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Dr Guy Fagherazzi, MSc, PhD<p>💰The « 1 Million Dollar Question » of the day: What is a <a href="https://med-mastodon.com/tags/DigitalBiomarker" class="mention hashtag" rel="tag">#<span>DigitalBiomarker</span></a>?</p><p>Welll, no one really seems to agree… That is a bummer!</p><p>We need to do better for such a critical definition. We need official guidance and a consensus on the definition.</p><p>See this new systematic mapping and review</p><p>⚠️ Not yet peer-reviewed ⚠️. </p><p>The preprint <span class="h-card" translate="no"><a href="https://biologists.social/@medrxivpreprint" class="u-url mention">@<span>medrxivpreprint</span></a></span> <a href="https://www.medrxiv.org/content/10.1101/2023.09.01.23294897v1" target="_blank" rel="nofollow noopener noreferrer" translate="no"><span class="invisible">https://www.</span><span class="ellipsis">medrxiv.org/content/10.1101/20</span><span class="invisible">23.09.01.23294897v1</span></a></p><p><a href="https://med-mastodon.com/tags/DigitalBiomarkers" class="mention hashtag" rel="tag">#<span>DigitalBiomarkers</span></a> <a href="https://med-mastodon.com/tags/Research" class="mention hashtag" rel="tag">#<span>Research</span></a> <a href="https://med-mastodon.com/tags/DigitalHealth" class="mention hashtag" rel="tag">#<span>DigitalHealth</span></a> <a href="https://med-mastodon.com/tags/AI" class="mention hashtag" rel="tag">#<span>AI</span></a> <a href="https://med-mastodon.com/tags/HealthTech" class="mention hashtag" rel="tag">#<span>HealthTech</span></a></p>
Dr Guy Fagherazzi, MSc, PhD<p>If you&#39;re interested in participating in <a href="https://med-mastodon.com/tags/ColiveVoice" class="mention hashtag" rel="tag">#<span>ColiveVoice</span></a>, find more details at <a href="https://www.colivevoice.org" target="_blank" rel="nofollow noopener noreferrer" translate="no"><span class="invisible">https://www.</span><span class="">colivevoice.org</span><span class="invisible"></span></a>.</p><p>Should you want to partner with Colive Voice and aid in recruiting participants (open to anyone above the age of 15, regardless of health status and conditions), please contact us <a href="https://www.colivevoice.org/en/contact/" target="_blank" rel="nofollow noopener noreferrer" translate="no"><span class="invisible">https://www.</span><span class="">colivevoice.org/en/contact/</span><span class="invisible"></span></a></p><p><a href="https://med-mastodon.com/tags/Diabetes" class="mention hashtag" rel="tag">#<span>Diabetes</span></a> <a href="https://med-mastodon.com/tags/Cancer" class="mention hashtag" rel="tag">#<span>Cancer</span></a> <a href="https://med-mastodon.com/tags/MentalHealth" class="mention hashtag" rel="tag">#<span>MentalHealth</span></a> <a href="https://med-mastodon.com/tags/RespiratoryHealth" class="mention hashtag" rel="tag">#<span>RespiratoryHealth</span></a> <a href="https://med-mastodon.com/tags/Research" class="mention hashtag" rel="tag">#<span>Research</span></a> <a href="https://med-mastodon.com/tags/Science" class="mention hashtag" rel="tag">#<span>Science</span></a> <a href="https://med-mastodon.com/tags/DigitalHealth" class="mention hashtag" rel="tag">#<span>DigitalHealth</span></a> <a href="https://med-mastodon.com/tags/DigitalEpidemiology" class="mention hashtag" rel="tag">#<span>DigitalEpidemiology</span></a> <a href="https://med-mastodon.com/tags/DigitalBiomarkers" class="mention hashtag" rel="tag">#<span>DigitalBiomarkers</span></a> <a href="https://med-mastodon.com/tags/VocalBiomarkers" class="mention hashtag" rel="tag">#<span>VocalBiomarkers</span></a></p>
