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1
Deep Learning for Electromyographic Hand Gesture Signal Classification Using Transfer Learning
Deep Learning for Electromyographic Hand Gesture Signal Classification Using Transfer Learning
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Deep Learning for Electromyographic Hand Gesture Signal Classification Using Transfer Learning

Cote-Allard, Ulysse ; Fall, Cheikh Latyr ; Drouin, Alexandre ; Campeau-Lecours, Alexandre ; Gosselin, Clement ; Glette, Kyrre ; Laviolette, Francois ; Gosselin, Benoit

IEEE transactions on neural systems and rehabilitation engineering, 2019-04, Vol.27 (4), p.760-771 [Periódico revisado por pares]

United States: IEEE

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2
Animal Immunization, in Vitro Display Technologies, and Machine Learning for Antibody Discovery
Animal Immunization, in Vitro Display Technologies, and Machine Learning for Antibody Discovery
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Animal Immunization, in Vitro Display Technologies, and Machine Learning for Antibody Discovery

Laustsen, Andreas H. ; Greiff, Victor ; Karatt-Vellatt, Aneesh ; Muyldermans, Serge ; Jenkins, Timothy P.

Trends in biotechnology (Regular ed.), 2021-12, Vol.39 (12), p.1263-1273 [Periódico revisado por pares]

England: Elsevier Ltd

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3
Using structural MRI to identify bipolar disorders - 13 site machine learning study in 3020 individuals from the ENIGMA Bipolar Disorders Working Group
Using structural MRI to identify bipolar disorders - 13 site machine learning study in 3020 individuals from the ENIGMA Bipolar Disorders Working Group
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Using structural MRI to identify bipolar disorders - 13 site machine learning study in 3020 individuals from the ENIGMA Bipolar Disorders Working Group

Nunes, Abraham ; Schnack, Hugo G ; Ching, Christopher R K ; Agartz, Ingrid ; Akudjedu, Theophilus N ; Alda, Martin ; Alnæs, Dag ; Alonso-Lana, Silvia ; Bauer, Jochen ; Baune, Bernhard T ; Bøen, Erlend ; Bonnin, Caterina Del Mar ; Busatto, Geraldo F ; Canales-Rodríguez, Erick J ; Cannon, Dara M ; Caseras, Xavier ; Chaim-Avancini, Tiffany M ; Dannlowski, Udo ; Díaz-Zuluaga, Ana M ; Dietsche, Bruno ; Doan, Nhat Trung ; Duchesnay, Edouard ; Elvsåshagen, Torbjørn ; Emden, Daniel ; Eyler, Lisa T ; Fatjó-Vilas, Mar ; Favre, Pauline ; Foley, Sonya F ; Fullerton, Janice M ; Glahn, David C ; Goikolea, Jose M ; Grotegerd, Dominik ; Hahn, Tim ; Henry, Chantal ; Hibar, Derrek P ; Houenou, Josselin ; Howells, Fleur M ; Jahanshad, Neda ; Kaufmann, Tobias ; Kenney, Joanne ; Kircher, Tilo T J ; Krug, Axel ; Lagerberg, Trine V ; Lenroot, Rhoshel K ; López-Jaramillo, Carlos ; Machado-Vieira, Rodrigo ; Malt, Ulrik F ; McDonald, Colm ; Mitchell, Philip B ; Mwangi, Benson ; Nabulsi, Leila ; Opel, Nils ; Overs, Bronwyn J ; Pineda-Zapata, Julian A ; Pomarol-Clotet, Edith ; Redlich, Ronny ; Roberts, Gloria ; Rosa, Pedro G ; Salvador, Raymond ; Satterthwaite, Theodore D ; Soares, Jair C ; Stein, Dan J ; Temmingh, Henk S ; Trappenberg, Thomas ; Uhlmann, Anne ; van Haren, Neeltje E M ; Vieta, Eduard ; Westlye, Lars T ; Wolf, Daniel H ; Yüksel, Dilara ; Zanetti, Marcus V ; Andreassen, Ole A ; Thompson, Paul M ; Hajek, Tomas

