Multi-centre radiomics for prediction of recurrence following radical radiotherapy for head and neck cancers: Consequences of feature selection, machine learning classifiers and batch-effect harmonization

Autor: Amal Joseph Varghese, Varsha Gouthamchand, Balu Krishna Sasidharan, Leonard Wee, Sharief K Sidhique, Julia Priyadarshini Rao, Andre Dekker, Frank Hoebers, Devadhas Devakumar, Aparna Irodi, Timothy Peace Balasingh, Henry Finlay Godson, T Joel, Manu Mathew, Rajesh Gunasingam Isiah, Simon Pradeep Pavamani, Hannah Mary T Thomas

Publikováno v: Physics and Imaging in Radiation Oncology, Vol 26, Iss , Pp 100450- (2023)

Background and purpose: Radiomics models trained with limited single institution data are often not reproducible and generalisable. We developed radiomics models that predict loco-regional recurrence within two years of radiotherapy with private and

Externí odkaz: https://doaj.org/article/ef1077a52f4b44a19c126e9ec3b09a0b

Two Year Outcomes, Cognitive and Behavioral Markers of Decline in Healthy, Cognitively Normal Older Persons with Global Deterioration Scale Stage 2 (Subjective Cognitive Decline with Impairment)

Autor: Naveed Shaikh, Laura A. Rabin, Maja Buj, Mudasar Hassan, Jaspreet Sangha, Mar A Belén Sánchez-Saudinós, Isabel Monteiro, Serge Gauthier, Alok Vedvyas, Rafael Blesa, Sunnie Kenowsky, Yongzhao Shao, Barry Reisberg, Melanie B. Shulman, James Golomb, Francoise Guillo Benarous, Thet Oo, Yian Zhang, Alan Kluger, Arjun V. Masurkar, Mony J. de Leon, Karyn Marsh, Martin J. Sadowski, Istvan Boksay, Julia A Rao, Anaztasia Ulysse, Fauzia Arain, Thomas Wisniewski, Stefanie Auer, Munther Alshalabi, Carol Torossian, Maryam Noroozian

Publikováno v: JOURNAL OF ALZHEIMERS DISEASE
r-IIB SANT PAU. Repositorio Institucional de Producción Científica del Instituto de Investigación Biomédica Sant Pau
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Background: Little is known with respect to behavioral markers of subjective cognitive decline (SCD), a condition initially described in association with Global Deterioration Scale (GDS) stage 2. Objective: Two-year interval behavioral markers were i

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2ff7ddb128b28c61dcd4b2eb199d6755
https://iibsantpau.fundanetsuite.com/Publicaciones/ProdCientif/PublicacionFrw.aspx?id=3084

Differential Resting State Connectivity Patterns and Impaired Semantically Cued List Learning Test Performance in Early Course Remitted Major Depressive Disorder

Autor: Julia A. Rao, Jon Kar Zubieta, Erica A. Hymen, Scott A. Langenecker, Lisanne M. Jenkins, Sara L. Weisenbach, Maia Feigon

Publikováno v: Journal of the International Neuropsychological Society. 22:225-239

Objectives: There is a well-known association between memory impairment and major depressive disorder (MDD). Additionally, recent studies are also showing resting-state functional magnetic resonance imaging (rsMRI) abnormalities in active and remitte

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::71997d2d026cccb64acab87175021fc8
https://doi.org/10.1017/s1355617716000011

Disruption of response inhibition circuits in prodromal Huntington disease

Autor: Vincent A. Magnotta, Hans J. Johnson, Sally Durgerian, Katherine A. Koenig, Jane S. Paulsen, Lyla Mourany, Christine Reece, Julia A. Rao, Deborah L. Harrington, Jeffrey D. Long, Stephen M. Rao, Mark J. Lowe

Publikováno v: Cortex; a journal devoted to the study of the nervous system and behavior. 58

Cognitive changes in the prodromal phase of Huntington disease (prHD) are found in multiple domains, yet their neural bases are not well understood. One component process that supports cognition is inhibitory control. In the present fMRI study, we ex

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::330c6aae398f947c53824c206b68f211
https://pubmed.ncbi.nlm.nih.gov/24959703