Dr Guy Fagherazzi, MSc, PhD<p>I am spending my vacation in <a href="https://med-mastodon.com/tags/Guadeloupe" class="mention hashtag" rel="tag">#<span>Guadeloupe</span></a> with my family-in-law, so I took this opportunity to visit our friends at the Diabetology Department of CHU de la Guadeloupe. </p><p>Like many other partners, they assist the Luxembourg Institute of Health / Deep Digital Phenotyping research unit in recruiting participants for the Colive Voice research program.</p><p><a href="https://med-mastodon.com/tags/Research" class="mention hashtag" rel="tag">#<span>Research</span></a> <a href="https://med-mastodon.com/tags/DigitalHealth" class="mention hashtag" rel="tag">#<span>DigitalHealth</span></a> <a href="https://med-mastodon.com/tags/DigitalEpidemiology" class="mention hashtag" rel="tag">#<span>DigitalEpidemiology</span></a> <a href="https://med-mastodon.com/tags/VocalBiomarkers" class="mention hashtag" rel="tag">#<span>VocalBiomarkers</span></a> <a href="https://med-mastodon.com/tags/DigitalBiomarkers" class="mention hashtag" rel="tag">#<span>DigitalBiomarkers</span></a> <a href="https://med-mastodon.com/tags/ColiveVoice" class="mention hashtag" rel="tag">#<span>ColiveVoice</span></a> <a href="https://med-mastodon.com/tags/Diabetes" class="mention hashtag" rel="tag">#<span>Diabetes</span></a> <a href="https://med-mastodon.com/tags/Cancer" class="mention hashtag" rel="tag">#<span>Cancer</span></a> <a href="https://med-mastodon.com/tags/MentalHealth" class="mention hashtag" rel="tag">#<span>MentalHealth</span></a></p>
Alan Kotok<p>Audio Digital Biomarkers Start-Up Raises $3.7M in Seed Funds</p><p>A new company developing techniques to analyze internal physiological sounds captured by <a href="https://journa.host/tags/stethoscopes" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>stethoscopes</span></a> as <a href="https://journa.host/tags/health" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>health</span></a> indicators is raising $3.7 million in seed funds. </p><p><a href="https://sciencebusiness.technewslit.com/?p=44321" rel="nofollow noopener noreferrer" target="_blank"><span class="invisible">https://</span><span class="ellipsis">sciencebusiness.technewslit.co</span><span class="invisible">m/?p=44321</span></a> </p><p><a href="https://journa.host/tags/News" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>News</span></a> <a href="https://journa.host/tags/Science" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Science</span></a> <a href="https://journa.host/tags/Business" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Business</span></a> <a href="https://journa.host/tags/MedicalDevice" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MedicalDevice</span></a> <a href="https://journa.host/tags/DigitalBiomarkers" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DigitalBiomarkers</span></a> <a href="https://journa.host/tags/Engineering" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Engineering</span></a> <a href="https://journa.host/tags/StartUp" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>StartUp</span></a> <a href="https://journa.host/tags/Entrepreneurs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Entrepreneurs</span></a> <a href="https://journa.host/tags/TheNetherlands" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>TheNetherlands</span></a> <a href="https://journa.host/tags/Finland" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Finland</span></a> <a href="https://journa.host/tags/FDA" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>FDA</span></a> <a href="https://journa.host/tags/Finance" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Finance</span></a> <a href="https://journa.host/tags/VentureCapital" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>VentureCapital</span></a> <a href="https://journa.host/tags/SeedFunds" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SeedFunds</span></a></p>
