1. CONICET
  2. People
  3. FELIX SEBASTIAN LEO THOMSEN
CONICET Community

THOMSEN, FELIX SEBASTIAN LEO

INVESTIGADOR ASISTENTE

SPECIALITY:

Diagnóstico por imágenes

Scientific discipline:

Informática y Comunicaciones - Ciencias Médicas

Topic:

Desarrollo y ensayo clínico de un algoritmo de inteligencia artificial para el diagnóstico de la osteoporosis a partir de imágenes vertebrales 3D de tomografía computarizada de conteo de fotones. . Development and test of an AI algorithm for the diagnosis of osteoporosis from vertebral 3D images of photon counting computed tomography

Workplace

INSTITUTO DE CIENCIAS E INGENIERIA DE LA COMPUTACION (ICIC, CONICET-UNS) Depends on
Address:
SAN ANDRES 800, 8000 - Bahía Blanca - Buenos Aires - Argentina

Contact:

Send Message

S&T Expertise*

I am working in medical image processing of 3D CT and MRI volumes. My research interest is the development of vertebral micro-structural parameters for clinical in-vivo CT with neural networks, fractal and texture methods. I am also studying fractal and texture methods in the context of diffusion MRI. Since 2018 I am working primary in convolutional and generative neural networks with the goal to develop a self-improving diagnostic system for the diagnosis of osteoporosis based on artificial microstructural bone data. Since 2021 I am working with bone microstructure, obtained from ultra-high resolution Photon-counting CT. My current working hypothesis is that in-vivo ultra-high-resolution photon-counting CT combined with artificial intelligence techniques may not only improve diagnostic power of osteoporosis but present a disruptive technology, thus being able to obtain a entirely new and superior kind of micro-structural features. *Information provided by the agent in SIGEVA

Lines of Investigation

análisis de los huesos y de la materia blanca CIENCIAS NATURALES Y EXACTAS - Ciencias de la Computación e Información - Ciencias de la Información y Bioinformática (desarrollo de hardware va en 2.2 "Ingeniería Eléctrica, Electrónica y de Información" y los aspectos sociales van en 5.8 "Comunicación y Medios")

Technological Capacities

  • 1. Electrónica, TICs y telecomunicaciones
    • 2. Procesado de información, Sistemas de información, Gestión de la carga de trabajo
      • 2.6. Software
  • 6. Ciencias biológicas
    • 1. Medicina, Salud humana
      • 1.5. Diagnósticos, diagnosis
      • 1.11. Tecnología médica / ingeniería biomédica

Key Words

Photon-Counting Computed TomographyTomografía Computarizada de Contado de FótonesRedes neuronalesImágenes médicas 3DBone microstructuremicroestructura ósea3D medical imagesNeural networks

Education

2013 - 2017

Doctor en Ingeniería

DEPARTAMENTO DE INGENIERIA ELECTRICA Y DE COMPUTADORAS, UNIVERSIDAD NACIONAL DEL SUR

2003 - 2010

Diplom Informatiker

CHRISTIAN-ALBRECHTS-UNIVERSITÄT ZU KIEL


Directed by
DELRIEUX, CLAUDIO AUGUSTO
Scientific Research Career at CONICET

Science and Technology Production

Loading data . . .

Services

Loading data . . .