Junhao Wen

Machine Learning, neuroimaging and imaging genetics

University of Pennsylvania

About me

I am currently a post doctoral researcher at CBICA Lab of University of Pennsylvania . I obtained my PhD degree at ARAMIS Lab of Sorbonne University , performed research at CMIC Lab of University College London as a visiting scholar, and accomplished my Master and Bachelor degrees at Beihang University .

Software

pyOPNMF, to come soon
MAGIC
pyHYDRA
AD-DL
Clinica

Education

PhD in Computer Science, 2015-2019

Sorbonne University, France
Master in Instrument Science and Optoelectronic Engineering, 2012-2015

Beihang University, China
Bachelor in Instrument Science and Optoelectronic Engineering, 2008-2012

Beihang University, China

Publications

Details of my publications, including peer-reviewed journal and conference papers and abstracts, are listed on my Google Scholar

Convolutional Neural Networks for Classification of Alzheimer's Disease: Overview and Reproducible Evaluation

Junhao WEN, Elina Thibeau-Sutre, Mauricio Diaz-Melo, Jorge Samper-González, Alexandre Routier, Simona Bottani, Didier Dormont, Stanley Durrleman, Ninon Burgos, Olivier Colliot

In Medical Image Analysis, 2020 (IF=11.148)

Details Code Link

Reproducible evaluation of diffusion MRI features for automatic classification of patients with Alzheimer’s disease

Junhao WEN, Samper-González, J., Bottani, S., Routier, A., Burgos, N., Jacquemont, T., Fontanella, S., Durrleman, S., Epelbaum, S., Bertrand, A. and Colliot, O.

In Neuroinformatics, 2020 (IF=5.560)

Details Code Link

Early Cognitive, Structural, and Microstructural Changes in Presymptomatic C9orf72 Carriers Younger Than 40 Years

Anne Bertrand, Junhao WEN (co-first author), Daisy Rinaldi, Marion Houot, Sabrina Sayah, Agnès Camuzat, Clémence Fournier, Sabrina Fontanella, Alexandre Routier, Philippe Couratier, Florence Pasquier, Marie-Odile Habert, Didier Hannequin, Olivier Martinaud, Paola Caroppo, Richard Levy, Bruno Dubois, Alexis Brice, Stanley Durrleman, Olivier Colliot, Isabelle Le Ber

In JAMA neurology, 2018. (IF=10.270)

Details Slides Poster Link

Neurite density is reduced in the presymptomatic phase of C9orf72 disease

Junhao WEN, Hui Zhang, Daniel C Alexander, Stanley Durrleman, Alexandre Routier, Daisy Rinaldi, Marion Houot, Philippe Couratier, Didier Hannequin, Florence Pasquier, Jiaying Zhang, Olivier Colliot, Isabelle Le Ber, Anne Bertrand

In Journal of Neurology, Neurosurgery, and Psychiatry, 2018. (IF=8.234)

Details Slides Poster Link

Supervision

Marilena De Pian , Master student, National Technical University of Athens

Languages

你好

Bonjour

Hola

Hello

News

🌊 Our paper Multi-scale semi-supervised clustering of brain images: deriving disease subtypes is available on biorxiv and currenlty under review! - paper link

🌊 Our paper Disentangling brain heterogeneity via semi-supervised deep-learning and MRI: dimensional representations of Alzheimer's Disease is available on arXiv and currenlty under review! - paper link

🌊 Our paper Predicting the Progression of Mild Cognitive Impairment Using Machine Learning: A Systematic, Quantitative and Critical Review has been accepted by MedIA! - paper link

🌊 Our paper Prediction of 7‐year's conversion from subjective cognitive decline to mild cognitive impairment has been accepted by Human Brain Mapping! - paper link

Contact

junhao(point)wen89(at)gmail(point)com
University of Pennsylvania, Philadelphia, USA