David Berron<p>We are looking for a PhD student or postdoc to work with us on characterizing cognitive changes in early Alzheimer's disease using smartphone-based cognitive tests. Please get in touch for questions and apply via the link in the ad <a href="https://jobs.dzne.de/de/jobs/101092/phd-student-fmx-or-postdoctoral-researcher-fmx-4059202212" rel="nofollow noopener noreferrer" target="_blank"><span class="invisible">https://</span><span class="ellipsis">jobs.dzne.de/de/jobs/101092/ph</span><span class="invisible">d-student-fmx-or-postdoctoral-researcher-fmx-4059202212</span></a> <a href="https://mastodon.social/tags/DigitalBiomarkers" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DigitalBiomarkers</span></a> <a href="https://mastodon.social/tags/EMA" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>EMA</span></a> <a href="https://mastodon.social/tags/AmbulatoryAssessment" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AmbulatoryAssessment</span></a> <a href="https://mastodon.social/tags/Alz" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Alz</span></a></p>
David Berron<p>I will soon advertise a PhD student/postdoc position to work with us on characterizing cognitive change in early Alzheimer’s disease using smartphone-based high-frequency testing. Please get in touch if interested! <a href="https://mastodon.social/tags/DigitalBiomarkers" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DigitalBiomarkers</span></a> <a href="https://mastodon.social/tags/EMA" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>EMA</span></a> <a href="https://mastodon.social/tags/AmbulatoryAssessment" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AmbulatoryAssessment</span></a></p>
Dr Guy Fagherazzi, MSc, PhD<p><a href="https://med-mastodon.com/tags/DigitalHealth" class="mention hashtag" rel="tag">#<span>DigitalHealth</span></a> <a href="https://med-mastodon.com/tags/DigitalBiomarkers" class="mention hashtag" rel="tag">#<span>DigitalBiomarkers</span></a> <a href="https://med-mastodon.com/tags/VocalBiomarkers" class="mention hashtag" rel="tag">#<span>VocalBiomarkers</span></a> <a href="https://med-mastodon.com/tags/COVID19" class="mention hashtag" rel="tag">#<span>COVID19</span></a> </p><p>This work has been led by the great @AbirElbeji@twitter.com and our @DDP_LIH@twitter.com @LIH_Luxembourg@twitter.com. Thanks to the coauthors &amp; the @FnrLux@twitter.com &amp; the Losch Foundation for funding the Predi-Cohort study 🙏</p><p>7/</p>
Dr Guy Fagherazzi, MSc, PhD<p><a href="https://med-mastodon.com/tags/DigitalHealth" class="mention hashtag" rel="tag">#<span>DigitalHealth</span></a> <a href="https://med-mastodon.com/tags/DigitalBiomarkers" class="mention hashtag" rel="tag">#<span>DigitalBiomarkers</span></a> <a href="https://med-mastodon.com/tags/VocalBiomarkers" class="mention hashtag" rel="tag">#<span>VocalBiomarkers</span></a> <a href="https://med-mastodon.com/tags/COVID19" class="mention hashtag" rel="tag">#<span>COVID19</span></a> </p><p>The publication in <a href="https://med-mastodon.com/tags/OpenAccess" class="mention hashtag" rel="tag">#<span>OpenAccess</span></a> 👉<a href="https://bmjopen.bmj.com/content/12/11/e062463.full" target="_blank" rel="nofollow noopener noreferrer" translate="no"><span class="invisible">https://</span><span class="ellipsis">bmjopen.bmj.com/content/12/11/</span><span class="invisible">e062463.full</span></a></p><p>The code and the raw dataset are available in <a href="https://med-mastodon.com/tags/OpenSource" class="mention hashtag" rel="tag">#<span>OpenSource</span></a> <a href="https://med-mastodon.com/tags/OpenData" class="mention hashtag" rel="tag">#<span>OpenData</span></a> if you want to improve or replicate our models 👉 <a href="https://github.com/LIHVOICE/Predi_COVID_Fatigue_Vocal_Biomarker" target="_blank" rel="nofollow noopener noreferrer" translate="no"><span class="invisible">https://</span><span class="ellipsis">github.com/LIHVOICE/Predi_COVI</span><span class="invisible">D_Fatigue_Vocal_Biomarker</span></a></p><p>6/</p>
