Mithilesh Prakash
Data Scientist
Ph.D., M.Sc. (Tech)
Institute of Clinical Medicine, School of Medicine, Faculty of Health Sciences
Academy of Finland Postdoctoral Researcher
Research groups
Publications
22/22 items-
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 A1 Journal article (refereed), original research -
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: A1 Journal article (refereed), original research -
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 A1 Journal article (refereed), original research -
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 A1 Journal article (refereed), original research -
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 A1 Journal article (refereed), original research -
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 A1 Journal article (refereed), original research -
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 A1 Journal article (refereed), original research -
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 A1 Journal article (refereed), original research -
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 A2 Review article, Literature review, Systematic review -
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 A4 Conference proceedings