SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
Exploring new digital therapeutics technologies for psychiatric disorders using BERTopic and PatentSBERTa
11 references·5 citing·49 second hop
Exploring new digital therapeutics technologies for psychiatric disorders using BERTopic and PatentSBERTa (2022)Exploring new digital therapeutics techno…Introduction of digital therapeutics (2021)Introduction of digital thera…Role of digital therapeutics and the changing future of healthcare (2020)Role of digital therapeutics …Machine-learning-based deep semantic analysis approach for forecasting new technology convergence (2020)Machine-learning-based deep s…Characteristics and challenges of the clinical pipeline of digital therapeutics (2020)Characteristics and challenge…Digital Therapeutics: An Integral Component of Digital Innovation in Drug Development (2018)Digital Therapeutics: An Inte…DeepPatent: patent classification with convolutional neural networks and word embedding (2018)DeepPatent: patent classifica…Text matching to measure patent similarity (2017)Text matching to measure pate…Patent overlay mapping: Visualizing technological distance (2014)Patent overlay mapping: Visua…Patent citations as a tool for analysing the early stages of convergence (2012)Patent citations as a tool fo…Using the Internet to Promote Health Behavior Change: A Systematic Review and Meta-analysis of the Impact of Theoretical Basis, Use of Behavior Change Techniques, and Mode of Delivery on Efficacy (2010)Using the Internet to Promote…Nonpharmacologic Treatment of Chronic Insomnia (1999)Nonpharmacologic Treatment of…The Applications of Large Language Models in Mental Health: Scoping Review (2025)The Applications of Large Lan…Predicting determinants influencing user satisfaction with mental health app: An explainable machine learning approach based on unstructured data (2024)Predicting determinants influ…AI in software programming: understanding emotional responses to GitHub Copilot (2024)AI in software programming: u…Why don't more people engage in green practices in China? A policy-oriented approach to promoting green transformation in five consumption areas (2023)Why don't more people engage …Identification of Product Innovation Path Incorporating the FOS and BERTopic Model from the Perspective of Invalid Patents (2023)Identification of Product Inn…A Penny for Your Quotes: Patent Citations and the Value of Innovations (1990)Exploration and Exploitation in Organizational Learning (1991)Market value and patent citations (2005)Detecting the emergence of technologies and the evolution and co-development trajectories in science (DETECTS): a ‘burst’ analysis-based approach (2015)Predicting the pattern of technology convergence using big-data technology on large-scale triadic patents (2015)Forecasting emerging technologies: A supervised learning approach through patent analysis (2017)The theory of planned behavior (1991)Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement (2009)Preferred reporting items for systematic reviews and meta-analyses: the PRISMA Statement. (2009)Persuasive System Design Does Matter: a Systematic Review of Adherence to Web-based Interventions (2012)Theories of behaviour and behaviour change across the social and behavioural sciences: a scoping review (2014)The theory of planned behavior: Frequently asked questions (2020)Co‐citation in the scientific literature: A new measure of the relationship between two documents (1973)The New production of knowledge: the dynamics of science and research in contemporary societies (1995)The dynamics of innovation: from National Systems and “Mode 2” to a Triple Helix of university–industry–government relations (2000)A hybrid similarity measure method for patent portfolio analysis (2016)Measuring technological distance for patent mapping (2016)A text-embedding-based approach to measuring patent-to-patent technological similarity (2022)Epidemiologic study of sleep disturbances and psychiatric disorders. An opportunity for prevention? (1989)Clinical significance: A statistical approach to defining meaningful change in psychotherapy research. (1991)Defining empirically supported therapies. (1998)Exercise and sleep (2000)Chronic Insomnia Is Associated with Nyctohemeral Activation of the Hypothalamic-Pituitary-Adrenal Axis: Clinical Implications (2001)Role of Stress, Arousal, and Coping Skills in Primary Insomnia (2003)Increasing Returns and Long-Run Growth (1986)Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations (1993)Collaboration Networks, Structural Holes, and Innovation: A Longitudinal Study (2000)Natural language processing to identify the creation and impact of new technologies in patent text: Code, data, and new measures (2020)Strategic leadership and technological innovation: A comprehensive review and research agenda (2020)Measuring innovation and navigating its unique information issues: A review of the accounting literature on innovation (2024)Video game training enhances cognitive control in older adults (2013)Innovation in the pharmaceutical industry: New estimates of R&D costs (2016)The efficacy of smartphone‐based mental health interventions for depressive symptoms: a meta‐analysis of randomized controlled trials (2017)Exploring digital therapeutics: The next paradigm of modern health-care industry (2019)Effectiveness of a Smartphone App With a Wearable Activity Tracker in Preventing the Recurrence of Mood Disorders: Prospective Case-Control Study (2020)Digital therapeutics in the clinic (2023)Visualization of patent analysis for emerging technology (2007)A patent quality analysis for innovative technology and product development (2011)Deep learning applications and challenges in big data analytics (2015)Forecasting emerging technologies using data augmentation and deep learning (2020)A survey on deep learning for patent analysis (2021)PatentSBERTa: A deep NLP based hybrid model for patent distance and classification using augmented SBERT (2024)Is it all a game? Understanding the principles of gamification (2015)The three-year evolution of Germany’s Digital Therapeutics reimbursement program and its path forward (2024)Human-Centered Design of Mobile Health Apps for Older Adults: Systematic Review and Narrative Synthesis (2021)Assessing Patient Adherence to and Engagement With Digital Interventions for Depression in Clinical Trials: Systematic Literature Review (2023)Digital therapeutics from bench to bedside (2023)Digital Therapeutics (DTx) (2023)Mapping Factors That Affect the Uptake of Digital Therapeutics Within Health Systems: Scoping Review (2023)
this work references cited by second hop

References

  • 2010Using the Internet to Promote Health Behavior Change: A Systematic Review and Meta-analysis of the Impact of Theoretical Basis, Use of Behavior Change Techniques, and Mode of Delivery on Efficacy2,517 cited
  • 1999Nonpharmacologic Treatment of Chronic Insomnia888 cited
  • 2017Text matching to measure patent similarity263 cited
  • 2020Role of digital therapeutics and the changing future of healthcare251 cited
  • 2012Patent citations as a tool for analysing the early stages of convergence220 cited
  • 2018DeepPatent: patent classification with convolutional neural networks and word embedding183 cited
  • 2021Introduction of digital therapeutics162 cited
  • 2014Patent overlay mapping: Visualizing technological distance160 cited
  • 2018Digital Therapeutics: An Integral Component of Digital Innovation in Drug Development147 cited
  • 2020Characteristics and challenges of the clinical pipeline of digital therapeutics142 cited
  • 2020Machine-learning-based deep semantic analysis approach for forecasting new technology convergence128 cited

Cited by

  • 2025The Applications of Large Language Models in Mental Health: Scoping Review93 cited
  • 2023Why don't more people engage in green practices in China? A policy-oriented approach to promoting green transformation in five consumption areas68 cited
  • 2024

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

Predicting determinants influencing user satisfaction with mental health app: An explainable machine learning approach based on unstructured data
27 cited
  • 2024AI in software programming: understanding emotional responses to GitHub Copilot27 cited
  • 2023Identification of Product Innovation Path Incorporating the FOS and BERTopic Model from the Perspective of Invalid Patents9 cited