OHIOH Publications

Robust Feature Engineering for Parkinson Disease Diagnosis: New Machine Learning Techniques

M Wang, Wenbo Ge, D Apthorp, Hanna Suominen

DOI: 10.2196/13611


'It struck at the heart of who I thought I was': A meta‐synthesis of the qualitative literature examining the experiences of people with multiple sclerosis

Jane DesboroughCrystal Brunoro MSAnne ParkinsonKatrina ChisholmMark ElishaJanet DrewVanessa FanningChristian LueckAnne BruestleMatthew CookHanna SuominenAntonio TricoliAdam HenschkeChristine Phillips 

First published:24 June 2020 https://doi.org/10.1111/hex.13093

Engineering of SnO2 - Graphene Oxide Nano-Heterojunctions for Selective Room-temperature Chemical Sensing and Optoelectronic Devices

Eleonora Pargoletti, Umme Habiba Hossain, Iolanda Di Bernardo, Hongjun Chen, Thanh Tran-Phu, Gian Luca Chiarello, Josh Lipton-Duffin, Valentina Pifferi, Antonio Tricoli, and Giuseppe Cappelletti

Publication Date: 22 July 2020 https://pubs.acs.org/doi/abs/10.1021/acsami.0c09178

Non-Periodic Epsilon-Near-Zero Metamaterials at Visible Wavelengths for Efficient Non-Resonant Optical Sensing

Zelio Fusco, Mahdiar Taheri, Renheng Bo, Thanh Tran-Phu, Hongjun Chen, Xuyun Guo, Ye Zhu, Takuya Tsuzuki, Thomas P. White, and Antonio Tricoli

Publication Date: 28 April 2020    https://pubs.acs.org/doi/abs/10.1021/acs.nanolett.0c01095


Published Conference Abstracts

Towards objective testing in Parkinson's disease: a systematic review of the literature looking at assessment of postural sway. 

Journal of Neurology, Neurosurgery and Psychiatry 2019;90:e7:30. Abstract 094

Wenbo Ge, D Apthorp, Christian LueckHanna Suominen 

Our Health in Our Hands: improving personalised care in multiple sclerosis.


Jo Lane, Anne Bruestle, Robyn Lucas, Matthew Cook, Hanna Suominen, Antonio Tricoli, Jane Desborough. and Christian Lueck 2020, March.

Innovative Machine Intelligence and Cybersecurity Solutions to Safeguard the Patient Information Associated with a New Generation of Medical Devices. 

The 8th Annual NHMRC Symposium on Research Translation: 20-21 November  2019.

Hanna Suominen, Deborah Apthorp, Anne Bruestle, Matthew Cook, Jane Desborough, Md Zakir Hossain, Christian Lueck, Krishnan Murugappan, Chris Nolan, Chris Pugmire, Antonio Tricoli, Nan Yang


International Peer-Reviewed Journal Papers (Published)

Overview of the CLEF eHealth 2020 Task 2: Consumer Health Search with Ad Hoc and Spoken Queries.

Working Notes of CLEF 2020 - Conference and Labs of the Evaluation Forum. Thessaloniki, Greece, September 22-25, 2020.

Lorraine Goeuriot, Hanna Suominen, Liadh Kelly, Zhengyang Liu, Gabriella Pasi, Gabriela González Sáez,   Marco Viviani, Chenchen Xu (2020).  Linda Cappellato, Carsten Eickhoff, Nicola Ferro , Aurélie Névéol (eds.). 


International Peer-Reviewed Journal Papers (In Press)

Which features of postural sway are effective in distinguishing Parkinson's disease from controls?

A systematic review. Brain behav. 2020; 00:e01929. https://doi.org/10.1002/brb3.1929

Ge, W, Christian LueckDeborah Apthorp, Hanna Suominen


Robust Feature Engineering for Parkinson's Disease Diagnosis.

JMIR Biomedical Engineering. 14/05/2020:13611 (forthcoming/in press) URL: https://preprints.jmir.org/preprint/13611

M Wang, Wenbo Ge, Deborah Apthorp, Hanna Suominen


International Peer-Reviewed Conference Papers (Accepted)

A significance assessment of diabetes diagnostic biomarkers using machine learning.

15th International Congress on Nursing Informatics (NI 2020). (accepted)

Ran Cui, Eleni Daskalaki, Md Zakir Hossain, Artem Lenskiy, Chris Nolan, Hanna Suominen

Finger tapping measures for Parkinson's disease. 

15th International Congress on Nursing Informatics (NI 2020). (accepted)

Hanna Suominen, Mehika Manocha, Jane Desborough, Anne Parkinson, Deborah Apthorp.

Event-related potentials and machine learning as a measure of objective testing in the prognostication of multiple sclerosis. 

15th International Congress on Nursing Informatics (NI 2020). (accepted)

Robin Vlieger, Eleni Daskalaki, Deborah Apthorp, Christian Lueck, Hanna Suominen


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