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The digital revolution in phenotyping

Anika Oellrich, Nigel Collier, Tudor Groza, Dietrich Rebholz-Schuhmann, Nigam Shah, Olivier Bodenreider, Mary Regina Boland, Ivo Georgiev, Hongfang Liu, Kevin Livingston, Augustin Luna, Ann-Marie Mallon (+7 others)
<span title="2015-09-29">2015</span> <i title="Oxford University Press (OUP)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/op7ztx4fhvairowgqifu7dnvsi" style="color: black;">Briefings in Bioinformatics</a> </i> &nbsp;
Table 1 : 1 Summarizes all resources mentioned throughout the manuscript, together with their URL and reference (where applicable) Resource Link The digital revolution in phenotyping | 5 by guest  ...  As mentioned above, some integration with other resources has been achieved, e.g. with anatomy and physiology ontologies, but a much larger The digital revolution in phenotyping | 7 by guest on January  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1093/bib/bbv083">doi:10.1093/bib/bbv083</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/26420780">pmid:26420780</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC5036847/">pmcid:PMC5036847</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/en3l44dsrnauhfeyyjccdtu4oy">fatcat:en3l44dsrnauhfeyyjccdtu4oy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200709120728/https://mor.nlm.nih.gov/pubs/pdf/2015-bib-ao.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/5f/3d/5f3d87e7d8150f4a803b70e817c7407092724cf5.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1093/bib/bbv083"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> oup.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5036847" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Digital phenotyping: a global tool for psychiatry

Thomas R. Insel
<span title="2018-09-07">2018</span> <i title="Wiley"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ir4izu63vne3lnxiv6alqg657y" style="color: black;">World Psychiatry</a> </i> &nbsp;
No doubt the revolution in genomics, which has given us new insights into the risk architecture of mental illness, and the revolution in neuroscience, which has given us a new view of mental illnesses  ...  The promise of digital phenotyping is that this objective measure happens in the context of a patient's lived experience, reflecting how he/she functions in his/her world, not in our clinic.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1002/wps.20550">doi:10.1002/wps.20550</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/30192103">pmid:30192103</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC6127813/">pmcid:PMC6127813</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lhn645qujvfx7at7i255xsdjxe">fatcat:lhn645qujvfx7at7i255xsdjxe</a> </span>
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Game changer: how informatics moved from a supporting role to a central position in healthcare

Lucila Ohno-Machado
<span title="">2013</span> <i title="Oxford University Press (OUP)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/aapnwtybrvghlc35hfimbtdlom" style="color: black;">JAMIA Journal of the American Medical Informatics Association</a> </i> &nbsp;
The digital revolution had a late start in healthcare, but recent developments are helping it catch up quickly with other industries.  ...  There is no way back from the digital revolution in healthcare: there is instead an exciting landscape of opportunities ahead, and informatics is at its center.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1136/amiajnl-2013-002434">doi:10.1136/amiajnl-2013-002434</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/24302668">pmid:24302668</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC3861937/">pmcid:PMC3861937</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nyhq7uv2bnhcjbpmqje7mjodsm">fatcat:nyhq7uv2bnhcjbpmqje7mjodsm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200207045613/http://europepmc.org/backend/ptpmcrender.fcgi?accid=PMC3861937&amp;blobtype=pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/fd/3f/fd3f60da5d1318147d8c3c00324d9a9436cec904.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1136/amiajnl-2013-002434"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3861937" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Personalized Health Care and Public Health in the Digital Age

Oliver Y. Chén, Bryn Roberts
<span title="2021-03-30">2021</span> <i title="Frontiers Media SA"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/oahna4ohmbebln5zyufhojnnsy" style="color: black;">Frontiers in Digital Health</a> </i> &nbsp;
Recent years have seen a digital revolution in personalized health care and public health (1) (2) (3) (4) .  ...  We may see an expedited digital health revolution, thanks to the fourth industrial revolution (Industry 4.0) supported by 5G and the Internet of Things (48).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3389/fdgth.2021.595704">doi:10.3389/fdgth.2021.595704</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/34713084">pmid:34713084</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC8521939/">pmcid:PMC8521939</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2lmfovrsx5cylernwbhy37yohi">fatcat:2lmfovrsx5cylernwbhy37yohi</a> </span>
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Digital insights: bridging the phenotype-to-genotype divide

