Mithilesh Prakash

Machine learning prediction of future amyloid beta positivity in amyloid-negative individuals

Moradi, Elaheh; Prakash, Mithilesh; Hall, Anette; Solomon, Alina; Strange, Bryan; Tohka, Jussi; Alzheimer’s Disease Neuroimaging Initiative. 2024. Alzheimer's research and therapy. 16: . 46

Near infrared spectroscopic evaluation of biochemical and crimp properties of knee joint ligaments and patellar tendon

Torniainen, Jari; Ristaniemi, Aapo; Sarin, Jaakko K; Prakash, Mithilesh; Afara, Isaac O; Finnilä, Mikko AJ; Stenroth, Lauri; Korhonen, Rami K; Töyräs, Juha. 2022. PLoS ONE. 17:

Near-Infrared Spectroscopy Enables Arthroscopic Histologic Grading of Human Knee Articular Cartilage

Sarin, Jaakko K.; Prakash, Mithilesh; Shaikh, Rubina; Torniainen, Jari; Joukainen, Antti; Kröger, Heikki; Afara, Isaac O.; Töyräs, Juha. 2022. Arthroscopy, sports medicine, and rehabilitation. 4: e1767-e1775

Comparison of Single and Multitask Learning for Predicting Cognitive Decline Based on MRI Data

Imani, Vandad; Prakash, Mithilesh; Zare, Marzieh; Tohka, Jussi. 2021. IEEE access. 9: 154275-154291

Functional and Structural Properties of Human Patellar Articular Cartilage in Osteoarthritis

Nissinen, Mikko T; Hänninen, Nina; Prakash, Mithilesh; Mäkelä, Janne TA; Nissi, Mikko J; Töyräs, Juha; Nieminen, Miika T. Korhonen, Rami K; Tanska, Petri. 2021. Journal of biomechanics. 126: 110634

Machine learning augmented near-infrared spectroscopy: In vivo follow-up of cartilage defects

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. Osteoarthritis and cartilage. 29: 423-432

Quantitative Longitudinal Predictions of Alzheimer's Disease by Multi-Modal Predictive Learning

Prakash, Mithilesh; Abdelaziz, Mahmoud; Zhang, Linda; Strange, Bryan A; Tohka, Jussi; for the Alzheimer's Disease Neuroimaging Initiative. 2021. Journal of Alzheimer's disease. 79: 1533-1546

Quantitative dual contrast photon-counting computed tomography for assessment of articular cartilage health

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. Scientific reports. 11: 5556

Transfer Learning in Magnetic Resonance Brain Imaging: A Systematic Review

Valverde, Juan Miguel; Imani, Vandad; Abdollahzadeh, Ali; De Feo, Riccardo; Prakash, Mithilesh; Ciszek, Robert; Tohka, Jussi. 2021. Journal of imaging. 7: 66

Automated Preprocessing of Near Infrared Spectroscopic Data

Torniainen, J; Afara, IO; Prakash, M; Sarin, JK; Stenroth, L; Töyräs, J. Teoksessa: -(toim.) , 2020. Bio-Optics: Design and Application 2019. s. DS2A.6. Optical Society of America

Dual Contrast in Computed Tomography Allows Earlier Characterization of Articular Cartilage over Single Contrast

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. Journal of orthopaedic research. 38: 2230-2238

Open-source python module for automated preprocessing of near infrared spectroscopic data

Torniainen, J; Afara, IO; Prakash, M; Sarin, JK; Stenroth, L; Töyräs, J. 2020. Analytica chimica acta. 1108: 1-9

Orientation anisotropy of quantitative MRI parameters in degenerated human articular cartilage

Hänninen, Nina Elina; Nykänen, Olli; Prakash, Mithilesh; Hanni, Matti; Nieminen, Miika Tapio; Nissi, Mikko Johannes. 2020. Journal of orthopaedic research. 2021; 39: 861-870

Structural Brain Imaging Phenotypes of Mild Cognitive Impairment (MCI) and Alzheimer's Disease (AD) Found by Hierarchical Clustering

