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Kevin Smith

Profilbild av Kevin Smith

UNIVERSITETSLEKTOR

Detaljer

Adress
TOMTEBODAVÄGEN 23A,17165 SOLNA
SCIENCE FOR LIFE LABORATORY

Forskare

Forskar-ID

Om mig

I am an associate professor in computer vision and biomedical image analysis with the KTH Royal Institute of Technology and the Science for Life Laboratory. Previously, I worked at ETH Zürich and EPFL

Research

I am interested how machine intelligence can help solve pressing questions in biology and medicine, in particular through the understanding and quantification of patterns in images. Recently, an explosion of digitalized data, groundbreaking advances in the life sciences, and the development of cutting-edge algorithms capable of understanding biomedical data, especially from images, have generated terrific excitement around AI and healthcare. My research aims at developing intelligent systems that can precisely diagnose conditions, reduce patient risk, choose effective treatments, and further our understanding of biological systems.

The questions I am interested in lay at the intersection of computer vision, machine learning, biology, and medicine.

Positions

PhD, postdoc, and engineering positions with my group are announced on the KTH jobs page. Please apply through the job portal, do not contact me directly.

Students enrolled at KTH interested in working on their MSc thesis are invited to contact me. Possible subjects for the MSc thesis with my research group include:

  • Analysis of medical imaging data (diagnostic classification, segmentation, etc)
  • Inverse problems such as denoising or super resolution in microscopy data
  • Outlier detection in biomedical data
  • Risk prediction

Addresses

   
Postal

Science for Life Laboratory

Box 1031

17121 Solna, Sweden

Visiting

Tomtebodavägen 23A

17165 Solna, Sweden

KTH Main Campus
(I am not here)

Lindstedtsvägen 3,5 (Plan 4)

100 44 Stockholm, Sweden


Kurser

Djupinlärning för biomedicinsk bildanalys (FDD3020), examinator, kursansvarig | Kurswebb

Examensarbete inom datateknik, grundnivå (DA150X), assistent | Kurswebb

Maskininlärningens grunder (DD1420), examinator, kursansvarig, lärare | Kurswebb

Programsammanhållande kurs i maskininlärning (DD2301), lärare | Kurswebb

Projektkurs i dataanalys (DD2430), lärare | Kurswebb

Seminariegrupp om utvalda ämnen inom datavetenskap (FDD3021), examinator, kursansvarig | Kurswebb

Tillämpad programmering och datalogi, del 2 (DD1324), examinator, kursansvarig | Kurswebb