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researcher

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 2023Show all

2 papers · 1 filter

eess.IV2023

End-To-End Prediction of Knee Osteoarthritis Progression With Multi-Modal Transformers

Egor Panfilov, Simo Saarakkala, Miika T. Nieminen +1

Knee Osteoarthritis (KOA) is a highly prevalent chronic musculoskeletal condition with no currently available treatment. The manifestation of KOA is heterogeneous and prediction of…

eess.IV2023

Deep Learning for Predicting Progression of Patellofemoral Osteoarthritis Based on Lateral Knee Radiographs, Demographic Data and Symptomatic Assessments

Neslihan Bayramoglu, Martin Englund, Ida K. Haugen +2

In this study, we propose a novel framework that utilizes deep learning (DL) and attention mechanisms to predict the radiographic progression of patellofemoral osteoarthritis (PFOA…

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