Kärkkäinen, Mikko; Prakash, Mithilesh; Zare, Marzieh; Tohka, Jussi. 2020. International journal of alzheimers disease. 2020: 2142854

Dataset on equine cartilage near infrared spectra, composition, and functional properties

Sarin, JK; Torniainen, J; Prakash, M; Rieppo, L; Afara, IO; Töyräs, J. 2019. Scientific data. 6: 164

Near infrared spectroscopy enables quantitative evaluation of human cartilage biomechanical properties during arthroscopy

Prakash, M; Joukainen, A; Torniainen, J; Honkanen, MKM; Rieppo, L; Afara, IO; Kröger, H; Töyräs, J; Sarin, JK. 2019. Osteoarthritis and cartilage. 27: 1235-1243

Optimization of multivariate regression techniques for near-infrared spectroscopic characterization of articular cartilage

Prakash, Mithilesh. 2019. Publications of the University of Eastern Finland. Dissertations in Forestry and Natural Sciences

Synchrotron microCT reveals the potential of the dual contrast technique for quantitative assessment of human articular cartilage composition

Honkanen, MKM; Saukko, AEA; Turunen, MJ; Shaikh, R; Prakash, M; Lovric, G; Joukainen, A; Kröger, H; Grinstaff, MW; Töyräs, J. 2019. Journal of orthopaedic research. 2020; 38: 563-573

Accounting for spatial dependency in multivariate spectroscopic data

Prakash, M; Sarin, JK; Rieppo, L; Afara IO; Töyräs, J. 2018. Chemometrics and intelligent laboratory systems. 182: 166-171

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. Teoksessa: -(toim.) , 2018. Optical Tomography and Spectroscopy 2018. s. OF4D.3. Optical Society of America

Quantitative Dual Contrast CT Technique for Evaluation of Articular Cartilage Properties

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. Annals of biomedical engineering. 46: 1038-1046

Optimal Regression Method for Near-Infrared Spectroscopic Evaluation of Articular Cartilage

Prakash M, Sarin JK, Rieppo L, Afara IO, Töyräs J. 2017. Applied spectroscopy. 71: 2253-2262

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Machine learning prediction of future amyloid beta positivity in amyloid-negative individuals

Near infrared spectroscopic evaluation of biochemical and crimp properties of knee joint ligaments and patellar tendon

Near-Infrared Spectroscopy Enables Arthroscopic Histologic Grading of Human Knee Articular Cartilage

Comparison of Single and Multitask Learning for Predicting Cognitive Decline Based on MRI Data

Functional and Structural Properties of Human Patellar Articular Cartilage in Osteoarthritis

Machine learning augmented near-infrared spectroscopy: In vivo follow-up of cartilage defects

Quantitative Longitudinal Predictions of Alzheimer's Disease by Multi-Modal Predictive Learning

Quantitative dual contrast photon-counting computed tomography for assessment of articular cartilage health

Transfer Learning in Magnetic Resonance Brain Imaging: A Systematic Review

Automated Preprocessing of Near Infrared Spectroscopic Data

Dual Contrast in Computed Tomography Allows Earlier Characterization of Articular Cartilage over Single Contrast

Open-source python module for automated preprocessing of near infrared spectroscopic data

Orientation anisotropy of quantitative MRI parameters in degenerated human articular cartilage

Structural Brain Imaging Phenotypes of Mild Cognitive Impairment (MCI) and Alzheimer's Disease (AD) Found by Hierarchical Clustering

Dataset on equine cartilage near infrared spectra, composition, and functional properties

Near infrared spectroscopy enables quantitative evaluation of human cartilage biomechanical properties during arthroscopy

Optimization of multivariate regression techniques for near-infrared spectroscopic characterization of articular cartilage

Synchrotron microCT reveals the potential of the dual contrast technique for quantitative assessment of human articular cartilage composition

Accounting for spatial dependency in multivariate spectroscopic data

Near-infrared spectroscopy based arthroscopic evaluation of human knee joint cartilage, through automated selection of an anatomically specific regression model

Quantitative Dual Contrast CT Technique for Evaluation of Articular Cartilage Properties

Optimal Regression Method for Near-Infrared Spectroscopic Evaluation of Articular Cartilage