Matthew F McCabe, Mark Tester
<span title="2021-04-02">2021</span> <i title="Oxford University Press (OUP)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/gy3m6flsmfc6dmfozi3oq3pjiy" style="color: black;">Journal of Experimental Botany</a> </i> &nbsp;
Drone phenotyping and machine learning enable discovery of loci regulating daily floral opening in lettuce. Journal of Experimental Botany 72,2979–2994.  ...  A key element of digital agriculture is the procurement of high-resolution spatial and temporal data in a timely and useable manner.  ...  of digital agriculture.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1093/jxb/erab108">doi:10.1093/jxb/erab108</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/33822175">pmid:33822175</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/g3ywwsaa4bdw3mgxq3y5t7yu24">fatcat:g3ywwsaa4bdw3mgxq3y5t7yu24</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210716232643/https://repository.kaust.edu.sa/bitstream/handle/10754/668582/erab108.pdf;jsessionid=8E426ABE511667FDA5F062E5D9A15CCD?sequence=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/bd/b2/bdb262f97f41ff5105a142d21249f3d2f6f2c6f4.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1093/jxb/erab108"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> oup.com </button> </a>

Toward Single Plant Digital Twin via 3D Plants Reconstruction and Segmentation

Riccardo Bertoglio, Andrea Romanoni, Giulio Fontana, Matteo Matteucci
<span title="2019-10-18">2019</span> <i title="Zenodo"> Zenodo </i> &nbsp;
With the advent of Precision Agriculture we are going in the direction of a fourth agricultural revolution.  ...  One of the requirements for agricultural machines to accomplish in-field localized operations is to have a digital model of each single crop plant.  ...  As for the Digital Twin in Industry 4.0, we present here a first step toward the Plant Digital Twin in Agriculture 4.0, where each plant will have a digital counterpart with its story, its current status  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4782504">doi:10.5281/zenodo.4782504</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ed76x36y4fgo3kmbxceo6apepq">fatcat:ed76x36y4fgo3kmbxceo6apepq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210729054814/https://zenodo.org/record/4782505/files/Toward%20Single%20Plant%20Digital%20Twin%20via%203D%20Plants%20Reconstruction%20and%20Segmentation.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/22/0c/220c23861bf0c5aa75d4dc61d552c5bfa34026b8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4782504"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

Biotechnological and Digital Revolution for Climate-Smart Plant Breeding

Francesca Taranto, Alessandro Nicolia, Stefano Pavan, Pasquale De Vita, Nunzio D'Agostino
<span title="2018-11-26">2018</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/yws6xlpwzjf7llvhkn3wayuvfu" style="color: black;">Agronomy</a> </i> &nbsp;
, and acknowledge all the benefits that have been introduced into breeding strategies with the biotechnological and digital revolution.  ...  In this review, we describe the toolbox the breeder has to face the challenges imposed by climate change, remark on the key role bioinformatics plays in the analysis and interpretation of big "omics" data  ...  Acknowledgments: We are really grateful to Annalisa Manfredi for her excellent contribution in designing and drawing Figure 2 . Conflicts of Interest: The authors declare no conflict of interest.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/agronomy8120277">doi:10.3390/agronomy8120277</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/t3il5sbxzzbr5lk7uaplsnngc4">fatcat:t3il5sbxzzbr5lk7uaplsnngc4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190502123217/https://res.mdpi.com/agronomy/agronomy-08-00277/article_deploy/agronomy-08-00277.pdf?filename=&amp;attachment=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d7/6c/d76c78de1fb05c043036b88baf98b81275e9e9d6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/agronomy8120277"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Toward a Patient-Centered, Data-Driven Cardiology

Antonio Luiz Ribeiro, Gláucia Maria Moraes de Oliveira
<span title="">2019</span> <i title="GN1 Genesis Network"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/qqwggfeqcrh2dhgu6f7lx3vjme" style="color: black;">Arquivos Brasileiros de Cardiologia</a> </i> &nbsp;
, triggered a revolution in the way of thinking and performing healthcare practice.  ...  There are several situations without evidence, or situations in which the evidence is inconsistent or of poor quality. 3 In the last two decades, the use of digital technology has invaded daily life worldwide  ...  reviews and meta-analyses, triggered a revolution in the way of thinking and performing healthcare practice.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5935/abc.20190069">doi:10.5935/abc.20190069</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/30994714">pmid:30994714</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC6459428/">pmcid:PMC6459428</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jnhrfqv6dnb7rfzlphxcw5l5re">fatcat:jnhrfqv6dnb7rfzlphxcw5l5re</a> </span>
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Digital phenotyping and sensitive health data: Implications for data governance