Dr Guy Fagherazzi, MSc, PhD<p><a href="https://med-mastodon.com/tags/DigitalHealth" class="mention hashtag" rel="tag">#<span>DigitalHealth</span></a> <a href="https://med-mastodon.com/tags/DigitalBiomarkers" class="mention hashtag" rel="tag">#<span>DigitalBiomarkers</span></a> <a href="https://med-mastodon.com/tags/VocalBiomarkers" class="mention hashtag" rel="tag">#<span>VocalBiomarkers</span></a> <a href="https://med-mastodon.com/tags/COVID19" class="mention hashtag" rel="tag">#<span>COVID19</span></a> </p><p>This study demonstrates the feasibility of identifying and remotely monitoring fatigue thanks to voice.</p><p>Some limitations were identified 👇</p><p>5/</p>
Dr Guy Fagherazzi, MSc, PhD<p><a href="https://med-mastodon.com/tags/DigitalHealth" class="mention hashtag" rel="tag">#<span>DigitalHealth</span></a> <a href="https://med-mastodon.com/tags/DigitalBiomarkers" class="mention hashtag" rel="tag">#<span>DigitalBiomarkers</span></a> <a href="https://med-mastodon.com/tags/VocalBiomarkers" class="mention hashtag" rel="tag">#<span>VocalBiomarkers</span></a> <a href="https://med-mastodon.com/tags/COVID19" class="mention hashtag" rel="tag">#<span>COVID19</span></a> </p><p>This is a summary of the best performances obtained in men and women for Android and iOS devices. 👇</p><p>4/</p>
Dr Guy Fagherazzi, MSc, PhD<p><a href="https://med-mastodon.com/tags/DigitalHealth" class="mention hashtag" rel="tag">#<span>DigitalHealth</span></a> <a href="https://med-mastodon.com/tags/DigitalBiomarkers" class="mention hashtag" rel="tag">#<span>DigitalBiomarkers</span></a> <a href="https://med-mastodon.com/tags/VocalBiomarkers" class="mention hashtag" rel="tag">#<span>VocalBiomarkers</span></a> <a href="https://med-mastodon.com/tags/COVID19" class="mention hashtag" rel="tag">#<span>COVID19</span></a> </p><p>We used pre-trained models that were further fine-tuned on our dataset 👇</p><p>3/</p>
Dr Guy Fagherazzi, MSc, PhD<p><a href="https://med-mastodon.com/tags/DigitalHealth" class="mention hashtag" rel="tag">#<span>DigitalHealth</span></a> <a href="https://med-mastodon.com/tags/DigitalBiomarkers" class="mention hashtag" rel="tag">#<span>DigitalBiomarkers</span></a> <a href="https://med-mastodon.com/tags/VocalBiomarkers" class="mention hashtag" rel="tag">#<span>VocalBiomarkers</span></a> <a href="https://med-mastodon.com/tags/COVID19" class="mention hashtag" rel="tag">#<span>COVID19</span></a> </p><p>This is the study design<br />- we regularly recorded participants along with symptoms (including fatigue)<br />- we preprocessed the data and trained <a href="https://med-mastodon.com/tags/AI" class="mention hashtag" rel="tag">#<span>AI</span></a> models, separated by gender and smartphone OS</p><p>2/</p>
Dr Guy Fagherazzi, MSc, PhD<p><a href="https://med-mastodon.com/tags/DigitalHealth" class="mention hashtag" rel="tag">#<span>DigitalHealth</span></a> <a href="https://med-mastodon.com/tags/DigitalBiomarkers" class="mention hashtag" rel="tag">#<span>DigitalBiomarkers</span></a> <a href="https://med-mastodon.com/tags/VocalBiomarkers" class="mention hashtag" rel="tag">#<span>VocalBiomarkers</span></a> </p><p>📄 Can we monitor fatigue using voice?</p><p>We tested this hypothesis in people with <a href="https://med-mastodon.com/tags/COVID19" class="mention hashtag" rel="tag">#<span>COVID19</span></a> from the Predi-Cohort study @DDP_LIH@twitter.com @LIH_Luxembourg@twitter.com @ResearchLux@twitter.com </p><p>Published in @BMJ_Open@twitter.com: <a href="https://bmjopen.bmj.com/content/12/11/e062463.full" target="_blank" rel="nofollow noopener noreferrer" translate="no"><span class="invisible">https://</span><span class="ellipsis">bmjopen.bmj.com/content/12/11/</span><span class="invisible">e062463.full</span></a></p><p>1/</p><p><a href="https://med-mastodon.com/tags/thread" class="mention hashtag" rel="tag">#<span>thread</span></a></p>
