Cargando…

Artificial intelligence predicts the progression of diabetic kidney disease using big data machine learning

Artificial intelligence (AI) is expected to support clinical judgement in medicine. We constructed a new predictive model for diabetic kidney diseases (DKD) using AI, processing natural language and longitudinal data with big data machine learning, based on the electronic medical records (EMR) of 64...

Descripción completa

Detalles Bibliográficos
Autores principales:	Makino, Masaki, Yoshimoto, Ryo, Ono, Masaki, Itoko, Toshinari, Katsuki, Takayuki, Koseki, Akira, Kudo, Michiharu, Haida, Kyoichi, Kuroda, Jun, Yanagiya, Ryosuke, Saitoh, Eiichi, Hoshinaga, Kiyotaka, Yuzawa, Yukio, Suzuki, Atsushi
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2019
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6694113/ https://www.ncbi.nlm.nih.gov/pubmed/31413285 http://dx.doi.org/10.1038/s41598-019-48263-5

Ejemplares similares

Increasing tendency of urine protein is a risk factor for rapid eGFR decline in patients with CKD: A machine learning-based prediction model by using a big database
por: Inaguma, Daijo, et al.
Publicado: (2020)

Development of a machine learning-based prediction model for extremely rapid decline in estimated glomerular filtration rate in patients with chronic kidney disease: a retrospective cohort study using a large data set from a hospital in Japan
por: Inaguma, Daijo, et al.
Publicado: (2022)

Renal Autotransplantation and Extracorporeal Nephron-Sparing Surgery for De Novo Renal Cell Carcinoma in a Kidney Allograft
por: Ono, Shinichiro, et al.
Publicado: (2017)

Suture Anchor Repair for a Medial Meniscus Posterior Root Tear Combined With Arthroscopic Meniscal Centralization and Open Wedge High Tibial Osteotomy
por: Nakamura, Ryuichi, et al.
Publicado: (2018)

Additional distal femoral osteotomy for insufficient correction after high tibial osteotomy
por: Nakamura, Ryuichi, et al.
Publicado: (2018)

Open Wedge High Tibial Osteotomy with Pes Anserinus Preservation and Insertion of Bone Substitutes
por: Nakamura, Ryuichi, et al.
Publicado: (2021)

Antibodies to MHC Class II Molecules Induce Autoimmunity: Critical Role for Macrophages in the Immunopathogenesis of Obliterative Airway Disease
por: Takenaka, Masashi, et al.
Publicado: (2012)

Femoral-varus tibial-valgus osteotomy (FVTVO) for neutrally-aligned knee osteoarthritis with severe joint line obliquity enables return to sports activities: A case series study
por: Nakamura, Ryuichi, et al.
Publicado: (2023)

Evaluation of the influence of the C-X-C motif chemokine ligand 12 / C-X-C chemokine receptor 4 axis on canine mammary gland tumor cell migration
por: KUDO, Ayano, et al.
Publicado: (2023)

High tibial osteotomy solely for the purpose of return to lifelong sporting activities among elderly patients: A case series study
por: Nakamura, Ryuichi, et al.
Publicado: (2019)

Around-knee osteotomy conversion for failed high tibial osteotomy: Re-correction high tibial osteotomy and additional distal femoral osteotomy may enable return to sporting activities
por: Nakamura, Ryuichi, et al.
Publicado: (2022)

Pathologically Verified Corticobasal Degeneration Mimicking Richardson's Syndrome Coexisting with Clinically and Radiologically Shunt‐Responsive Normal Pressure Hydrocephalus
por: Saitoh, Yuji, et al.
Publicado: (2022)

Evasion of vaccine-induced humoral immunity by emerging sub-variants of SARS-CoV-2
por: Koyama, Takahiko, et al.
Publicado: (2022)

An Affordable, User-friendly Telerehabilitation System Assembled Using Existing Technologies for Individuals Isolated With COVID-19: Development and Feasibility Study
por: Mukaino, Masahiko, et al.
Publicado: (2020)

Targeted proteomics reveals promising biomarkers of disease activity and organ involvement in antineutrophil cytoplasmic antibody-associated vasculitis
por: Ishizaki, Jun, et al.
Publicado: (2017)

Closed Wedge Distal Femoral Osteotomy with a Polyaxial Locking Plate Designed for the Proximal Tibia: Minimum 5-Year Outcomes
por: Nakamura, Ryuichi, et al.
Publicado: (2017)

