Zobrazeno 1 - 10
of 12
pro vyhledávání: '"Jan Freyberg"'
Autor:
Alexander Brown, Nenad Tomasev, Jan Freyberg, Yuan Liu, Alan Karthikesalingam, Jessica Schrouff
Publikováno v:
Nature Communications, Vol 14, Iss 1, Pp 1-10 (2023)
Abstract Machine learning (ML) holds great promise for improving healthcare, but it is critical to ensure that its use will not propagate or amplify health disparities. An important step is to characterize the (un)fairness of ML models—their tenden
Externí odkaz:
https://doaj.org/article/5e812a6ba14c4f0788ae272b2b62f576
Autor:
Richard Bethlehem, Marcel Falkiewicz, Jan Freyberg, Owen Parsons, Seyedeh-Rezvan Farahibozorg, Charlotte Pretzsch, Bjoern Soergel, Daniel Margulies
Publikováno v:
Research Ideas and Outcomes, Vol 3, Iss , Pp 1-6 (2017)
Autism is a developmental condition associated with altered functional connectivity. We propose to re-frame the functional connectivity alterations in terms of gradients that capture the functional hierarchy of cortical processing from sensory to def
Externí odkaz:
https://doaj.org/article/3b840b08cc304a7d9128122a1a460e72
Autor:
Shekoofeh Azizi, Basil Mustafa, Fiona Ryan, Zachary Beaver, Jan Freyberg, Jonathan Deaton, Aaron Loh, Alan Karthikesalingam, Simon Kornblith, Ting Chen, Vivek Natarajan, Mohammad Norouzi
Self-supervised pretraining followed by supervised fine-tuning has seen success in image recognition, especially when labeled examples are scarce, but has received limited attention in medical image analysis. This paper studies the effectiveness of s
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::666d0ba775b43b087d68af577cf4631e
http://arxiv.org/abs/2101.05224
http://arxiv.org/abs/2101.05224
Autor:
Alan Karthikesalingam, Umesh Telang, Basil Mustafa, Nick Pawlowski, A. Taylan Cemgil, Vivek T. Natarajan, Greg S. Corrado, Jim Winkens, Peggy Bui, Abhijit Guha Roy, Yun Liu, Zachary Beaver, Yuan Liu, Patricia MacWilliams, Samantha Winter, Shekoofeh Azizi, Balaji Lakshminarayanan, Jan Freyberg, Nam Vo, Aaron Loh, Jie Ren
We develop and rigorously evaluate a deep learning based system that can accurately classify skin conditions while detecting rare conditions for which there is not enough data available for training a confident classifier. We frame this task as an ou
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::29f1481559c5e1a317545f81769528df
Autor:
Olivier J.J. Sluijters, Josina D Kist, Elke de Jonge, Barnaby Stonier, Richard A. I. Bethlehem, Simon Baron-Cohen, Owen Parsons, Sarah K. Crockford, Jan Freyberg
The ability to correctly identify emotions in social stimuli such as faces is proposed to affect one’s level of cognitive empathy. The Fusiform Face Area shows a heightened neural response during the perception of faces relative to objects. We test
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::3f5c736dd714b8d101bbbad3a9faf221
https://doi.org/10.1101/2020.09.11.292706
https://doi.org/10.1101/2020.09.11.292706
Autor:
Grainne M. McAlonan, Eileen Daly, Charlotte M. Pretzsch, Richard A.E. Edden, Maria Andreina Mendez, Declan G. Murphy, Glynis Ivin, Martin Heasman, Jamie Horder, Jan Freyberg, David J. Lythgoe, Steven Williams, Laura Ajram, Bogdan Voinescu, Robert Wichers
Publikováno v:
Neuropsychopharmacology
There is increasing interest in the use of cannabis and its major non-intoxicating component cannabidiol (CBD) as a treatment for mental health and neurodevelopmental disorders, such as autism spectrum disorder (ASD). However, before launching large-
Publikováno v:
The Journal of Neuroscience. 33:6776-6781
Enhanced perception of detail has long been regarded a hallmark of autism spectrum conditions (ASC), but its origins are unknown. Normal sensitivity on all fundamental perceptual measures—visual acuity, contrast discrimination, and flicker detectio
Publikováno v:
Journal of Vision
Enhanced spatial processing of local visual details has been reported in individuals with autism spectrum conditions (ASC), and crowding is postulated to be a mechanism that may produce this ability. However, evidence for atypical crowding in ASC is
Publikováno v:
The Journal of neuroscience : the official journal of the Society for Neuroscience. 33(43)
An imbalance between cortical excitation and inhibition is a central component of many models of autistic neurobiology. We tested a potential behavioral footprint of this proposed imbalance using binocular rivalry, a visual phenomenon in which percep
Publikováno v:
Journal of Vision. 16:348