Dr Guy Fagherazzi, MSc, PhD<p><span class="h-card" translate="no"><a href="https://med-mastodon.com/@zainsyed" class="u-url mention">@<span>zainsyed</span></a></span> I am biased but vocal biomarkers are growing fast <a href="https://med-mastodon.com/tags/digitalhealth" class="mention hashtag" rel="tag">#<span>digitalhealth</span></a> <a href="https://med-mastodon.com/tags/digitalbiomarkers" class="mention hashtag" rel="tag">#<span>digitalbiomarkers</span></a></p>
Tomasz Adamusiak 🇺🇦<p><a href="https://fediscience.org/tags/introduction" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>introduction</span></a></p><p>I'm the Chief Scientist in the <a href="https://fediscience.org/tags/ClinicalInsights" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ClinicalInsights</span></a> &amp; <a href="https://fediscience.org/tags/Innovation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Innovation</span></a> Cell at <a href="https://fediscience.org/tags/MITRE" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MITRE</span></a></p><p>Before that I was the Director of <a href="https://fediscience.org/tags/DataScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataScience</span></a> and <a href="https://fediscience.org/tags/MedicalInformatics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MedicalInformatics</span></a> at Pfizer, leading <a href="https://fediscience.org/tags/DigitalHealth" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DigitalHealth</span></a> efforts in <a href="https://fediscience.org/tags/DigitalBiomarkers" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DigitalBiomarkers</span></a>, <a href="https://fediscience.org/tags/DecentralizedTrials" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DecentralizedTrials</span></a>, and <a href="https://fediscience.org/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> <a href="https://fediscience.org/tags/ML" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ML</span></a> algorithm development, as well as the co-PI for multiple <a href="https://fediscience.org/tags/ClinicalTrials" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ClinicalTrials</span></a> evaluating <a href="https://fediscience.org/tags/wearables" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>wearables</span></a>.</p><p>My interests for hashtag discovery:<br><a href="https://fediscience.org/tags/ArtificialIntelligence" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ArtificialIntelligence</span></a> <a href="https://fediscience.org/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MachineLearning</span></a> <a href="https://fediscience.org/tags/Bioinformatics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Bioinformatics</span></a> <a href="https://fediscience.org/tags/Genomics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Genomics</span></a> <a href="https://fediscience.org/tags/RealWorldEvidence" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RealWorldEvidence</span></a> <a href="https://fediscience.org/tags/HealthCare" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>HealthCare</span></a></p>
