Work experience

  • Hospital Geral de Santo António

  • Porto, Portugal

Resident physician - general internship

  1. resident medical doctor
  2. general medical internship in internal medicine, surgery, pediatrics, obstetrics, family medicine, emergency medicine
  • Karolinska University Hospital - Huddinge

  • Huddinge, Sweden

Anesthesiology resident physician

  1. Anesthesia for obstetrics and ginecology
  2. ECT anesthesia
  3. Acute surgery anesthesia
  4. Day care surgery anesthesia
  • Karolinska University Hospital - Astrid Lindgrens Children's Hospital

  • Stockholm, Sweden

Pediatric anesthesiology resident physician

  1. pediatric ICU resident physician
  2. ECMO resident physician
  3. pediatric OR anesthesia
  4. pediatric pain service
  • Karolinska University Hospital - Huddinge

  • Huddinge, Sweden

Clinical Pharmacology resident physician

  1. physician at the drug information center
  2. physician at the therapeutic drug monitoring
  • ULS Matosinhos

  • Matosinhos, Portugal

Anesthesiology internship

  1. Necessary internship and rotations to become an anesthesiology specialist in Portugal
  • Karolinska University Hospital - Astrid Lindgrens Children's Hospital

  • Stockholm, Sweden

Pediatric surgery resident physician

  1. surgical and orthopedic pediatric emergency
  2. pediatric trauma emergency
  3. urgent pediatric surgery
  4. surgical pediatric ward
  • Pain Unit - ULSM

  • Matosinhos, Portugal

Clinical Trial Investigator

  1. Study SCO/BIA-2093-207
  2. Indication: Post Herpetic nevralgia
  • Pain Unit - ULSM

  • Matosinhos, Portugal

Clinical Trial Investigator

  1. Study SCO/BIA-2093-206
  2. Indication: Diabetic Painful Neuropathy
  • ESICM

  • Vila Real, Portugal

Clinical Trial Investigator

  1. LUNG-SAFE study
  2. Large observational study to UNderstand the Global impact of Severe Acute respiratory FailurE
  • ULSM

  • Matosinhos, Portugal

Anesthesiologist

  1. Clinical work as anesthesiologist assistant
  • CHTMAD

  • Vila Real, Portugal

Anesthesiologist

  1. clinical work as anesthesiologist assistant
  2. critical care medicine internship and clinical work
  • CHTMAD

  • Vila Real, Portugal

Critical/intensive Care Medicine internship

  1. internship and residency necessary to become a critical care medicine specialist
  • CHEDV

  • Santa Maria da Feira, Portugal

Critical Care Medicine physician

  1. critical care medicine physician assistant
  • CHTMAD

  • Vila Real, Portugal

Critical Care Medicine physician

  1. freelance work
  2. critical care medicine physician assistant
  • Grupo Trofa Saúde

  • Vila do Conde, Portugal

Critical Care Medicine physician

  1. freelance work
  2. critical care medicine physician assistant
  3. work at the critical care medicine units at different hospitals - Central, Braga Sul, Gaia, Alfena
  • Hospital da Santa Casa da Misericórdia de Vila Verde

  • Vila Verde, Portugal

Anesthesiologist

  1. freelance work
  2. consultant anesthesiologist
  • ULSAM

  • Viana do Castelo, Portugal

Anesthesiologist

  1. freelance work
  2. consultant anesthesiologist
  • Luz Saúde - Hospital da Arrábida

