MITHILESH PRAKASH

Contact info

Keywords

Research groups - UEF

• 
  Biomedical Image Analysis

Links

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Publications

• Imani, Vandad; Prakash, Mithilesh; Zare, Marzieh; Tohka, Jussi. 2021. Comparison of Single and Multitask Learning for Predicting Cognitive Decline Based on MRI Data IEEE access 9: 154275-154291. 2021
• Nissinen, Mikko T; Hänninen, Nina; Prakash, Mithilesh; Mäkelä, Janne TA; Nissi, Mikko J; Töyräs, Juha; Nieminen, Miika T. Korhonen, Rami K; Tanska, Petri. 2021. Functional and Structural Properties of Human Patellar Articular Cartilage in Osteoarthritis Journal of biomechanics 126: 110634. 2021
• Paakkari, Petri; Inkinen, Satu I; Honkanen, Miitu KM; Prakash, Mithilesh; Shaikh, Rubina; Nieminen, Miika T; Grinstaff, Mark W; Mäkelä, Janne TA; Töyräs, Juha; Honkanen, Juuso TJ. 2021. Quantitative dual contrast photon-counting computed tomography for assessment of articular cartilage health Scientific reports 11 1: 5556. 2021
• Prakash, Mithilesh; Abdelaziz, Mahmoud; Zhang, Linda; Strange, Bryan A; Tohka, Jussi; for the Alzheimer's Disease Neuroimaging Initiative. 2021. Quantitative Longitudinal Predictions of Alzheimer's Disease by Multi-Modal Predictive Learning Journal of Alzheimer's disease 79 4: 1533-1546. 2021
• Sarin, Jaakko K; Te Moller, Nikae Cr; Mohammadi, Ali; Prakash, Mithilesh; Torniainen, Jari; Brommer, Harold; Nippolainen, Ervin; Shaikh, Rubina; Mäkelä, Janne Ta; Korhonen, Rami K; René van Weeren, P; Afara, Isaac O; Töyräs, Juha. 2021. Machine learning augmented near-infrared spectroscopy: In vivo follow-up of cartilage defects Osteoarthritis and cartilage 29 3: 423-432. 2021
• Valverde, Juan Miguel; Imani, Vandad; Abdollahzadeh, Ali; De Feo, Riccardo; Prakash, Mithilesh; Ciszek, Robert; Tohka, Jussi. 2021. Transfer Learning in Magnetic Resonance Brain Imaging: A Systematic Review Journal of imaging 7 4: 66. 2021
• Torniainen, J; Afara, IO; Prakash, M; Sarin, JK; Stenroth, L; Töyräs, J. 2020. Open-source python module for automated preprocessing of near infrared spectroscopic data Analytica chimica acta 1108: 1-9. 2020
• Kärkkäinen, Mikko; Prakash, Mithilesh; Zare, Marzieh; Tohka, Jussi. 2020. Structural Brain Imaging Phenotypes of Mild Cognitive Impairment (MCI) and Alzheimer's Disease (AD) Found by Hierarchical Clustering International journal of alzheimers disease 2020: 2142854. 2020
• Hänninen, Nina Elina; Nykänen, Olli; Prakash, Mithilesh; Hanni, Matti; Nieminen, Miika Tapio; Nissi, Mikko Johannes. 2020. Orientation anisotropy of quantitative MRI parameters in degenerated human articular cartilage Journal of orthopaedic research 2021; 39 4: 861-870. 2020
• Bhattarai, Abhisek; Pouran, Behdad; Mäkelä, Janne T A; Shaikh, Rubina; Honkanen, Miitu K M; Prakash, Mithilesh; Kröger, Heikki; Grinstaff, Mark W; Weinans, Harrie; Jurvelin, Jukka S; Töyräs, Juha. 2020. Dual Contrast in Computed Tomography Allows Earlier Characterization of Articular Cartilage over Single Contrast Journal of orthopaedic research 38 10: 2230-2238. 2020
• Automated Preprocessing of Near Infrared Spectroscopic Data. Torniainen, J; Afara, IO; Prakash, M; Sarin, JK; Stenroth, L; Töyräs, J / Bio-Optics: Design and Application 2019. 2020. 2020
• Honkanen, MKM; Saukko, AEA; Turunen, MJ; Shaikh, R; Prakash, M; Lovric, G; Joukainen, A; Kröger, H; Grinstaff, MW; Töyräs, J. 2019. Synchrotron microCT reveals the potential of the dual contrast technique for quantitative assessment of human articular cartilage composition Journal of orthopaedic research 2020; 38 3: 563-573. 2019
• Prakash, M; Joukainen, A; Torniainen, J; Honkanen, MKM; Rieppo, L; Afara, IO; Kröger, H; Töyräs, J; Sarin, JK. 2019. Near infrared spectroscopy enables quantitative evaluation of human cartilage biomechanical properties during arthroscopy Osteoarthritis and cartilage 27 8: 1235-1243. 2019
• Prakash, Mithilesh (ed.) . 2019. Optimization of multivariate regression techniques for near-infrared spectroscopic characterization of articular cartilage. Itä-Suomen yliopisto. Publications of the University of Eastern Finland. Dissertations in Forestry and Natural Sciences 349. 2019
• Sarin, JK; Torniainen, J; Prakash, M; Rieppo, L; Afara, IO; Töyräs, J. 2019. Dataset on equine cartilage near infrared spectra, composition, and functional properties Scientific data 6 1: 164. 2019
• Bhattarai, A; Honkanen, JTJ; Myller, KAH; Prakash, M; Korhonen M; Saukko, AEA; Virén, T; Joukainen, A; Patwa, AN; Kröger, H; Grinstaf, MW; Jurvelin, JS; Töyräs, J;. 2018. Quantitative Dual Contrast CT Technique for Evaluation of Articular Cartilage Properties Annals of biomedical engineering 46 7: 1038-1046. 2018
• Near-infrared spectroscopy based arthroscopic evaluation of human knee joint cartilage, through automated selection of an anatomically specific regression model. Prakash, Mithilesh; Joukainen, Antti; Sarin, Jaakko; Rieppo, Lassi; Afara, Isaac; Töyräs, Juha / Optical Tomography and Spectroscopy 2018. 2018. 2018
• Prakash, M; Sarin, JK; Rieppo, L; Afara IO; Töyräs, J. 2018. Accounting for spatial dependency in multivariate spectroscopic data CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 182: 166-171. 2018
• Prakash M, Sarin JK, Rieppo L, Afara IO, Töyräs J. 2017. Optimal Regression Method for Near-Infrared Spectroscopic Evaluation of Articular Cartilage. APPLIED SPECTROSCOPY 71 10: 2253-2262. 2017