Personal Health Interfaces Leveraging Human-Machine Natural Interactions

Deliverables

Knowledge Platform
"Joint publication in a journal paper or book chapter on ""AI-assisted human machine interfaces for personal health"""

Joint publication in a journal paper or book chapter on “AI-assisted human machine interfaces for personal health”

Recruitment report (incl. vacancy notices, selection and recruitment procedures)

Initial tool of communication channels (logo, website, brochure)

Communication, Dissemination & Exploitation Plan, with updates during evolution
Reports on the local and network activities, participation to external conferences
A comprehensive Research Agenda. Collation of scientific research design and research agenda provided by each ESR, integrating all PhilHumans disciplines and issues, as well as company’s perspective (conceptual paper)
Quality Handbook
Mid/long-term scenarios in further relevant industrial health sectors at European level
Final reports on communication and dissemination activities

Publications

Face Analysis and Body Language Understanding from Egocentric Cameras

Author(s): Ronja Moller, Antonino Furnari, Sebastiano Battiato, Aki Harma, and Giovanni Maria Farinella
Published in: Proceedings of the First Workshop on Smart Personal Health Interfaces, 2020
Publisher: CEUR-WS.org

Neurogenetic Programming Framework for Explainable Reinforcement Learning

Author(s): V Liventsev, A Härmä, M Petković
Published in: 2021, ISBN 9781450383516
Publisher: Association for Computing Machinery

Towards a Generalised Framework for Behaviour Insight Mining

Author(s): Allmin Susaiyah, Aki Härmä, Ehud Reiter, Rim Halaoui, Milan Petković
Published in: Smartphil: 1st Workshop on Smart Personal Health Interfaces, 2020
Publisher: ACM

BF++: a language for general-purpose program synthesis

Author(s): V Liventsev, A Härmä, M Petković
Published in: 2023, ISSN 2331-8422
Publisher: Arxiv.org + ECML PKDD 2023

A NLG framework for user tailoring and profiling in healthcare

Author(s): Simone Balloccu, Steffen Pauws, Ehud Reiter
Published in: Proceedings of SmartPHIL: 1st Workshop on Smart Personal Health Interfaces. ACM., 2020
Publisher: SmartPhil 2020

How are you? Introducing stress-based text tailoring

Author(s): Simone Balloccu, Ehud Reiter, Alexandra Johnstone, Claire Fyfe
Published in: IntelLanG : Intelligent Information Processing and Natural Language Generation - Santiago de Compostela, Spain, 2020
Publisher: IntelLanG

Iterative Neural Scoring of Validated Insight Candidates

Author(s): Allmin Susaiyah, Aki Härmä, Ehud Reiter, Milan Petković
Published in: IntelLanG - Intelligent Information Processing and Natural Language Generation, 2020
Publisher: ACM

TF-IDF vs Word Embeddings for Morbidity Identification in Clinical Notes: An Initial Study

Author(s): Danilo Dessì, Rim Helaoui, Vivek Kumar, Diego Reforgiato Recupero, Daniele Riboni
Published in: CEUR, 2020
Publisher: CEUR

Towards Low-Resource Real-Time Assessment of Empathy in Counselling

Author(s): Wu Z., Helaoui R., Recupero D.R., Riboni D.
Published in: 2021
Publisher: CLPsych (NAACL)

Scene Understanding and Interaction Anticipation from First Person Vision

Author(s): Ivan Rodin, Antonino Furnari, Dimitrios Mavroeidis, Giovanni Maria Farinella
Published in: Proceedings of the First Workshop on Smart Personal Health Interfaces, 2020
Publisher: CEUR-WS.org
DOI: 10.5281/zenodo.4777748

Towards In-Context Non-Expert Evaluation of Reflection Generation for Counselling Conversations

Author(s): Zixiu Wu, Simone Balloccu, Rim Helaoui, Diego Reforgiato Recupero, Daniele Riboni
Published in: 2nd Workshop on Natural Language Generation, Evaluation, and Metrics (co-located with EMNLP 2022), 2022
Publisher: 2nd Workshop on Natural Language Generation, Evaluation, and Metrics (co-located with EMNLP 2022)

Fully Autonomous Programming with Large Language Models

Author(s): V Liventsev, A Grishina, A Härmä, L Moonen
Published in: 2023, ISBN 9798400701191
Publisher: Association for Computing Machinery

Towards Automated Counselling Decision-Making: Remarks on Therapist Action Forecasting on the AnnoMI Dataset

Author(s): Zixiu Wu, Rim Helaoui, Diego Reforgiato Recupero, Daniele Riboni
Published in: 2022, ISSN 2308-457X
Publisher: INTERSPEECH

Data Augmentation for Reliability and Fairness in Counselling Quality Classification

Author(s): Vivek Kumar Awon, Simone Balloccu, Zixiu Wu, Ehud Reiter, Rim Helaouie, Diego Reforgiato Recupero, Daniele Riboni
Published in: Workshop on Scarce Data in Artificial Intelligence for Healthcare (SDAIH 2022), Workshop SDAIH 2022, 2022, ISBN 978-989-758-629-3
Publisher: SciTePress

Towards Detecting Need for Empathetic Response in Motivational Interviewing

Author(s): Zixiu Wu, Rim Helaoui, Vivek Kumar, Diego Reforgiato Recupero, Daniele Riboni
Published in: Companion Publication of the 2020 International Conference on Multimodal Interaction, 2020, Page(s) 497-502, ISBN 9781450380027
Publisher: ACM
DOI: 10.1145/3395035.3425228

Neural Scoring of Logical Inferences from Data using FeedbackNeural Scoring of Logical Inferences from Data using Feedback

Author(s): Allmin Susaiyah, Aki Härmä, Ehud Reiter and Milan Petković
Published in: International journal of interactive multimedia and artificial intelligence, 2021, ISSN 1989-1660
Publisher: International journal of interactive multimedia and artificial intelligence
DOI: 10.9781/ijimai.2021.02.004

Ensembling Classical Machine Learning and Deep Learning Approaches for Morbidity Identification From Clinical Notes

Author(s): Vivek Kumar, Diego Reforgiato Recupero, Daniele Riboni, Rim Helaoui
Published in: IEEE Access, Issue 9, 2021, Page(s) 7107-7126, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2020.3043221

Towards Effective Patient Simulators

Author(s): V Liventsev, A Härmä, M Petković
Published in: Frontiers in Artificial Intelligence, 2021, ISSN 2624-8212
Publisher: Frontiers Media S.A.

Creation, Analysis and Evaluation of AnnoMI, a Dataset of Expert-Annotated Counselling Dialogues

Author(s): Zixiu Wu, Simone Balloccu, Vivek Kumar, Rim Helaoui, Diego Reforgiato Recupero and Daniele Riboni
Published in: Future Internet, 2023, ISSN 1999-5903
Publisher: Future Internet

Deliverables

Publications

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