Molecular psychiatry, 2020-09, Vol.25 (9), p.2130-2143 [Periódico revisado por pares]

England: Nature Publishing Group

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4
White matter microstructure across the adult lifespan: A mixed longitudinal and cross-sectional study using advanced diffusion models and brain-age prediction
White matter microstructure across the adult lifespan: A mixed longitudinal and cross-sectional study using advanced diffusion models and brain-age prediction
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White matter microstructure across the adult lifespan: A mixed longitudinal and cross-sectional study using advanced diffusion models and brain-age prediction

Beck, Dani ; de Lange, Ann-Marie G. ; Maximov, Ivan I. ; Richard, Geneviève ; Andreassen, Ole A. ; Nordvik, Jan E. ; Westlye, Lars T.

NeuroImage (Orlando, Fla.), 2021-01, Vol.224, p.117441-117441, Article 117441 [Periódico revisado por pares]

United States: Elsevier Inc

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5
Leveraging multi-way interactions for systematic prediction of pre-clinical drug combination effects
Leveraging multi-way interactions for systematic prediction of pre-clinical drug combination effects
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Leveraging multi-way interactions for systematic prediction of pre-clinical drug combination effects

Julkunen, Heli ; Cichonska, Anna ; Gautam, Prson ; Szedmak, Sandor ; Douat, Jane ; Pahikkala, Tapio ; Aittokallio, Tero ; Rousu, Juho

Nature communications, 2020-12, Vol.11 (1), p.6136-11, Article 6136 [Periódico revisado por pares]

England: Nature Publishing Group

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6
Statistical upscaling of ecosystem CO2 fluxes across the terrestrial tundra and boreal domain: Regional patterns and uncertainties
Statistical upscaling of ecosystem CO2 fluxes across the terrestrial tundra and boreal domain: Regional patterns and uncertainties
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Statistical upscaling of ecosystem CO2 fluxes across the terrestrial tundra and boreal domain: Regional patterns and uncertainties

Virkkala, Anna‐Maria ; Aalto, Juha ; Rogers, Brendan M. ; Tagesson, Torbern ; Treat, Claire C. ; Natali, Susan M. ; Watts, Jennifer D. ; Potter, Stefano ; Lehtonen, Aleksi ; Mauritz, Marguerite ; Schuur, Edward A. G. ; Kochendorfer, John ; Zona, Donatella ; Oechel, Walter ; Kobayashi, Hideki ; Humphreys, Elyn ; Goeckede, Mathias ; Iwata, Hiroki ; Lafleur, Peter M. ; Euskirchen, Eugenie S. ; Bokhorst, Stef ; Marushchak, Maija ; Martikainen, Pertti J. ; Elberling, Bo ; Voigt, Carolina ; Biasi, Christina ; Sonnentag, Oliver ; Parmentier, Frans‐Jan W. ; Ueyama, Masahito ; Celis, Gerardo ; St.Louis, Vincent L. ; Emmerton, Craig A. ; Peichl, Matthias ; Chi, Jinshu ; Järveoja, Järvi ; Nilsson, Mats B. ; Oberbauer, Steven F. ; Torn, Margaret S. ; Park, Sang‐Jong ; Dolman, Han ; Mammarella, Ivan ; Chae, Namyi ; Poyatos, Rafael ; López‐Blanco, Efrén ; Christensen, Torben Røjle ; Kwon, Min Jung ; Sachs, Torsten ; Holl, David ; Luoto, Miska

Global change biology, 2021-09, Vol.27 (17), p.4040-4059 [Periódico revisado por pares]

Oxford: Blackwell Publishing Ltd

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7
A large, open source dataset of stroke anatomical brain images and manual lesion segmentations
A large, open source dataset of stroke anatomical brain images and manual lesion segmentations
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A large, open source dataset of stroke anatomical brain images and manual lesion segmentations

