Algoritmi | User | Filipa Tinoco Ferraz
Filipa Tinoco Ferraz
Filipa Tinoco Ferraz
At Algoritmi
Academic Degree
PhD
Current Position
Invited Assistant Professor at Escola de Engenharia da Universidade do Minho
Personal Webpage
https://di.uminho.pt/~jno/sitedi/nm_7266Personal Email
filipa.ferraz@di.uminho.ptOrcid
0000-0002-6912-2853Researcher ID
AAM-6615-2021Ciência ID
A710-8752-2BDEGoogle Scholar
MT6wC1AAAAAJ&hlh-index
8Publications
26Editorial
0Citations
137Q1 / Q2
8Publications (46)
From Detection to Decision: A RAG-LLM Clinical Digital Assistant for Intracranial Hemorrhage Using a Lightweight CT Model
2027 | book-chapter
Is It Time to Treat Prompts as Code? A Multi-use Case Study for Prompt Optimization Using DSPy
2027 | book-chapter
Artificial Intelligence Hallucinations in Healthcare
Einstein
2026 | journal-article
ChronicAI: feasibility of a web application to support self-care in older adults with chronic diseases – results of a pilot study
Future Health Conference
2026 | conference-abstract
Repository for DiTech Mission - European Researchers' Night 2026 | Missão DiTech - Noite Europeia dos Investigadores 2026
2026 | online-resource
Repository for ChronicAI App
2026 | online-resource
Multimodal video and radar system for edge devices object detection
Logic Journal of the IGPL
2026 | journal-article
In silico prediction of microRNA-candidiasis associations
Congress of Microbiology and Biotechnology 2025
2025 | conference-poster
In Silico Prediction of Candidiasis-Related microRNAs Using a Machine Learning Framework
XI IMFAHE´s International Conference-Innovation Camp 2025
2025 | conference-abstract
Predicting MicroRNAs Associated With Types of Candidiasis Using Machine Learning and Deep Learning Models
CASE 2025 - Clinical AI Solutions Event
2025 | conference-abstract
Towards a Machine Learning Framework for Predicting MicroRNAs Involved in Candidiasis
Bioinformatics Open Days 2025
2025 | conference-poster
Boosting Programming Engagement with PBL, Peer Learning, and Continuous Feedback
PBL4TEA Module Enhancement Plans Book of Abstracts
2025 | book-chapter
Gamification for children with dyscalculia
Serious Games & Emotional Competence in Higher Education
2024 | book-chapter
Multimodal Image and Radar Object Detection
Logic Journal of the IGPL
2024 | journal-article
Transversal PACS Browser API: Addressing Interoperability Challenges in Medical Imaging Systems
ArXiv
2024 | journal-article
Repository for DiscalculiaWeb
2021 | online-resource
Repository for disMAT app
2021 | online-resource
disMAT application
2021 | other
Discalculia Web
2021 | other
A Multi-valued Logic Assessment of Organizational Performance via Workforce Social Networking
Big Data Technologies and Applications. EAI International Conference, BDTA, and EAI International Conference on Wireless Internet, WiCON. Virtual Event. Proceedings. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering (LNICST 371)
2021 | journal-article
An Evolving Cognitive Approach to Dyscalculia Screening And Therapeutics
Universidade do Minho (Portugal)
2021 | journal-article
A MRI View of Brain Tumor Outcome Prediction
Advances in Science Technology & Innovation
2019 | journal-article
A deep learning line to assess patient’s lung cancer stages
Advances in Intelligent Systems and Computing
2019 | book-chapter
Assessing Individuals Learning’s Impairments from a Social Entropic Perspective
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | conference-paper
Dyscalculia: A Behavioural Vision
Applied Physics, System Science and Computers II. International Conference on Applied Physics, System Science and Computers (APSAC2017). Proceedings: LNEE 489
2019 | journal-article
Entropy and Organizational Performance
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | conference-paper
Predicting diabetic foot maturing through evolutionary computation
Lecture Notes in Networks and Systems
2019 | book-chapter
Prediction of neoadjuvant chemotherapy outcome in breast cancer patients
Lecture Notes in Electrical Engineering
2019 | conference-paper
A Deep Learning Approach to Case Based Reasoning to the Evaluation and Diagnosis of Cervical Carcinoma
Studies in Computational Intelligence
2018 | conference-paper
A Deep-Big Data Approach to Health Care in the AI Age
2018 | journal-article
A case-based reasoning approach to GBM evolution
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | conference-paper
Chest X-Ray Image Analysis - A Vision of Logic Programming
2018 | journal-article
Diagnosis of Alzheimer Disease Through an Artificial Neural Network Based System
2018 | journal-article
Predicative Vagueness in Lung Metastases in Soft Tissue Sarcoma Screening
Lecture Notes in Computer Science
2018 | journal-article
Waiting time screening in healthcare
Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
2018 | conference-paper