Ignacio Perez-Pozuelo, Dimitris Spathis, Jordan Gifford-Moore, Jessica Morley, Josh Cowls
<span title="2021-02-27">2021</span> <i title="Oxford University Press (OUP)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/aapnwtybrvghlc35hfimbtdlom" style="color: black;">JAMIA Journal of the American Medical Informatics Association</a> </i> &nbsp;
In this perspective we want to highlight the rise of what we call "digital phenotyping" or inferring insights about peopleãs health and behavior from their digital devices and data, and the challenges  ...  Here, we offer an overview of the risks this introduces, drawing on the earlier revolution in genomic sequencing, and propose guidelines to help protect privacy whilst utilizing personal data to help get  ...  enabling the development of the digital phenotyping field.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1093/jamia/ocab012">doi:10.1093/jamia/ocab012</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/33647989">pmid:33647989</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC8363798/">pmcid:PMC8363798</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/teo3opgjtfg3rosroxqateodl4">fatcat:teo3opgjtfg3rosroxqateodl4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210715164222/https://www.repository.cam.ac.uk/bitstream/handle/1810/316526/ocab012.pdf;jsessionid=1115E906478259204045D7EF3548AC18?sequence=4" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/10/8b/108b36c14cf5e76acd3021caf1fa8be80692fa1e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1093/jamia/ocab012"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> oup.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8363798" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Life's Late Digital Revolution and Why It Matters for the Study of the Origins of Life

David Baum, Niles Lehman
<span title="2017-08-25">2017</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/gbzbhas4rfd5pkn6xglvth3dre" style="color: black;">Life</a> </i> &nbsp;
The information contained in life exists in two forms, analog and digital.  ...  Digital information is encoded in linear polymers such as DNA and RNA, whose side chains come in discrete chemical forms. Here, we argue that the analog form of information preceded the digital.  ...  Author Contributions: D.A.B. and N.L. conceived the idea and wrote the paper. Conflicts of Interest: The authors declare no conflict of interest.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/life7030034">doi:10.3390/life7030034</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/28841166">pmid:28841166</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC5617959/">pmcid:PMC5617959</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/uycqxpiuabe53nokajliy4pevm">fatcat:uycqxpiuabe53nokajliy4pevm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190427060441/https://pdxscholar.library.pdx.edu/cgi/viewcontent.cgi?article=1212&amp;context=chem_fac" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/24/0c/240c45060fac89fc800d825fd2ea3666754091fe.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/life7030034"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5617959" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Digital technology to support mental health: a brief introduction to what it is and why it is important?

Julie Prescott
<span title="2022-04-06">2022</span> <i title="Emerald"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/uhbs22obkvez7pczwppnq2mcwi" style="color: black;">Mental Health and Social Inclusion</a> </i> &nbsp;
Originality/value Over the past ten years the author has developed an interest in the use of digital technologies to support mental health.  ...  Design/methodology/approach In this first of a regular series of articles, this paper introduces the reader to the area of digital technology to support mental health and why it is important.  ...  In his insights article Insel (2018) , posits the promise digital phenotyping can have for psychiatry and could provide a revolution for the global mental health problem.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1108/mhsi-02-2022-0010">doi:10.1108/mhsi-02-2022-0010</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/z2ejz5ymrjcfnnxdvxoc3qj3jm">fatcat:z2ejz5ymrjcfnnxdvxoc3qj3jm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220520063408/https://www.emerald.com/insight/content/doi/10.1108/MHSI-02-2022-0010/full/pdf?title=digital-technology-to-support-mental-health-a-brief-introduction-to-what-it-is-and-why-it-is-important" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/da/ec/daec33ef75e6084d2af07427039bc95561ae9601.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1108/mhsi-02-2022-0010"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Digital Phenotyping and Dynamic Monitoring of Adolescents Treated for Cancer to Guide Intervention: Embracing a New Era

