| Transfer learning in magnetic resonance brain imaging: a systematic review JM Valverde, V Imani, A Abdollahzadeh, R De Feo, M Prakash, R Ciszek, ... Journal of imaging 7 (4), 66, 2021 | 91 | 2021 |
| Open-source python module for automated preprocessing of near infrared spectroscopic data J Torniainen, IO Afara, M Prakash, JK Sarin, L Stenroth, J Töyräs Analytica Chimica Acta 1108, 1-9, 2020 | 46 | 2020 |
| Near-infrared spectroscopy enables quantitative evaluation of human cartilage biomechanical properties during arthroscopy M Prakash, A Joukainen, J Torniainen, MKM Honkanen, L Rieppo, ... Osteoarthritis and cartilage 27 (8), 1235-1243, 2019 | 38 | 2019 |
| Quantitative dual contrast CT technique for evaluation of articular cartilage properties A Bhattarai, JTJ Honkanen, KAH Myller, M Prakash, M Korhonen, ... Annals of Biomedical Engineering 46 (7), 1038-1046, 2018 | 29 | 2018 |
| Synchrotron microCT reveals the potential of the dual contrast technique for quantitative assessment of human articular cartilage composition MKM Honkanen, AEA Saukko, MJ Turunen, R Shaikh, M Prakash, ... Journal of Orthopaedic Research® 38 (3), 563-573, 2020 | 19 | 2020 |
| Optimal regression method for near-infrared spectroscopic evaluation of articular cartilage M Prakash, JK Sarin, L Rieppo, IO Afara, J Töyräs Applied spectroscopy 71 (10), 2253-2262, 2017 | 19 | 2017 |
| Machine learning augmented near-infrared spectroscopy: In vivo follow-up of cartilage defects JK Sarin, NCR Te Moller, A Mohammadi, M Prakash, J Torniainen, ... Osteoarthritis and cartilage 29 (3), 423-432, 2021 | 17 | 2021 |
| Quantitative dual contrast photon-counting computed tomography for assessment of articular cartilage health P Paakkari, SI Inkinen, MKM Honkanen, M Prakash, R Shaikh, ... Scientific Reports 11 (1), 5556, 2021 | 16 | 2021 |
| Dual contrast in computed tomography allows earlier characterization of articular cartilage over single contrast A Bhattarai, B Pouran, JTA Mäkelä, R Shaikh, MKM Honkanen, ... Journal of Orthopaedic Research® 38 (10), 2230-2238, 2020 | 16 | 2020 |
| Structural brain imaging phenotypes of mild cognitive impairment (MCI) and Alzheimer’s disease (AD) found by hierarchical clustering M Kärkkäinen, M Prakash, M Zare, J Tohka, ... International Journal of Alzheimer’s Disease 2020, 2020 | 15 | 2020 |
| Orientation anisotropy of quantitative MRI parameters in degenerated human articular cartilage NE Hänninen, O Nykänen, M Prakash, M Hanni, MT Nieminen, MJ Nissi Journal of Orthopaedic Research® 39 (4), 861-870, 2021 | 14 | 2021 |
| Functional and structural properties of human patellar articular cartilage in osteoarthritis MT Nissinen, N Hänninen, M Prakash, JTA Mäkelä, MJ Nissi, J Töyräs, ... Journal of Biomechanics 126, 110634, 2021 | 9 | 2021 |
| Near infrared spectroscopic evaluation of biochemical and crimp properties of knee joint ligaments and patellar tendon J Torniainen, A Ristaniemi, JK Sarin, M Prakash, IO Afara, MAJ Finnilä, ... Plos one 17 (2), e0263280, 2022 | 8 | 2022 |
| Dataset on equine cartilage near infrared spectra, composition, and functional properties JK Sarin, J Torniainen, M Prakash, L Rieppo, IO Afara, J Töyräs Scientific data 6 (1), 164, 2019 | 8 | 2019 |
| Quantitative longitudinal predictions of Alzheimer’s disease by multi-modal predictive learning M Prakash, M Abdelaziz, L Zhang, BA Strange, J Tohka, ADN Initiative Journal of Alzheimer's Disease, 1-14, 2021 | 6 | 2021 |
| Accounting for spatial dependency in multivariate spectroscopic data M Prakash, JK Sarin, L Rieppo, IO Afara, J Töyräs Chemometrics and Intelligent Laboratory Systems 182, 166-171, 2018 | 6 | 2018 |
| Comparison of single and multitask learning for predicting cognitive decline based on MRI data V Imani, M Prakash, M Zare, J Tohka IEEE Access 9, 154275-154291, 2021 | 5 | 2021 |
| Near-infrared spectroscopy based arthroscopic evaluation of human knee joint cartilage, through automated selection of an anatomically specific regression model M Prakash, A Joukainen, J Sarin, L Rieppo, I Afara, J Töyräs Optical Tomography and Spectroscopy, OF4D. 3, 2018 | 3 | 2018 |
| Near-infrared spectroscopy enables arthroscopic histologic grading of human knee articular cartilage JK Sarin, M Prakash, R Shaikh, J Torniainen, A Joukainen, H Kröger, ... Arthroscopy, Sports Medicine, and Rehabilitation 4 (5), e1767-e1775, 2022 | 2 | 2022 |
| Automated preprocessing of near infrared spectroscopic data J Torniainen, IO Afara, M Prakash, JK Sarin, L Stenroth, J Töyräs Bio-Optics: Design and Application, DS2A. 6, 2019 | 2 | 2019 |
Professor, Chief Physicist Juha Töyräs...The University of Queensland, University of Eastern Finland, Kuopio University HospitalVerified email at uq.edu.au