A case base approach to cardiovascular diseases using chest X-ray image analysis
2017 | conference-paper
An Evolutionary Computing approach to Diabetic Foot Analysis
2017 | journal-article
Collaborative Process Mapping to Improve Work Instructions and Standardized Work
2017 | book-chapter
Developing an ambient intelligent-based decision support system for production and control planning
2017 | conference-paper
Gaming in Dyscalculia: a review on disMAT
2017 | journal-article
An artificial intelligence approach to dyscalculia
Lecture Notes in Electrical Engineering
2016 | conference-paper
Analysis of Dyscalculia Evidences through Artificial Intelligence Systems
Software Networking
2016 | journal-article
Sistema de Apoio à Aprendizagem na Área da Discalculia em Menores
2015 | dissertation-thesis
A brief look into dyscalculia and supportive tools
2015 E-Health and Bioengineering Conference, EHB 2015
2015 | conference-paper
Learning Support System in the Area of Discalculia to Minors
Universidade do Minho (Portugal)
2015 | journal-article
An Engine Oil Replacement Timeline
Advances in Information Science and Applications
2014 | book-chapter
Fundings (9)
ChronicAI: Integrating Self-Care and Artificial Intelligence in Chronic Disease Management
Cooperativa de Ensino Superior Politécnico e Universitário CRL
2025-09 to 2026-08 | GI2-CESPU-2025_CHRONICAI
PBL4COLLABTT: PBL framework for Digital Collaborative Teacher Training
Erasmus Plus
2025-01 to - | 2022-1-PT01-KA220-HED-000087857
Doctoral Scholarship in Biomedical Engineering (UMINHO/BD/35/2016)
Comissao de Coordenacao e Desenvolvimento Regional do Norte
2017-01 to 2021-02 | UMINHO/BD/35/2016
ALGORITMI Research Centre
Fundação para a Ciência e a Tecnologia
2019-01 to 2019-12 | UID/CEC/00319/2019
OPAIN: Ibero-American Network for Obesity Prevention, Healthy Ageing and Functional Health based on Artificial Intelligence
Ciencia y Tecnología para el Desarrollo
2026-05 to - | P226RT0009
IKESS: Immediate effects of a subcuboid kinetic element on long and short peroneal muscle function and gait subphase kinetics
CEP Cooperativa de Ensino Politécnico CRL
2026-04 to 2026-08 | IKESS-GI2-CESPU-2025
DeepHip: AI-assisted screening of hip joint health in community-dwelling adults
Cooperativa de Ensino Superior Politécnico e Universitário CRL
2026-09 to - | DEEPHIP-GI2-CESPU-2026
ALGORITMI Research Center
Fundação para a Ciência e a Tecnologia
2025-01 to - | UID/00319/2025
Centro de Investigação ALGORITMI
Fundação para a Ciência e a Tecnologia
2020-01 to 2024-12 | UIDB/00319/2020
History
| Init | End | Change | Value | |
|---|---|---|---|---|
| Category | Other | |||
| Laboratory | ISLab | |||
| 1093-01-17 14:43:17 | ||||
| 1/17/23 20:16 | ||||
| 17/01/2023 14:46 |
From Detection to Decision: A RAG-LLM Clinical Digital Assistant for Intracranial Hemorrhage Using a Lightweight CT Model
2027 | book-chapter
Is It Time to Treat Prompts as Code? A Multi-use Case Study for Prompt Optimization Using DSPy
2027 | book-chapter
Artificial Intelligence Hallucinations in Healthcare
Einstein
2026 | journal-article
ChronicAI: feasibility of a web application to support self-care in older adults with chronic diseases – results of a pilot study
Future Health Conference
2026 | conference-abstract
Repository for DiTech Mission - European Researchers' Night 2026 | Missão DiTech - Noite Europeia dos Investigadores 2026
2026 | online-resource
Repository for ChronicAI App
2026 | online-resource
Multimodal video and radar system for edge devices object detection
Logic Journal of the IGPL
2026 | journal-article
In silico prediction of microRNA-candidiasis associations
Congress of Microbiology and Biotechnology 2025
2025 | conference-poster
In Silico Prediction of Candidiasis-Related microRNAs Using a Machine Learning Framework
XI IMFAHE´s International Conference-Innovation Camp 2025
2025 | conference-abstract
Predicting MicroRNAs Associated With Types of Candidiasis Using Machine Learning and Deep Learning Models
CASE 2025 - Clinical AI Solutions Event
2025 | conference-abstract
Towards a Machine Learning Framework for Predicting MicroRNAs Involved in Candidiasis
Bioinformatics Open Days 2025
2025 | conference-poster
Boosting Programming Engagement with PBL, Peer Learning, and Continuous Feedback
PBL4TEA Module Enhancement Plans Book of Abstracts
2025 | book-chapter
Gamification for children with dyscalculia
Serious Games & Emotional Competence in Higher Education
2024 | book-chapter
Multimodal Image and Radar Object Detection
Logic Journal of the IGPL
2024 | journal-article
Transversal PACS Browser API: Addressing Interoperability Challenges in Medical Imaging Systems
ArXiv
2024 | journal-article
Repository for DiscalculiaWeb
2021 | online-resource
Repository for disMAT app
2021 | online-resource
disMAT application
2021 | other
Discalculia Web
2021 | other
A Multi-valued Logic Assessment of Organizational Performance via Workforce Social Networking