Dr Guy Fagherazzi, MSc, PhD<p>📢 &quot;To help make connections: name things that interest you but aren&#39;t in your profile as tags so they are searchable. Then boost/repeat its instructions so others know to do the same.&quot;</p><p>👇</p><p><a href="https://med-mastodon.com/tags/epidemiology" class="mention hashtag" rel="tag">#<span>epidemiology</span></a> <a href="https://med-mastodon.com/tags/publichealth" class="mention hashtag" rel="tag">#<span>publichealth</span></a> <a href="https://med-mastodon.com/tags/digitalhealth" class="mention hashtag" rel="tag">#<span>digitalhealth</span></a> <a href="https://med-mastodon.com/tags/academic" class="mention hashtag" rel="tag">#<span>academic</span></a> <a href="https://med-mastodon.com/tags/ClinicalResearch" class="mention hashtag" rel="tag">#<span>ClinicalResearch</span></a> <a href="https://med-mastodon.com/tags/science" class="mention hashtag" rel="tag">#<span>science</span></a> <a href="https://med-mastodon.com/tags/scicomm" class="mention hashtag" rel="tag">#<span>scicomm</span></a> <a href="https://med-mastodon.com/tags/biomarkers" class="mention hashtag" rel="tag">#<span>biomarkers</span></a> <a href="https://med-mastodon.com/tags/diabetes" class="mention hashtag" rel="tag">#<span>diabetes</span></a> <a href="https://med-mastodon.com/tags/t1d" class="mention hashtag" rel="tag">#<span>t1d</span></a> <a href="https://med-mastodon.com/tags/cancer" class="mention hashtag" rel="tag">#<span>cancer</span></a> <a href="https://med-mastodon.com/tags/mentalhealth" class="mention hashtag" rel="tag">#<span>mentalhealth</span></a> <a href="https://med-mastodon.com/tags/LongCovid" class="mention hashtag" rel="tag">#<span>LongCovid</span></a> <a href="https://med-mastodon.com/tags/digitalbiomarkers" class="mention hashtag" rel="tag">#<span>digitalbiomarkers</span></a> <a href="https://med-mastodon.com/tags/vocalbiomarkers" class="mention hashtag" rel="tag">#<span>vocalbiomarkers</span></a> <a href="https://med-mastodon.com/tags/research" class="mention hashtag" rel="tag">#<span>research</span></a></p>
Dr Guy Fagherazzi, MSc, PhD<p><a href="https://med-mastodon.com/tags/Introduction" class="mention hashtag" rel="tag">#<span>Introduction</span></a> <a href="https://med-mastodon.com/tags/Twittermigration" class="mention hashtag" rel="tag">#<span>Twittermigration</span></a> </p><p>Hey, I am Guy Fagherazzi, director of the Department of Precision Health, and Head of the Deep Digital Phenotyping <a href="https://med-mastodon.com/tags/DDP" class="mention hashtag" rel="tag">#<span>DDP</span></a> Research Unit at the Luxembourg Institute of Health. </p><p>I will mainly toot about our research activities on <a href="https://med-mastodon.com/tags/DigitalEpidemiology" class="mention hashtag" rel="tag">#<span>DigitalEpidemiology</span></a> <a href="https://med-mastodon.com/tags/DigitalHealth" class="mention hashtag" rel="tag">#<span>DigitalHealth</span></a> <a href="https://med-mastodon.com/tags/DigitalBiomarkers" class="mention hashtag" rel="tag">#<span>DigitalBiomarkers</span></a> <a href="https://med-mastodon.com/tags/BigData" class="mention hashtag" rel="tag">#<span>BigData</span></a> <a href="https://med-mastodon.com/tags/AI" class="mention hashtag" rel="tag">#<span>AI</span></a> in <a href="https://med-mastodon.com/tags/Diabetes" class="mention hashtag" rel="tag">#<span>Diabetes</span></a> <a href="https://med-mastodon.com/tags/T1D" class="mention hashtag" rel="tag">#<span>T1D</span></a> <a href="https://med-mastodon.com/tags/Cancer" class="mention hashtag" rel="tag">#<span>Cancer</span></a> <a href="https://med-mastodon.com/tags/MentalHealth" class="mention hashtag" rel="tag">#<span>MentalHealth</span></a> <a href="https://med-mastodon.com/tags/COVID19" class="mention hashtag" rel="tag">#<span>COVID19</span></a> &amp; <a href="https://med-mastodon.com/tags/LongCOVID" class="mention hashtag" rel="tag">#<span>LongCOVID</span></a>.</p><p><a href="https://med-mastodon.com/tags/epidemiologist" class="mention hashtag" rel="tag">#<span>epidemiologist</span></a> <a href="https://med-mastodon.com/tags/epidemiology" class="mention hashtag" rel="tag">#<span>epidemiology</span></a> <a href="https://med-mastodon.com/tags/publichealth" class="mention hashtag" rel="tag">#<span>publichealth</span></a> <a href="https://med-mastodon.com/tags/academic" class="mention hashtag" rel="tag">#<span>academic</span></a></p>