Wearable Power-Assist Locomotor for Gait Reconstruction in Patients With Spinal Cord Injury: A Retrospective Study
por: Koyama, Soichiro, et al.
Publicado: (2022)

Nitric oxide is associated with fracture risk in Japanese women
por: Shiraki, Masataka, et al.
Publicado: (2023)

Trapezius Muscle Load, Heart Rate and Time Pressure during Day and Night Shift in Swiss and Japanese Nurses
por: NICOLETTI, Corinne, et al.
Publicado: (2014)

Prediction model of acute kidney injury induced by cisplatin in older adults using a machine learning algorithm
por: Okawa, Takaya, et al.
Publicado: (2022)

Relationship between glass transition temperature, and desiccation and heat tolerance in Salmonella enterica
por: Lee, Kyeongmin, et al.
Publicado: (2020)

COVID-19: clinical issues from the Japan Surgical Society
por: Mori, Masaki, et al.
Publicado: (2020)

Differential volume reductions in the subcortical, limbic, and brainstem structures associated with behavior in Prader–Willi syndrome
por: Yamada, Kenichi, et al.
Publicado: (2022)

Arachnoid Cyst in the Middle Cranial Fossa Presenting with Pulsatile Exophthalmos: Case Report and Literature Review
por: SAITO, Atsushi, et al.
Publicado: (2014)

Quantitative Approaches to Assess Key Carcinogenic Events of Genotoxic Carcinogens
por: Fukushima, Shoji, et al.
Publicado: (2018)

CNOT3 contributes to early B cell development by controlling Igh rearrangement and p53 mRNA stability
por: Inoue, Takeshi, et al.
Publicado: (2015)

Conversion of T cells to B cells by inactivation of polycomb-mediated epigenetic suppression of the B-lineage program
por: Ikawa, Tomokatsu, et al.
Publicado: (2016)

NPWTi allows safe delayed free flap repair of Gustilo IIIb injuries: A prospective case series
por: Matsumine, Hajime, et al.
Publicado: (2021)

Muscle size of individual hip extensors in sprint runners: Its relation to spatiotemporal variables and sprint velocity during maximal velocity sprinting
por: Takahashi, Katsuki, et al.
Publicado: (2021)

Identification of the Specific Interactors of the Human Lariat RNA Debranching Enzyme 1 Protein
por: Masaki, So, et al.
Publicado: (2015)

Hepatic methotrexate-associated lymphoproliferative disorders identified by multiple liver tumors: a case report and review of the literature
por: Ono, Ryohei, et al.
Publicado: (2019)

Solitary fibrous tumor resembling pulmonary fractionation disease: A case report
por: Yoshino, Ryusei, et al.
Publicado: (2023)

Implementation of evacuation measures during natural disasters under conditions of the novel coronavirus (COVID-19) pandemic based on a review of previous responses to complex disasters in Japan
por: Sakamoto, Masashi, et al.
Publicado: (2020)

Successful sparing approach between the ascending aorta and the main pulmonary artery to the giant coronary aneurysm of the left main coronary artery
por: Nakamura, Ken, et al.
Publicado: (2020)

Determination of Plasmid pSN1216-29 Host Range and the Similarity in Oligonucleotide Composition Between Plasmid and Host Chromosomes
por: Tokuda, Maho, et al.
Publicado: (2020)

Molecular and Epidemiological Characterization of Emerging Immune-Escape Variants of SARS-CoV-2
por: Miyakawa, Kei, et al.
Publicado: (2022)

A canine case of malignant melanoma carrying a KIT c.1725_1733del mutation treated with toceranib: a case report and in vitro analysis
por: Tani, Hiroyuki, et al.
Publicado: (2021)

Adding links on minimum degree and longest distance strategies for improving network robustness and efficiency
por: Chujyo, Masaki, et al.
Publicado: (2022)

Quantification of speech and synchrony in the conversation of adults with autism spectrum disorder
por: Ochi, Keiko, et al.
Publicado: (2019)

Molecular Biologic Approach to the Diagnosis of Pancreatic Carcinoma Using Specimens Obtained by EUS-Guided Fine Needle Aspiration
por: Kato, Kiyohito, et al.
Publicado: (2012)

Cannot write session to /tmp/vufind_sessions/sess_gisi5vuk58kcgtcjsrhbsq6dk3