Johanna M. C. Blom, Chiara Colliva, Cristina Benatti, Fabio Tascedda, Luca Pani
<span title="2021-06-28">2021</span> <i title="Frontiers Media SA"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/mefn5t5kjndavkrqau5bzfpaoe" style="color: black;">Frontiers in Oncology</a> </i> &nbsp;
A B C D FIGURE 1 | An integrated multi-dimensional model for the use of digital phenotyping as part of a digital "toolbox" to be used in adolescents with cancer.  ...  Digital phenotyping, however, should be taken as just one of the instruments of a digital health toolbox.  ...  The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3389/fonc.2021.673581">doi:10.3389/fonc.2021.673581</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xh3i2f7nx5eedow7vb476vy3pe">fatcat:xh3i2f7nx5eedow7vb476vy3pe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210630035252/https://fjfsdata01prod.blob.core.windows.net/articles/files/673581/pubmed-zip/.versions/2/.package-entries/fonc-11-673581.pdf?sv=2018-03-28&amp;sr=b&amp;sig=QoNN6PyA85FgwvlgiCD6w10esKpWi34T1DQWrKMRl6k%3D&amp;se=2021-06-30T03%3A53%3A21Z&amp;sp=r&amp;rscd=attachment%3B%20filename%2A%3DUTF-8%27%27fonc-11-673581.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/cc/79/cc7942220ac2758472fb7d033a7b93da426625fd.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3389/fonc.2021.673581"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> frontiersin.org </button> </a>

Harnessing Smartphone-Based Digital Phenotyping to Enhance Behavioral and Mental Health

Jukka-Pekka Onnela, Scott L Rauch
<span title="2016-01-28">2016</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/zscwnf3bera7vcvkm7bgnh2sbu" style="color: black;">Neuropsychopharmacology</a> </i> &nbsp;
In the bigger picture, we see digital phenotyping as being part of deep phenotyping.  ...  Two prime examples are the telescope and the microscope; although these predate the industrial revolution, both can be found in today's laboratories throughout the world and they remain at the center of  ...  The other author declares no conflict of interest.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1038/npp.2016.7">doi:10.1038/npp.2016.7</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/26818126">pmid:26818126</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC4869063/">pmcid:PMC4869063</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/i3wf5g3ewrfmdfsk2ijjgy76j4">fatcat:i3wf5g3ewrfmdfsk2ijjgy76j4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200313122030/https://www.nature.com/articles/npp20167.pdf?error=cookies_not_supported&amp;code=bbfcb8d6-4e53-4aea-8095-adeb555d5155" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/08/33/0833eabe6639de794970c3be4925eefab94c8c09.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1038/npp.2016.7"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4869063" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

New vistas for developmental biology

Scott F. Gilbert, Rocky S. Tuan
<span title="">2001</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/25fgc7sh5jeihft4rhqugzysba" style="color: black;">Journal of Biosciences</a> </i> &nbsp;
This approach will also revolutionize teaching.  ...  Digital graphics technologies are already beginning to make it easier to plot developmental changes in transcription patterns.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/bf02703737">doi:10.1007/bf02703737</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/11568473">pmid:11568473</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2tfwmhka6ve65i57rtjy3e2giy">fatcat:2tfwmhka6ve65i57rtjy3e2giy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191002052424/https://works.swarthmore.edu/cgi/viewcontent.cgi?article=1189&amp;context=fac-biology" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/9b/5c/9b5c82cf2c2eff8bccb9cc48ce84842d74141264.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/bf02703737"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> springer.com </button> </a>

Wearables and mHealth in mental health and neurological disorders

Joachim Behar, Julien Oster, Maarten De Vos, Gari D Clifford
<span title="2019-05-09">2019</span> <i title="IOP Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/zfrt37p46zhmphdl5ewabqthru" style="color: black;">Physiological Measurement</a> </i> &nbsp;
We also hope that these will inspire new research and contribute to the adoption of such technology for practical medical applications, and make digital phenotyping one of the most impactful revolutions  ...  However, to unveil the potential of digital phenotyping it is necessary to identify the digital biomarkers that matter and evaluate their predictive value in large and diverse populations (Chauvin and  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1088/1361-6579/ab2057">doi:10.1088/1361-6579/ab2057</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/31071688">pmid:31071688</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vmkg5wvnxnaapnvjaa6axcfjby">fatcat:vmkg5wvnxnaapnvjaa6axcfjby</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200313005749/https://iopscience.iop.org/article/10.1088/1361-6579/ab2057/pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ee/a5/eea59f3cb81af26746021ea16164071e9ade5f00.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1088/1361-6579/ab2057"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> iop.org </button> </a>
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