Liew, Sook-Lei ; Anglin, Julia M ; Banks, Nick W ; Sondag, Matt ; Ito, Kaori L ; Kim, Hosung ; Chan, Jennifer ; Ito, Joyce ; Jung, Connie ; Khoshab, Nima ; Lefebvre, Stephanie ; Nakamura, William ; Saldana, David ; Schmiesing, Allie ; Tran, Cathy ; Vo, Danny ; Ard, Tyler ; Heydari, Panthea ; Kim, Bokkyu ; Aziz-Zadeh, Lisa ; Cramer, Steven C ; Liu, Jingchun ; Soekadar, Surjo ; Nordvik, Jan-Egil ; Westlye, Lars T ; Wang, Junping ; Winstein, Carolee ; Yu, Chunshui ; Ai, Lei ; Koo, Bonhwang ; Craddock, R Cameron ; Milham, Michael ; Lakich, Matthew ; Pienta, Amy ; Stroud, Alison

Scientific data, 2018-02, Vol.5 (1), p.180011-180011, Article 180011 [Periódico revisado por pares]

England: Nature Publishing Group

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8
Amelioration of Alzheimer's disease pathology by mitophagy inducers identified via machine learning and a cross-species workflow
Amelioration of Alzheimer's disease pathology by mitophagy inducers identified via machine learning and a cross-species workflow
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Amelioration of Alzheimer's disease pathology by mitophagy inducers identified via machine learning and a cross-species workflow

Xie, Chenglong ; Zhuang, Xu-Xu ; Niu, Zhangming ; Ai, Ruixue ; Lautrup, Sofie ; Zheng, Shuangjia ; Jiang, Yinghui ; Han, Ruiyu ; Gupta, Tanima Sen ; Cao, Shuqin ; Lagartos-Donate, Maria Jose ; Cai, Cui-Zan ; Xie, Li-Ming ; Caponio, Domenica ; Wang, Wen-Wen ; Schmauck-Medina, Tomas ; Zhang, Jianying ; Wang, He-Ling ; Lou, Guofeng ; Xiao, Xianglu ; Zheng, Wenhua ; Palikaras, Konstantinos ; Yang, Guang ; Caldwell, Kim A ; Caldwell, Guy A ; Shen, Han-Ming ; Nilsen, Hilde ; Lu, Jia-Hong ; Fang, Evandro F

Nature biomedical engineering, 2022-01, Vol.6 (1), p.76-93 [Periódico revisado por pares]

England: Nature Publishing Group

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9
Prediction of brain age and cognitive age: Quantifying brain and cognitive maintenance in aging
Prediction of brain age and cognitive age: Quantifying brain and cognitive maintenance in aging
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Prediction of brain age and cognitive age: Quantifying brain and cognitive maintenance in aging

Anatürk, Melis ; Kaufmann, Tobias ; Cole, James H. ; Suri, Sana ; Griffanti, Ludovica ; Zsoldos, Enikő ; Filippini, Nicola ; Singh‐Manoux, Archana ; Kivimäki, Mika ; Westlye, Lars T. ; Ebmeier, Klaus P. ; Lange, Ann‐Marie G.

Human brain mapping, 2021-04, Vol.42 (6), p.1626-1640 [Periódico revisado por pares]

Hoboken, USA: John Wiley & Sons, Inc

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10
Machine-designed biotherapeutics: opportunities, feasibility and advantages of deep learning in computational antibody discovery
Machine-designed biotherapeutics: opportunities, feasibility and advantages of deep learning in computational antibody discovery
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Machine-designed biotherapeutics: opportunities, feasibility and advantages of deep learning in computational antibody discovery

Wilman, Wiktoria ; Wróbel, Sonia ; Bielska, Weronika ; Deszynski, Piotr ; Dudzic, Paweł ; Jaszczyszyn, Igor ; Kaniewski, Jędrzej ; Młokosiewicz, Jakub ; Rouyan, Anahita ; Satława, Tadeusz ; Kumar, Sandeep ; Greiff, Victor ; Krawczyk, Konrad

Briefings in bioinformatics, 2022-07, Vol.23 (4) [Periódico revisado por pares]

Oxford: Oxford University Press

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