.
Publicado: (2022)

Clinical characteristics of pregnant women with COVID-19 in Japan: a nationwide questionnaire survey
por: Arakaki, Tatsuya, et al.
Publicado: (2021)

Current status of community-acquired infection of COVID-19 in delivery facilities in Japan
por: Hasegawa, Junichi, et al.
Publicado: (2021)

Risk factors for severe disease and impact of severity on pregnant women with COVID-19: a case–control study based on data from a nationwide survey of maternity services in Japan
por: Arakaki, Tatsuya, et al.
Publicado: (2022)

C11orf95-RELA fusion drives aberrant gene expression through the unique epigenetic regulation for ependymoma formation
por: Ozawa, Tatsuya, et al.
Publicado: (2021)

Publisher Correction to: C11orf95-RELA fusion drives aberrant gene expression through the unique epigenetic regulation for ependymoma formation
por: Ozawa, Tatsuya, et al.
Publicado: (2021)

Utility of molecular subtypes and genetic alterations for evaluating clinical outcomes in 1029 patients with endometrial cancer
por: Asami, Yuka, et al.
Publicado: (2023)

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

Upside-Down and Inside-Out Signs in Uterine Inversion
por: Kawano, Haruka, et al.
Publicado: (2016)

Dry textile electrode for ambulatory monitoring after catheter ablation of atrial fibrillation: A pilot study of simultaneous comparison to the Holter electrocardiogram
por: Machino, Takeshi, et al.
Publicado: (2022)

Engraftment potential of maternal adipose-derived stem cells for fetal transplantation
por: Kawashima, Akihiro, et al.
Publicado: (2020)

High Dose of Pegylated Interferon for the Treatment of Chronic Hepatitis B in Children Infected With Genotype C
por: Komatsu, Haruki, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_hgtn37miudsl54id4aj8vct4ek