ArticleEuropean child & adolescent psychiatry2021
Taming the chaos?! Using eXplainable Artificial Intelligence (XAI) to tackle the complexity in mental health research.
Article in European child & adolescent psychiatry, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
14 citing papers in PubMed.
- A comprehensive review of explainable artificial intelligence in healthcare methods, evaluation, and clinical integration.iScience · 2026Review
- A cautionary tale for AI and machine learning in psychiatry.Translational psychiatry · 2026Review
- Current methods in explainable artificial intelligence and future prospects for integrative physiology.Pflugers Archiv : European journal of physiology · 2025Review
- Machine learning meta-analysis identifies individual characteristics moderating cognitive intervention efficacy for anxiety and depression symptoms.NPJ digital medicine · 2025Article
- XModNN: Explainable Modular Neural Network to Identify Clinical Parameters and Disease Biomarkers in Transcriptomic Datasets.Biomolecules · 2024Article
- Omics Studies of Specialized Cells and Stem Cells under Microgravity Conditions.International journal of molecular sciences · 2024Review
- Taming the chaos ?! - part 2: limitations of using eXplainable Artificial Intelligence (XAI) to tackle the complexity in psychotherapy of children and adolescents.European child & adolescent psychiatry · 2024Article
- A new era in cognitive neuroscience: the tidal wave of artificial intelligence (AI).BMC neuroscience · 2024Article
- Predicting long-term outcome in anorexia nervosa: a machine learning analysis of brain structure at different stages of weight recovery.Psychological medicine · 2023Article
- Evidence, ethics and the promise of artificial intelligence in psychiatry.Journal of medical ethics · 2023Article
- Modern views of machine learning for precision psychiatry.Patterns (New York, N.Y.) · 2022Review
- European clinical guidelines for Tourette syndrome and other tic disorders-version 2.0. Part III: pharmacological treatment.European child & adolescent psychiatry · 2022Review
- Analysis of Erhu Performance Effect in Public Health Music Works Based on Artificial Intelligence Technology.Journal of environmental and public health · 2022Article
- AI-Based Prediction and Prevention of Psychological and Behavioral Changes in Ex-COVID-19 Patients.Frontiers in psychology · 2021Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.