Publications by authors named "Simo Saarakkala"

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Open Lumbar Spine Image Analysis: A 3D Slicer Extension for Segmentation, Grading, and Intervertebral Disc Height Index With Multi-Data Set Validation.
Narasimharao Kowlagi, Antti Kemppainen, Terence McSweeney, Simo Saarakkala, Jérôme Noailly

Spine (Phila Pa 1976)· January 2026

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Depth-Wise Changes in Tibial and Femoral Human Knee Joint Cartilage at Different Severities of Osteoarthritis.
Katja Honkapää, Atte S A Eskelinen, Santtu Mikkonen, Mohammadhossein Ebrahimi, Mikko A J Finnilä, Simo Saarakkala

J Orthop Res· January 2026

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Robust Radiomic Signatures of Intervertebral Disc Degeneration From MRI.
Terence McSweeney, Aleksei Tiulpin, Narasimharao Kowlagi, Juhani Määttä, Jaro Karppinen, Simo Saarakkala

Spine (Phila Pa 1976)· December 2025

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Effects of Ageing, Oestrogen Level and Altered Dietary Loading on Rat Mandibular Cartilage-A Polarised Light Microscopy Study.
Riikka Hauru, Bijay Shakya, Lassi Rieppo, Anna-Sofia Silvola, Jia Yu, Simo Saarakkala

Orthod Craniofac Res· December 2025

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An Unsupervised Learning Approach for Multimodal Low Back Pain Stratification.
Narasimharao Kowlagi, Eveliina Heikkala, Simo Saarakkala, Jaro Karppinen, Aleksei Tiulpin

Spine (Phila Pa 1976)· December 2025

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Usability of Amorphous Manganese Oxide for Assessing the Proteoglycan Content in Articular Cartilage.
Riikka M Korpi, Susanna Ahola, Gamzegul Behrouz, Eveliina Lammentausta, Sakari S Karhula, Simo Saarakkala

Magn Reson Chem· November 2025

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Predictive Performance of Raman Spectroscopy in Osteoarthritis: A Systematic Review.
Monira Yesmean, Bijay Ratna Shakya, Minna Mannerkorpi, Simo Saarakkala, Miia Jansson

J Med Syst· November 2025

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Diagnostic performance of attenuated total reflectance Fourier transform infrared (ATR-FTIR) spectroscopy for detecting osteoarthritis and rheumatoid arthritis from blood serum.
Minna Mannerkorpi, Shuvashis Das Gupta, Lassi Rieppo, Simo Saarakkala

Spectrochim Acta A Mol Biomol Spectrosc· October 2025

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End-to-End Prediction of Knee Osteoarthritis Progression With Multimodal Transformers.
Egor Panfilov, Simo Saarakkala, Miika T Nieminen, Aleksei Tiulpin

IEEE J Biomed Health Inform· September 2025

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Kellgren-Lawrence grading of knee osteoarthritis using deep learning: Diagnostic performance with external dataset and comparison with four readers.
Elias Vaattovaara, Egor Panfilov, Aleksei Tiulpin, Tuukka Niinimäki, Jaakko Niinimäki, Simo Saarakkala

Osteoarthr Cartil Open· June 2025

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Structural knee MRI findings are already frequent in a general population-based birth cohort at 33 years of age.
Antti Kemppainen, Joona Tapio, Miika T Nieminen, Simo Saarakkala, Mika T Nevalainen

Osteoarthritis Cartilage· June 2025

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Effects of a multicomponent exercise regimen on subchondral bone and cartilage in postmenopausal women with knee osteoarthritis: protocol for a randomized controlled trial.
Ville-Markus Konola, Jari Parkkari, Juhani Multanen, Riku Nikander, Timo Rantalainen, Simo Saarakkala

Trials· June 2025

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Total radius BMD correlates with the hip and lumbar spine BMD among post-menopausal patients with fragility wrist fracture in a machine learning model.
Tapio Ruotsalainen, Egor Panfilov, Jerome Thevenot, Aleksei Tiulpin, Simo Saarakkala

Arch Osteoporos· May 2025

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The effect of contouring instruments on immediate quality and porosity of direct restorations.
Carlos Soler-Tornero, Pekka Toivonen, Jaakko Suorsa, Sakari S Karhula, Simo Saarakkala

Clin Oral Investig· April 2025

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Machine Learning Approaches for the Fusion of Near-Infrared, Mid-Infrared, and Raman Data to Identify Cartilage Degradation in Human Osteochondral Plugs.
Valeria Tafintseva, Ervin Nippolainen, Vesa Virtanen, Johanne Heitmann Solheim, Boris Zimmermann, Simo Saarakkala

Appl Spectrosc· March 2025

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A customizable wireless potentiostat for assessing Ni(OH) decorated vertically aligned MoS thin films for electrochemical sensing of dopamine.
Topias Järvinen, Olli Pitkänen, Tomi Laurila, Minna Mannerkorpi, Simo Saarakkala

Nanoscale Adv· February 2025

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Assessment of whole cartilage surface damage in an osteoarthritis rat model: The Cartilage Roughness Score (CRS) utilizing microcomputed tomography.
Sami Kauppinen, David Fercher, Gonçalo Barreto, Ville-Pauli Karjalainen, Vesa Virtanen, Simo Saarakkala

Osteoarthritis Cartilage· January 2025

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Editorial: Advances in musculoskeletal imaging.
Victor Casula, Simo Saarakkala, Jukka Hirvasniemi

Front Physiol· December 2024

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Prevalence and classification of meniscal calcifications in the human knee.
Bijay Ratna Shakya, Ville-Pauli Karjalainen, Iida Hellberg, Mikko A J Finnilä, Khaled Elkhouly, Simo Saarakkala

Osteoarthritis Cartilage· November 2024

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Alterations in mechanical properties of rabbit collateral ligaments eight weeks after anterior cruciate ligament transection.
Anahita Gheisari, Aapo Ristaniemi, Mehrnoush Haghighatnejad, Ali Mohammadi, Andrew Sawatsky, Simo Saarakkala

J Biomech· November 2024

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Age and anatomical region-related differences in vascularization of the porcine meniscus using microcomputed tomography imaging.
Ville-Pauli Karjalainen, Valentina R Herrera Millar, Silvia Modina, Giuseppe M Peretti, Margherita Pallaoro, Simo Saarakkala

J Orthop Res· September 2024

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Deep learning based detection of osteophytes in radiographs and magnetic resonance imagings of the knee using 2D and 3D morphology.
Mitra Daneshmand, Egor Panfilov, Neslihan Bayramoglu, Rami K Korhonen, Simo Saarakkala

J Orthop Res· July 2024

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Semiautomatic Assessment of Facet Tropism From Lumbar Spine MRI Using Deep Learning: A Northern Finland Birth Cohort Study.
Narasimharao Kowlagi, Antti Kemppainen, Egor Panfilov, Terence McSweeney, Simo Saarakkala

Spine (Phila Pa 1976)· May 2024

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Clinical Super-Resolution Computed Tomography of Bone Microstructure: Application in Musculoskeletal and Dental Imaging.
Santeri J O Rytky, Aleksei Tiulpin, Mikko A J Finnilä, Sakari S Karhula, Annina Sipola, Simo Saarakkala

Ann Biomed Eng· May 2024

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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, Muneaki Ishijima, Simo Saarakkala

Methods Inf Med· May 2024

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