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Applications of Deep Learning and Reinforcement Learning to Biological Data
Applications of Deep Learning and Reinforcement Learning to Biological Data
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Applications of Deep Learning and Reinforcement Learning to Biological Data

Mahmud, Mufti ; Kaiser, Mohammed Shamim ; Hussain, Amir ; Vassanelli, Stefano

IEEE transaction on neural networks and learning systems, 2018-06, Vol.29 (6), p.2063-2079

United States: IEEE

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Molecular, spatial, and functional single-cell profiling of the hypothalamic preoptic region
Molecular, spatial, and functional single-cell profiling of the hypothalamic preoptic region
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Molecular, spatial, and functional single-cell profiling of the hypothalamic preoptic region

Moffitt, Jeffrey R ; Bambah-Mukku, Dhananjay ; Eichhorn, Stephen W ; Vaughn, Eric ; Shekhar, Karthik ; Perez, Julio D ; Rubinstein, Nimrod D ; Hao, Junjie ; Regev, Aviv ; Dulac, Catherine ; Zhuang, Xiaowei

Science (American Association for the Advancement of Science), 2018-11, Vol.362 (6416) [Periódico revisado por pares]

United States: The American Association for the Advancement of Science

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3
Genome-wide association studies of brain imaging phenotypes in UK Biobank
Genome-wide association studies of brain imaging phenotypes in UK Biobank
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Genome-wide association studies of brain imaging phenotypes in UK Biobank

Elliott, Lloyd T ; Sharp, Kevin ; Alfaro-Almagro, Fidel ; Shi, Sinan ; Miller, Karla L ; Douaud, Gwenaëlle ; Marchini, Jonathan ; Smith, Stephen M

Nature (London), 2018-10, Vol.562 (7726), p.210-216 [Periódico revisado por pares]

England: Nature Publishing Group

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4
Multi-scale detection of hierarchical community architecture in structural and functional brain networks
Multi-scale detection of hierarchical community architecture in structural and functional brain networks
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Multi-scale detection of hierarchical community architecture in structural and functional brain networks

Ashourvan, Arian ; Telesford, Qawi K ; Verstynen, Timothy ; Vettel, Jean M ; Bassett, Danielle S Radicchi, Filippo

PloS one, 2019-05, Vol.14 (5), p.e0215520-e0215520 [Periódico revisado por pares]

United States: Public Library of Science

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5
Brain-wide functional architecture remodeling by alcohol dependence and abstinence
Brain-wide functional architecture remodeling by alcohol dependence and abstinence
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Brain-wide functional architecture remodeling by alcohol dependence and abstinence

Kimbrough, Adam ; Lurie, Daniel J. ; Collazo, Andres ; Kreifeldt, Max ; Sidhu, Harpreet ; Macedo, Giovana Camila ; D’Esposito, Mark ; Contet, Candice ; George, Olivier

Proceedings of the National Academy of Sciences - PNAS, 2020-01, Vol.117 (4), p.2149-2159 [Periódico revisado por pares]

United States: National Academy of Sciences

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A convergent functional architecture of the insula emerges across imaging modalities
A convergent functional architecture of the insula emerges across imaging modalities
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A convergent functional architecture of the insula emerges across imaging modalities

Kelly, Clare ; Toro, Roberto ; Di Martino, Adriana ; Cox, Christine L. ; Bellec, Pierre ; Castellanos, F. Xavier ; Milham, Michael P.

NeuroImage (Orlando, Fla.), 2012-07, Vol.61 (4), p.1129-1142 [Periódico revisado por pares]

United States: Elsevier Inc

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7
Overcoming Methodological Challenges to Gain Insight on Human Subcortical Functional Connectivity
Overcoming Methodological Challenges to Gain Insight on Human Subcortical Functional Connectivity
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Overcoming Methodological Challenges to Gain Insight on Human Subcortical Functional Connectivity

McKeon, Paige

The Journal of neuroscience, 2023-09, Vol.43 (39), p.43 [Periódico revisado por pares]

Baltimore: Society for Neuroscience

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8
Single-cell nuclear architecture across cell types in the mouse brain
Single-cell nuclear architecture across cell types in the mouse brain
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Single-cell nuclear architecture across cell types in the mouse brain

Takei, Yodai ; Zheng, Shiwei ; Yun, Jina ; Shah, Sheel ; Pierson, Nico ; White, Jonathan ; Schindler, Simone ; Tischbirek, Carsten H ; Yuan, Guo-Cheng ; Cai, Long

Science (American Association for the Advancement of Science), 2021-10, Vol.374 (6567), p.586-594 [Periódico revisado por pares]

United States: The American Association for the Advancement of Science

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9
Automatic segmentation of brain MRI using a novel patch-wise U-net deep architecture
Automatic segmentation of brain MRI using a novel patch-wise U-net deep architecture
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Automatic segmentation of brain MRI using a novel patch-wise U-net deep architecture

Lee, Bumshik ; Yamanakkanavar, Nagaraj ; Choi, Jae Young Punithakumar, Kumaradevan

PloS one, 2020-08, Vol.15 (8), p.e0236493-e0236493 [Periódico revisado por pares]

United States: Public Library of Science

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10
Automatic brain tumor detection using CNN transfer learning approach
Automatic brain tumor detection using CNN transfer learning approach
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Automatic brain tumor detection using CNN transfer learning approach

Bairagi, Vinayak K. ; Gumaste, Pratima Purushottam ; Rajput, Seema H. ; Chethan K. S.

Medical & biological engineering & computing, 2023-07, Vol.61 (7), p.1821-1836 [Periódico revisado por pares]

Berlin/Heidelberg: Springer Berlin Heidelberg

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