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Pattern Recognition Systems (PRS) as second stage machine learning system ml2
Second Stage Machine Learning System Ml2, supplied by Pattern Recognition Systems (PRS) as, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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second stage machine learning system ml2 - by Bioz Stars, 2026-04
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Characteristics of included papers, conceptualisation of  art  therapy (AI) and creative artificial intelligence (AI), and indicated role of creative AI in AT.

Journal: Frontiers in Psychology

Article Title: Art psychotherapy meets creative AI: an integrative review positioning the role of creative AI in art therapy process

doi: 10.3389/fpsyg.2025.1548396

Figure Lengend Snippet: Characteristics of included papers, conceptualisation of art therapy (AI) and creative artificial intelligence (AI), and indicated role of creative AI in AT.

Article Snippet: (9) Luxembourg / Netherlands / Canada , Conference proceedings: CHI Conference on Human Factors in Computing Systems (CHI’24), Honolulu, USA , To investigate the potential of Machine Learning (ML) based Visual Art Recommendation System (VA RecSys) “to enable personalized therapeutic visual art experiences for post-ICU patients” , IP: patients with post-intensive care syndrome (PICS) M1: development study with usability testing, interviews P1: 4 experts: ICU nurses, healthcare and affective design researchers M2: pre-post study (guided AT session): reflexive thematic & sentiment analyses, psychometric testing P2: 150 post-COVID patients from UK, USA and South Africa , Medium-high: peer-review process unclear, methods clearly described, sound analysis and implications for practice , - AT “as an umbrella term where art serves as a medium for therapeutic benefits,” including “engaging with existing artwork to stimulate emotions and self-reflections” and “use of visual art as a positive distraction” (i.e., [art] exposure therapy) , - Machine Learning-based Visual Art Reccommendation System (ML-based VA RecSys): “personalisation of healing art for therapeutic purposes” - Proposing “personalized guided art therapy”: choosing preferred artworks from sample paintings, followed by AI recommending artworks and “asking questions that encourage participants to engage with the paintings,” and finally reflecting on the experience , - To “improve temporary stress and evoke positive emotions” for post-ICU patients - “A careful selection of paintings tailored to the individual patient speaks to their unique circumstances, fostering self-reflection and healing,” AI “can bridge the gap between the vast universe of artworks and the unique emotional needs of each patient” - Themes (“healing elements”) identified: hope and purpose, rejuvenation, engagement, safety, sensory pleasure, relevance, personal preference.

Techniques: Software, Expressing, Selection