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CARRILLO, FACUNDO

Assistant researcher

Speciality
Procesamiento de lenguaje natural
Scientific discipline
Computer Science and Communications - Computer Science and Communications
Topic
Modelos computacionales para la caracterización y asistencia al diagnóstico de enfermedades psiquiátricas
Workplace
INSTITUTO DE INVESTIGACION EN CIENCIAS DE LA COMPUTACION (ICC, CONICET-UBA)
Dependencies
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Address:
INT. GÜIRALDES 2160, C1428EGA - Capital Federal - Argentina
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Summary Information provided by the agent in SIGEVA
Psychiatry is an area of medicine thatstrongly bases its diagnoses on the psychi-atrists subjective appreciation. The taskof diagnosis loosely resembles the com-mon pipelines used in supervised learningschema. Therefore, we propose to aug-ment the psychiatrists diagnosis toolboxwith an artificial intelligence system basedon natural language processing and ma-chine learning algorithms. This approachhas been validated in many works in whichthe performance of the diagnosis has beenincreased with t... Psychiatry is an area of medicine thatstrongly bases its diagnoses on the psychi-atrists subjective appreciation. The taskof diagnosis loosely resembles the com-mon pipelines used in supervised learningschema. Therefore, we propose to aug-ment the psychiatrists diagnosis toolboxwith an artificial intelligence system basedon natural language processing and ma-chine learning algorithms. This approachhas been validated in many works in whichthe performance of the diagnosis has beenincreased with the use of automatic classi-fication.
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Lines of Investigation

inteligencia artificial

Natural and exact sciences

  • Computer and information sciences
  • Computer sciences
Technological Capacities

1 - Electronics, IT and Telecoms

1.2 - Information Processing, Information System, Workflow Management

  • 1.2.3 - Artificial Intelligence
  • 1.2.6 - Computer Software
  • 1.2.10 - Databases, Database Management, Data Mining
  • 1.2.13 - Information Technology/Informatics
  • 1.2.15 - Knowledge Management, Process Management
  • 1.2.17 - Speech Processing/Technology
  • 1.2.22 - Smart Appliances
Key Words
aprendizaje automaticomachine learningartificial inteligenepsiquiatria computacionalinteligencia artificialcomputational psychiatry
Education

2013 - 2019

Doctor de la Universidad de Buenos Aires en el area de Ciencias de la Computación

FACULTAD DE CIENCIAS EXACTAS Y NATURALES, UNIVERSIDAD DE BUENOS AIRES

2007 - 2013

Licenciado en Ciencias de la Computación

FACULTAD DE CIENCIAS EXACTAS Y NATURALES, UNIVERSIDAD DE BUENOS AIRES

LIC. EN COMPUTACION

FACULTAD DE CIENCIAS EXACTAS Y NATURALES, UNIVERSIDAD DE BUENOS AIRES

HR Training
Directed by:
FERNANDEZ SLEZAK, DIEGO
Scientific Research Career at CONICET
FERNANDEZ SLEZAK, Diego Scientific Research Career at CONICET
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