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S. Saarakkala

20 papers hereh-index 344.1k citations219 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author7
  • last author13

Across the 20 of 20 papers where every author was matched, so the position is known.

fields
  • eess.IV12
  • cs.CV5
  • physics.med-ph2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20172023
most citedClinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting from Multimodal Data

40 citations · 116 across the 19 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

eess.IV2020

A Lightweight CNN and Joint Shape-Joint Space (JS2) Descriptor for Radiological Osteoarthritis Detection

Neslihan Bayramoglu, Miika T. Nieminen, Simo Saarakkala

Knee osteoarthritis (OA) is very common progressive and degenerative musculoskeletal disease worldwide creates a heavy burden on patients with reduced quality of life and also on s…

eess.IV2020★ 1 cited

Semixup: In- and Out-of-Manifold Regularization for Deep Semi-Supervised Knee Osteoarthritis Severity Grading from Plain Radiographs

Huy Hoang Nguyen, Simo Saarakkala, Matthew Blaschko +1

Knee osteoarthritis (OA) is one of the highest disability factors in the world. This musculoskeletal disorder is assessed from clinical symptoms, and typically confirmed via radiog…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.