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G

Guido Bua

Clinical AI Innovation in Dementia Care – Prototype Development and Data Preparation

United Kingdom flagLondon, United Kingdom
$200.00/hrIntermediate

Key Skills

Software

No software listed

Top Subject Matter

Dementia diagnostics
clinical decision support
caregiver support

Top Data Types

TextText
Medical DicomMedical Dicom
DocumentDocument

Top Task Types

DiagnosisDiagnosis
Emotion RecognitionEmotion Recognition
Evaluation/RatingEvaluation/Rating
Red TeamingRed Teaming
Data CollectionData Collection
Question AnsweringQuestion Answering

Freelancer Overview

Clinical AI Innovation in Dementia Care – Prototype Development and Data Preparation. Brings 29+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Postgraduate Certificate, University of Warwick and Specialization in Neurology, University of Sassari. AI-training focus includes data types such as Text and labeling workflows including Diagnosis and Emotion Recognition.

IntermediateEnglishItalianSpanish

Labeling Experience

Founder – AI-Based Emotional State and Visual Art Matching Platform

TextEmotion Recognition
Developed MoodToArt, a neuroscience-informed digital platform using AI-based algorithms to match emotional states with visual art pieces. Labeled and validated training data on emotional cues, cognitive states, and corresponding image-visual art pairings. Performed structured experiments for model training and refinement focusing on emotion recognition outputs.• Designed the emotion-art association AI workflow and annotation schema.• Created training and validation sets from user inputs and surveys.• Validated AI-generated outputs against ground truth annotations.• Published the digital platform and integrated user feedback loops for ongoing model improvement.

Developed MoodToArt, a neuroscience-informed digital platform using AI-based algorithms to match emotional states with visual art pieces. Labeled and validated training data on emotional cues, cognitive states, and corresponding image-visual art pairings. Performed structured experiments for model training and refinement focusing on emotion recognition outputs.• Designed the emotion-art association AI workflow and annotation schema.• Created training and validation sets from user inputs and surveys.• Validated AI-generated outputs against ground truth annotations.• Published the digital platform and integrated user feedback loops for ongoing model improvement.

2022 - Present

Clinical AI Innovation in Dementia Care – Prototype Development and Data Preparation

TextDiagnosis
Developed and applied prototype AI tools for dementia diagnostics within NHS memory service workflows. Worked on caregiver-facing applications designed to support clinical decision-making using structured clinical, cognitive, and medical data. Experience includes data preparation, supervised machine learning training phases, and evaluation of AI outputs for diagnostic utility.• Led AI tool design aligned with clinical practice for dementia.• Prepared and labeled datasets using internal clinical information.• Conducted evaluations focused on diagnostic accuracy and care guidance.• Collaborated with multidisciplinary teams to integrate outputs into service pathways.

Developed and applied prototype AI tools for dementia diagnostics within NHS memory service workflows. Worked on caregiver-facing applications designed to support clinical decision-making using structured clinical, cognitive, and medical data. Experience includes data preparation, supervised machine learning training phases, and evaluation of AI outputs for diagnostic utility.• Led AI tool design aligned with clinical practice for dementia.• Prepared and labeled datasets using internal clinical information.• Conducted evaluations focused on diagnostic accuracy and care guidance.• Collaborated with multidisciplinary teams to integrate outputs into service pathways.

2020 - Present

Education

S

Sapienza University of Rome

Diploma in Clinical Hypnosis, Clinical Hypnosis

Diploma in Clinical Hypnosis
Not specified
U

University of Sassari

Doctor of Medicine and Surgery, Medicine and Surgery

Doctor of Medicine and Surgery
Not specified

Work History

H

Hammersmith and Fulham

Chair, Dementia Diagnosis Improvement Group

London
2025 - Present
W

West London NHS Trust

Consultant Neurologist

London
2020 - Present