  • Vila Nova de Gaia, Portugal

Anesthesiologist

  1. freelance work
  2. consultant anesthesiologist


  • Centro Hospitalar Universitário São João

  • Porto, Portugal

Critical Care Medicine physician

  1. Intensivist and anesthesiologist at the Critical Care Burns Unit - Unidade de Queimados

Education and training

Instituto de Ciências Biomédicas Dr. Abel Salazar - Universidade do Porto

  • Medical Doctor

  • Porto, Portugal

Faculdade de Medicina da Universidade do Porto

  • Medical Informatics postgraduation

  • Porto, Portugal

ACSS

  • Clinical coding certification - ICD-9-CM

  • Lisboa, Portugal

Faculdade de Engenharia da Universidade do Porto

  • Biomedical engineering postgraduation

  • Porto, Portugal

INEM

  • Viatura Médica de Emergência e Reanimação - certification

  • Porto, Portugal

ACSS

  • Anesthesiologist certification

  • Porto, Portugal

ESA

  • Diploma of the European Society of Anaesthesiology

  • Milan, Italy

ACSS

  • Consultant anesthesiologist certification

  • Porto, Portugal

ACSS

  • Critical Care Medicine specialist certification

  • Vila Nova de Gaia, Portugal

Socialstyrelsen

  • Anaesthesiology and Intensive Care specialist certification

  • Stockholm, Sweden

European Resuscitation Council

  • Pediatric Life Support

  • Porto, Portugal

ISCTE

  • ManagiDiTH - Master in managing digital transformation in healthcare

  • Lisbon, Portugal
  • Field(s) of study: Health and welfare not further defined
  • Level in EQF: EQF level 7

Universidade de Aveiro

  • Curso de Especialização em Liderança e Gestão na Saúde

  • Aveiro, Portugal
  • Field(s) of study: Work skills
  • Level in EQF: EQF level 7

Language skills

Mother tongue(s)

Portuguese

Other language(s)

Listening Reading Spoken interaction Spoken production Writing

English

C2: Proficient user
C2: Proficient user
C2: Proficient user
C2: Proficient user
C2: Proficient user

Spanish

C1: Proficient user
C1: Proficient user
C1: Proficient user
C1: Proficient user
C1: Proficient user

Swedish

C1: Proficient user
C1: Proficient user
C1: Proficient user
C1: Proficient user
C1: Proficient user

French

C1: Proficient user
C1: Proficient user
B2: Independent user
B2: Independent user
B2: Independent user

Italian

C1: Proficient user
C1: Proficient user
B2: Independent user
B2: Independent user
B1: Independent user

German

B2: Independent user
B2: Independent user
B2: Independent user
B2: Independent user
B1: Independent user

Skills

  • Linux (main OS)
  • Experience in MATLAB, python, and R
  • Data Science | Data Collection, Data Processing, Data Analysis, Data Visualisation

Books

Medicina on-line

  1. co-author of the book

ISBN: 9789728426378

Ano de edição: 04-2001

Editor: Edições Centro Atlântico

Idioma: Português

Dimensões: 151 x 230 x 9 mm

Encadernação: Capa mole

Páginas: 208

  1. a book for medical doctors and allied professionals
  2. a practical guide for the usage of internet technology applied to the medical field in 2001

Courses

Data Science in Intensive Care Medicine - ESICM Academy ACE course

  1. Co-author of the ACE course for the ESICM academy
  2. course aims to teach data science to critical care medicine physicians

Conferences and seminars

XXX Congresso Anual do CAR

Porto

XXX Congresso Anual CAR & 2nd World Day of

Regional Anaesthesia & Pain Medicine

Creative works

The “AI” Club: What the future holds - Advances and Utility of Artificial Intelligence in Regional Anaesthesia and in Pain Medicine

Speaker at the XXX Congresso Anual CAR & 2nd World Day of Regional

Anaesthesia & Pain Medicine

Publications

Medical informatics and digital health multilingual ontology (MIMO): A tool to improve international collaborations

2022 https://www.sciencedirect.com/science/article/pii/S1386505622001745?via%253Dihub Benis A, Grosjean J, Billey K, et al., 2022;167:104860. doi:10.1016/j.ijmedinf.2022.104860

Even if English is the leading language for international communication, it is essential to keep in mind that research runs at the local level by local teams generally communicating in their local/national language, especially in Europe among European projects.

Therefore, the European Federation for Medical Informatics - Working Group on Health Informatics for Inter-regional Cooperation” has one objective: To develop a multilingual ontology focusing on Health Informatics and Digital Health as a collaboration tool that improves international and, in particular, European collaborations.

We have developed the Medical Informatics and Digital Health Multilingual Ontology (MIMO). Hosted on the Health Terminology/Ontology Portal (HeTOP), MIMO contains around 1,000 concepts, 460 MeSH Descriptors, 220 MeSH Concepts, and more than 300 newly created concepts. MIMO is continuously updated to comprise as recent as possible concepts and their translations in more than 30 languages. Moreover, the MIMO’s development team constantly improves MIMO content and supporting information. Thus, during workshop discussions and one-on-one exchanges, the MIMO team has collected domain experts’ opinions about the community’s interests and suggestions for future enhancements. Moreover, MIMO will be integrated to support the annotation and categorization of research products into the HosmartAI European project involving more than 20 countries around Europe and worldwide.

