{"id":97,"date":"2026-06-05T11:26:08","date_gmt":"2026-06-05T11:26:08","guid":{"rendered":"https:\/\/sentia.ase.ro\/?page_id=97"},"modified":"2026-06-05T18:45:32","modified_gmt":"2026-06-05T18:45:32","slug":"sentia-for-specialists","status":"publish","type":"page","link":"https:\/\/sentia.ase.ro\/index.php\/sentia-for-specialists\/","title":{"rendered":"SENTIA for Specialists"},"content":{"rendered":"\n<h3 class=\"wp-block-heading has-text-align-center\"><strong>AI-Assisted Monitoring, Phenotyping, and Evidence-Based Clinical Support<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">SENTIA for Specialists is an advanced digital platform designed to support psychologists, clinicians, and healthcare professionals through continuous monitoring, explainable analytics, and evidence-based decision support.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The platform combines structured psychometric assessments, behavioral and linguistic analysis, phenotype discovery, and scientific literature retrieval into a unified ecosystem that assists professionals in understanding patient trajectories, identifying emerging risks, and exploring evidence-supported intervention pathways.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Importantly, SENTIA does not replace professional judgment. All insights, hypotheses, and recommendations are designed to augment clinical reasoning and remain under specialist supervision.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"562\" src=\"https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/05\/Dashboard-1-1024x562.png\" alt=\"\" class=\"wp-image-48\" srcset=\"https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/05\/Dashboard-1-1024x562.png 1024w, https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/05\/Dashboard-1-300x165.png 300w, https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/05\/Dashboard-1-768x422.png 768w, https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/05\/Dashboard-1-1536x843.png 1536w, https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/05\/Dashboard-1.png 1692w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">1. Advanced Monitoring Dashboard<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The SENTIA Dashboard provides a comprehensive view of individual and population-level wellbeing dynamics.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Individual-Level Monitoring<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">For each patient or user, specialists can access:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Longitudinal evolution of psychometric scores<\/li>\n\n\n\n<li>Anxiety, stress, sleep, mood, and wellbeing trajectories<\/li>\n\n\n\n<li>Risk stratification and early warning indicators<\/li>\n\n\n\n<li>Contextual factors and lifestyle-related contributors<\/li>\n\n\n\n<li>Historical trends and progression patterns<\/li>\n\n\n\n<li>Structured summaries that support more efficient consultations<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Instead of relying solely on isolated assessments, clinicians can observe how symptoms evolve over time and identify periods of deterioration, recovery, or recurring vulnerability.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Population-Level Analytics<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">At the organizational level, SENTIA provides:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Population health monitoring<\/li>\n\n\n\n<li>Identification of high-risk groups<\/li>\n\n\n\n<li>Trend analysis across departments, age groups, or cohorts<\/li>\n\n\n\n<li>Detection of periods associated with increased psychological burden<\/li>\n\n\n\n<li>Support for resource allocation and preventive interventions<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">All analyses operate on privacy-compliant data.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Linguistic Analysis<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Beyond questionnaires and structured assessments, SENTIA analyzes user-generated language to identify subtle psychological signals that may not yet be reflected in psychometric scores.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The system evaluates:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Emotional tone<\/li>\n\n\n\n<li>Sentiment evolution<\/li>\n\n\n\n<li>Stress-related linguistic markers<\/li>\n\n\n\n<li>Semantic patterns<\/li>\n\n\n\n<li>Behavioral indicators of distress<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">These insights provide an additional layer of understanding, helping specialists detect emerging concerns earlier and better understand how individuals experience and communicate their challenges.<\/p>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"504\" data-id=\"103\" src=\"https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/Dashboard1-1024x504.png\" alt=\"\" class=\"wp-image-103\" srcset=\"https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/Dashboard1-1024x504.png 1024w, https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/Dashboard1-300x148.png 300w, https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/Dashboard1-768x378.png 768w, https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/Dashboard1-1536x756.png 1536w, https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/Dashboard1-2048x1008.