Research graph
References from Energy landscape analysis and time-series clustering analysis of patient state multistability related to rheumatoid arthritis drug treatment: The KURAMA cohort study. Local targets link to admitted publications; unresolved targets remain external evidence.
Unresolved reference
2020 · External reference
Unresolved reference
2022 · External reference
Unresolved reference
2021 · External reference
Treating rheumatoid arthritis to target: recommendations of an international task force
10.1136/ard.2009.123919 · 2010 · External reference
Rheumatoid arthritis.
10.1016/s0140-6736(10)60826-4 · 2010 · External reference
EULAR definition of difficult-to-treat rheumatoid arthritis
10.1136/annrheumdis-2020-217344 · 2021 · External reference
Pharmacological and non-pharmacological therapeutic strategies in difficult-to-treat rheumatoid arthritis: a systematic literature review informing the EULAR recommendations for the management of difficult-to-treat rheumatoid arthritis.
10.1136/rmdopen-2020-001512 · 2021 · External reference
Prevalence and predictive factors of difficult-to-treat rheumatoid arthritis: the KURAMA cohort.
10.1080/25785826.2021.1928383 · 2022 · External reference
Unresolved reference
2018 · External reference
Real-world evidence research based on big data: motivation-challenges-success factors.
10.1007/s00761-018-0358-3 · 2018 · External reference
Real-world evidence-current developments and perspectives
10.3390/ijerph191610159 · 2022 · External reference
Reinforcement learning for clinical decision support in critical care: comprehensive review
10.2196/18477 · 2020 · External reference
Learning the dynamic treatment regimes from medical registry data through deep Q-network.
10.1038/s41598-018-37142-0 · 2019 · External reference
A generalization error for Q-learning.
2005 · External reference
Inference for non-regular parameters in optimal dynamic treatment regimes.
10.1177/0962280209105013 · 2010 · External reference
Step-adjusted tree-based reinforcement learning for evaluating nested dynamic treatment regimes using test-and-treat observational data.
10.1002/sim.9177 · 2021 · External reference
Tree-based reinforcement learning for estimating optimal dynamic treatment regimes.
2018 · External reference
XAI-explainable artificial intelligence
10.1126/scirobotics.aay7120 · 2019 · External reference
A survey on medical explainable AI (XAI): recent progress, explainability approach, human interaction and scoring system.
10.3390/s22208068 · 2022 · External reference
Artificial intelligence applications in health care practice: scoping review.
10.2196/40238 · 2022 · External reference
Better medicine through machine learning: what’s real, and what’s artificial?
10.1371/journal.pmed.1002721 · 2018 · External reference
Transforming health policy through machine learning.
10.1371/journal.pmed.1002692 · 2018 · External reference
Machine learning in medicine: addressing ethical challenges.
10.1371/journal.pmed.1002689 · 2018 · External reference
An integrative review on the acceptance of artificial intelligence among healthcare professionals in hospitals
10.1038/s41746-023-00852-5 · 2023 · External reference
Identification of anti-citrullinated osteopontin antibodies and increased inflammatory response by enhancement of osteopontin binding to fibroblast-like synoviocytes in rheumatoid arthritis.
10.1186/s13075-023-03007-9 · 2023 · External reference
CD8+ regulatory T cell deficiency in elderly-onset rheumatoid arthritis
10.3390/jcm12062342 · 2023 · External reference
High plasma homocysteine level is associated with increased prevalence of the non-remission state in rheumatoid arthritis: findings from the KURAMA cohort.
10.1093/mr/roac106 · 2023 · External reference
Three groups in the 28 joints for rheumatoid arthritis synovitis—analysis using more than 17,000 assessments in the KURAMA database.
10.1371/journal.pone.0059341 · 2013 · External reference
Energy landscape analysis of neuroimaging data.
2017 · External reference
Energy landscape of state-specific electronic structure theory
10.1021/acs.jctc.1c01089 · 2022 · External reference
The energy landscapes and motions of proteins
10.1126/science.1749933 · 1991 · External reference
Anticipating critical transitions
10.1126/science.1225244 · 2012 · External reference
Characterising Alzheimer’s disease with EEG-based energy landscape analysis
10.1109/jbhi.2021.3105397 · 2022 · External reference
Time-series clustering–A decade review.
10.1016/j.is.2015.04.007 · 2015 · External reference
Using multi-dimensional dynamic time warping to identify time-varying lead-lag relationships.
10.3390/s22186884 · 2022 · External reference
Unmet needs in rheumatoid arthritis: a subgroup of patients with high levels of pain, fatigue, and psychosocial distress 3 years after diagnosis.
10.1002/acr2.11422 · 2022 · External reference
Identification and prediction of fatigue trajectories in people with rheumatoid arthritis.
10.1002/acr2.11374 · 2022 · External reference
One in five patients with rapidly and persistently controlled early rheumatoid arthritis report poor well-being after 1 year of treatment.
10.1136/rmdopen-2019-001146 · 2020 · External reference
Subgrouping of patients with rheumatoid arthritis based on pain, fatigue, inflammation, and psychosocial factors.
10.1002/art.38682 · 2014 · External reference
Dynamic time warping and geometric edit distance: breaking the quadratic barrier.
10.1145/3230734 · 2018 · External reference
2010 rheumatoid arthritis classification criteria: an American college of rheumatology/European league against rheumatism collaborative initiative
10.1002/art.27584 · 2010 · External reference
Unresolved reference
2022 · External reference
Therapeutic criteria in rheumatoid arthritis
10.1001/jama.1949.02900430001001 · 1949 · External reference
American college of rheumatology/EULAR remission criteria for rheumatoid arthritis: 2022 revision
10.1136/ard-2022-223413 · 2023 · External reference
A learning algorithm for Boltzmann machines.
1985 · External reference
The topology of multidimensional potential energy surfaces: theory and application to peptide structure and kinetics
10.1063/1.473299 · 1997 · External reference
Modeling heterogeneous brain dynamics of depression and melancholia using energy landscape analysis
10.3389/fpsyt.2021.780997 · 2021 · External reference
Unresolved reference
External reference
10.1002/9780470316801
10.1002/9780470316801 · 1990 · External reference
Unresolved reference
2022 · External reference
On adaptive control processes.
10.1109/tac.1959.1104847 · 1959 · External reference
Unresolved reference
2018 · External reference
Standards of medical care in diabetes-2022 abridged for primary care providers.
10.2337/cd22-as01 · 2022 · External reference
JCS/JHRS 2021 guideline focused update on non-pharmacotherapy of cardiac arrhythmias.
10.1002/joa3.12649 · 2022 · External reference
Personal health records: a systematic literature review
10.2196/jmir.5876 · 2017 · External reference
Health observation app for COVID-19 symptom tracking integrated with personal health records: proof of concept and practical use study.
10.2196/19902 · 2020 · External reference
Sensor data integration: a new cross-industry collaboration to articulate value, define needs, and advance a framework for best practices
10.2196/34493 · 2021 · External reference
Broadening the reach of the FDA sentinel system: a roadmap for integrating electronic health record data in a causal analysis framework.
10.1038/s41746-021-00542-0 · 2021 · External reference
The impact of eHealth on the quality and safety of health care: a systematic overview.
10.1371/journal.pmed.1000387 · 2011 · External reference