MIMO is hosted by HeTOP (Health Terminology/Ontology Portal), which integrates 100 terminologies and ontologies in 55 languages. MIMO is freely available online. MIMO is portable to other knowledge platforms as part of MIMO’s main aims to facilitate communication between medical librarians, translators, and researchers as well as to support students’ self-learning.

Authors: Arriel Benis; Julien Grosjean; Kévin Billey; Gustavo Montanha; Verena Dornauer; Mihaela Crișan-Vida; Werner O Hackl; Lăcrămioara Stoicu-Tivadar; Stéfan J. Darmoni Journal Name: International Journal of Medical Informatics Volume, Issue and Pages: 167 Publisher: International Journal of Medical Informatics

Epidemiology, Patterns of Care, and Mortality for Patients With Acute Respiratory Distress Syndrome in Intensive Care Units in 50 Countries

2016 https://jamanetwork.com/journals/jama/fullarticle/2492877 Giacomo Bellani, John G. Laffey, Tài Pham, MD et al; 2016; DOI: 10.1001/jama.2016.0291

Limited information exists about the epidemiology, recognition, management, and outcomes of patients with the acute respiratory distress syndrome (ARDS).To evaluate intensive care unit (ICU) incidence and outcome of ARDS and to assess clinician recognition, ventilation management, and use of adjuncts—for example prone positioning—in routine clinical practice for patients fulfilling the ARDS Berlin Definition.The Large Observational Study to Understand the Global Impact of Severe Acute Respiratory Failure (LUNG SAFE) was an international, multicenter, prospective cohort study of patients undergoing invasive or noninvasive ventilation, conducted during 4 consecutive weeks in the winter of 2014 in a convenience sample of 459 ICUs from 50 countries across 5 continents.Acute respiratory distress syndrome.The primary outcome was ICU incidence of ARDS. Secondary outcomes included assessment of clinician recognition of ARDS, the application of ventilatory management, the use of adjunctive interventions in routine clinical practice, and clinical outcomes from ARDS.Of 29 144 patients admitted to participating ICUs, 3022 (10.4%) fulfilled ARDS criteria. Of these, 2377 patients developed ARDS in the first 48 hours and whose respiratory failure was managed with invasive mechanical ventilation. The period prevalence of mild ARDS was 30.0% (95% CI, 28.2%-31.9%); of moderate ARDS, 46.6% (95% CI, 44.5%-48.6%); and of severe ARDS, 23.4% (95% CI, 21.7%-25.2%). ARDS represented 0.42 cases per ICU bed over 4 weeks and represented 10.4% (95% CI, 10.0%-10.7%) of ICU admissions and 23.4% of patients requiring mechanical ventilation. Clinical recognition of ARDS ranged from 51.3% (95% CI, 47.5%-55.0%) in mild to 78.5% (95% CI, 74.8%-81.8%) in severe ARDS. Less than two-thirds of patients with ARDS received a tidal volume 8 of mL/kg or less of predicted body weight. Plateau pressure was measured in 40.1% (95% CI, 38.2-42.1), whereas 82.6% (95% CI, 81.0%-84.1%) received a positive end-expository pressure (PEEP) of less than 12 cm H2O. Prone positioning was used in 16.3% (95% CI, 13.7%-19.2%) of patients with severe ARDS. Clinician recognition of ARDS was associated with higher PEEP, greater use of neuromuscular blockade, and prone positioning. Hospital mortality was 34.9% (95% CI, 31.4%-38.5%) for those with mild, 40.3% (95% CI, 37.4%-43.3%) for those with moderate, and 46.1% (95% CI, 41.9%-50.4%) for those with severe ARDS.Among ICUs in 50 countries, the period prevalence of ARDS was 10.4% of ICU admissions. This syndrome appeared to be underrecognized and undertreated and associated with a high mortality rate. These findings indicate the potential for improvement in the management of patients with ARDS.clinicaltrials.gov Identifier: NCT02010073

Authors: Giacomo Bellani, John G. Laffey, Tài Pham, MD et al Journal Name: JAMA Volume, Issue and Pages: 315 Publisher: JAMA