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"504\" data-id=\"104\" src=\"https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/Dashboard2-1024x504.png\" alt=\"\" class=\"wp-image-104\" srcset=\"https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/Dashboard2-1024x504.png 1024w, https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/Dashboard2-300x148.png 300w, https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/Dashboard2-768x378.png 768w, https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/Dashboard2-1536x756.png 1536w, https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/Dashboard2-2048x1008.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"504\" data-id=\"105\" src=\"https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/Dashboard3-1024x504.png\" alt=\"\" class=\"wp-image-105\" srcset=\"https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/Dashboard3-1024x504.png 1024w, https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/Dashboard3-300x148.png 300w, https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/Dashboard3-768x378.png 768w, https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/Dashboard3-1536x756.png 1536w, https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/Dashboard3-2048x1008.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">2. Phenotyping Engine<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">SENTIA includes an AI-powered Phenotyping Engine that transforms heterogeneous health, behavioral, and contextual data into clinically meaningful patient profiles.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The system integrates:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Psychometric assessments<\/li>\n\n\n\n<li>Symptoms and complaints<\/li>\n\n\n\n<li>Lifestyle factors<\/li>\n\n\n\n<li>Sleep patterns<\/li>\n\n\n\n<li>Medication and physiological indicators<\/li>\n\n\n\n<li>Contextual stressors<\/li>\n\n\n\n<li>Linguistic signals<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Using advanced analytics and causal discovery techniques, SENTIA identifies latent phenotypes representing distinct wellbeing and health patterns.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Examples include:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Stress-driven sleep disturbance profiles<\/li>\n\n\n\n<li>Burnout-related phenotypes<\/li>\n\n\n\n<li>Menopause-associated symptom clusters<\/li>\n\n\n\n<li>Anxiety-related behavioral profiles<\/li>\n\n\n\n<li>Lifestyle-induced wellbeing deterioration patterns<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">The platform further explores relationships between influencing factors and outcomes, enabling specialists to understand not only what is happening, but also potential mechanisms contributing to observed symptoms.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Phenotypes are not diagnoses. They are exploratory analytical constructs intended to support clinical interpretation and personalized care planning.<\/p>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-2 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"504\" data-id=\"108\" src=\"https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/Phenotyping1-1024x504.png\" alt=\"\" class=\"wp-image-108\" srcset=\"https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/Phenotyping1-1024x504.png 1024w, https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/Phenotyping1-300x148.png 300w, https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/Phenotyping1-768x378.png 768w, https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/Phenotyping1-1536x756.png 1536w, https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/Phenotyping1-2048x1008.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"504\" data-id=\"107\" src=\"https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/Phenotyping2-1024x504.png\" alt=\"\" class=\"wp-image-107\" srcset=\"https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/Phenotyping2-1024x504.png 1024w, https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/Phenotyping2-300x148.png 300w, https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/Phenotyping2-768x378.png 768w, https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/Phenotyping2-1536x756.png 1536w, https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/Phenotyping2-2048x1008.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">3. PubMed Retriever and Paper Q&amp;A<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The PubMed Retriever acts as an AI-assisted clinical evidence agent inspired by state-of-the-art hypothesis-driven literature retrieval frameworks. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Starting from a clinician free-text description of the case, the system generates multiple plausible hypotheses regarding underlying mechanisms, contributing factors, or potential explanations for the observed presentation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For each generated hypothesis, the system constructs optimized PubMed queries and retrieves the most relevant scientific publications.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Relevant findings are extracted from the retrieved literature, including:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Reported mechanisms<\/li>\n\n\n\n<li>Clinical associations<\/li>\n\n\n\n<li>Risk factors<\/li>\n\n\n\n<li>Protective factors<\/li>\n\n\n\n<li>Treatment outcomes<\/li>\n\n\n\n<li>Intervention effectiveness<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">The retrieved evidence is consolidated into concise, explainable summaries linked to the original hypotheses. The platform generates evidence-informed recommendations and intervention pathways that specialists can review during clinical decision-making.