Big Data Technologies and Applications. EAI International Conference, BDTA, and EAI International Conference on Wireless Internet, WiCON. Virtual Event. Proceedings. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering (LNICST 371)
2021 | journal-article
An Evolving Cognitive Approach to Dyscalculia Screening And Therapeutics
Universidade do Minho (Portugal)
2021 | journal-article
A MRI View of Brain Tumor Outcome Prediction
Advances in Science Technology & Innovation
2019 | journal-article
A deep learning line to assess patient’s lung cancer stages
Advances in Intelligent Systems and Computing
2019 | book-chapter
Assessing Individuals Learning’s Impairments from a Social Entropic Perspective
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | conference-paper
Dyscalculia: A Behavioural Vision
Applied Physics, System Science and Computers II. International Conference on Applied Physics, System Science and Computers (APSAC2017). Proceedings: LNEE 489
2019 | journal-article
Entropy and Organizational Performance
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | conference-paper
Predicting diabetic foot maturing through evolutionary computation
Lecture Notes in Networks and Systems
2019 | book-chapter
Prediction of neoadjuvant chemotherapy outcome in breast cancer patients
Lecture Notes in Electrical Engineering
2019 | conference-paper
A Deep Learning Approach to Case Based Reasoning to the Evaluation and Diagnosis of Cervical Carcinoma
Studies in Computational Intelligence
2018 | conference-paper
A Deep-Big Data Approach to Health Care in the AI Age
2018 | journal-article
A case-based reasoning approach to GBM evolution
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | conference-paper
Chest X-Ray Image Analysis - A Vision of Logic Programming
2018 | journal-article
Diagnosis of Alzheimer Disease Through an Artificial Neural Network Based System
2018 | journal-article
Predicative Vagueness in Lung Metastases in Soft Tissue Sarcoma Screening
Lecture Notes in Computer Science
2018 | journal-article
Waiting time screening in healthcare
Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
2018 | conference-paper
A case base approach to cardiovascular diseases using chest X-ray image analysis
2017 | conference-paper
An Evolutionary Computing approach to Diabetic Foot Analysis
2017 | journal-article
Collaborative Process Mapping to Improve Work Instructions and Standardized Work
2017 | book-chapter
Developing an ambient intelligent-based decision support system for production and control planning
2017 | conference-paper
Gaming in Dyscalculia: a review on disMAT
2017 | journal-article
An artificial intelligence approach to dyscalculia
Lecture Notes in Electrical Engineering
2016 | conference-paper
Analysis of Dyscalculia Evidences through Artificial Intelligence Systems
Software Networking
2016 | journal-article
Sistema de Apoio à Aprendizagem na Área da Discalculia em Menores
2015 | dissertation-thesis
A brief look into dyscalculia and supportive tools
2015 E-Health and Bioengineering Conference, EHB 2015
2015 | conference-paper
Learning Support System in the Area of Discalculia to Minors
Universidade do Minho (Portugal)
2015 | journal-article
An Engine Oil Replacement Timeline
Advances in Information Science and Applications
2014 | book-chapter
ChronicAI: Integrating Self-Care and Artificial Intelligence in Chronic Disease Management
Cooperativa de Ensino Superior Politécnico e Universitário CRL
2025-09 to 2026-08 | GI2-CESPU-2025_CHRONICAI
PBL4COLLABTT: PBL framework for Digital Collaborative Teacher Training
Erasmus Plus
2025-01 to - | 2022-1-PT01-KA220-HED-000087857
Doctoral Scholarship in Biomedical Engineering (UMINHO/BD/35/2016)
Comissao de Coordenacao e Desenvolvimento Regional do Norte
2017-01 to 2021-02 | UMINHO/BD/35/2016
ALGORITMI Research Centre
Fundação para a Ciência e a Tecnologia
2019-01 to 2019-12 | UID/CEC/00319/2019
OPAIN: Ibero-American Network for Obesity Prevention, Healthy Ageing and Functional Health based on Artificial Intelligence
Ciencia y Tecnología para el Desarrollo
2026-05 to - | P226RT0009
IKESS: Immediate effects of a subcuboid kinetic element on long and short peroneal muscle function and gait subphase kinetics
CEP Cooperativa de Ensino Politécnico CRL
2026-04 to 2026-08 | IKESS-GI2-CESPU-2025
DeepHip: AI-assisted screening of hip joint health in community-dwelling adults
Cooperativa de Ensino Superior Politécnico e Universitário CRL
2026-09 to - | DEEPHIP-GI2-CESPU-2026
ALGORITMI Research Center
Fundação para a Ciência e a Tecnologia
2025-01 to - | UID/00319/2025
Centro de Investigação ALGORITMI
Fundação para a Ciência e a Tecnologia
2020-01 to 2024-12 | UIDB/00319/2020
| Start | End | Term | Value | |
|---|---|---|---|---|
| Category | Other | |||
| Laboratory | ISLab | |||
| 1093-01-17 14:43:17 | ||||
| 1/17/23 20:16 | ||||
| 17/01/2023 14:46 |