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Paper Q&amp;A<\/strong> &#8211; Beyond evidence retrieval, the system enables interactive questioning of retrieved scientific publications. Clinicians can ask natural-language questions and the system analyzes the retrieved papers, extracts relevant passages and claims, and generates grounded answers linked directly to the supporting scientific evidence. This allows specialists to rapidly explore literature, compare findings across studies, and obtain evidence-backed insights without manually reviewing dozens of publications.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/smart-optim-energy.ase.ro:80\/scepter\/\" target=\"_blank\" rel=\"noreferrer noopener\">Access PubMed Retriever and Paper Q&amp;A<\/a><\/div>\n<\/div>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-3 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"504\" data-id=\"110\" src=\"https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/PubMed-Evidence-Retriever1-1024x504.png\" alt=\"\" class=\"wp-image-110\" srcset=\"https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/PubMed-Evidence-Retriever1-1024x504.png 1024w, https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/PubMed-Evidence-Retriever1-300x148.png 300w, https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/PubMed-Evidence-Retriever1-768x378.png 768w, https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/PubMed-Evidence-Retriever1-1536x756.png 1536w, https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/PubMed-Evidence-Retriever1-2048x1008.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"504\" data-id=\"111\" src=\"https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/PubMed-Evidence-Retriever2-1024x504.png\" alt=\"\" class=\"wp-image-111\" srcset=\"https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/PubMed-Evidence-Retriever2-1024x504.png 1024w, https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/PubMed-Evidence-Retriever2-300x148.png 300w, https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/PubMed-Evidence-Retriever2-768x378.png 768w, https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/PubMed-Evidence-Retriever2-1536x756.png 1536w, https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/PubMed-Evidence-Retriever2-2048x1008.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"504\" data-id=\"112\" src=\"https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/PubMed-Evidence-Retriever3-1024x504.png\" alt=\"\" class=\"wp-image-112\" srcset=\"https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/PubMed-Evidence-Retriever3-1024x504.png 1024w, https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/PubMed-Evidence-Retriever3-300x148.png 300w, https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/PubMed-Evidence-Retriever3-768x378.png 768w, https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/PubMed-Evidence-Retriever3-1536x756.png 1536w, https:\/\/sentia.ase.ro\/wp-content\/uploads\/2026\/06\/PubMed-Evidence-Retriever3-2048x1008.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Human-in-the-Loop by Design<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">SENTIA for Specialists is designed as an assistive system.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>It does not diagnose disorders.<\/li>\n\n\n\n<li>It does not prescribe medication.<\/li>\n\n\n\n<li>It does not autonomously modify treatment plans.<\/li>\n\n\n\n<li>It does not replace clinical expertise.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">All outputs\u2014including risk assessments, phenotypes, generated hypotheses, and literature-derived recommendations\u2014require interpretation and validation by qualified professionals.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The goal of SENTIA for Specialists is to help specialists spend less time searching for information and more time understanding, supporting, and helping their patients.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI-Assisted Monitoring, Phenotyping, and Evidence-Based Clinical Support SENTIA for Specialists is an advanced digital platform designed to support psychologists, clinicians, and healthcare professionals through continuous monitoring, explainable analytics, and evidence-based decision support. The platform combines structured psychometric assessments, behavioral and linguistic analysis, phenotype discovery, and scientific literature retrieval into a unified ecosystem that assists professionals [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-97","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/sentia.ase.ro\/index.php\/wp-json\/wp\/v2\/pages\/97","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sentia.ase.ro\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sentia.ase.ro\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sentia.ase.ro\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/sentia.ase.ro\/index.php\/wp-json\/wp\/v2\/comments?post=97"}],"version-history":[{"count":14,"href":"https:\/\/sentia.ase.ro\/index.php\/wp-json\/wp\/v2\/pages\/97\/revisions"}],"predecessor-version":[{"id":152,"href":"https:\/\/sentia.ase.ro\/index.php\/wp-json\/wp\/v2\/pages\/97\/revisions\/152"}],"wp:attachment":[{"href":"https:\/\/sentia.ase.ro\/index.php\/wp-json\/wp\/v2\/media?parent=97"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}