Sunny Tang
@STANGlab
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Psychiatrist | Scientist | Academic Research Mom | Schizophrenia | Psychosis | Computational Psychiatry | Natural Language Processing | Views my own
Joined January 2020
Super stoked to share that we received the #NOA for our R01! We will be using speech and language markers to develop personalized, adaptive markers for #psychosis. Very grateful for the support from @NIMHgov. @zhhresearch @NorthwellHealth
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🔍 By analyzing both linguistic and paralinguistic speech characteristics, our approach demonstrated robust disorder-specific learning across multiple groups, including those with sub-clinical psychotic experiences & major depressive disorder. 📊 #PrecisionMedicine 3/3
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The machine learning model achieved 86% accuracy distinguishing conditions on the schizophrenia-bipolar spectrum using speech features. 2/3
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🚨 New findings from a study led by @JuliannaOlh1! We highlight the potential of 5-minute remote speech assessments to accurately diagnose complex mental health conditions, including schizophrenia, bipolar disorder, and MDD. 🧠💬1/3.
nature.com
Translational Psychiatry - Detecting schizophrenia, bipolar disorder, psychosis vulnerability and major depressive disorder from 5 minutes of online-collected speech
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Check it out! Our work on using automated speech and language features for longitudinal modeling of #psychosis symptoms is featured in this podcast-style summary from @dpn_journal!.
Could speech patterns reveal the 'vital signs' of psychosis? . The latest DPN Deep Dive summarizes recent work by @STANGlab et al showing automated speech analysis generated objective features predictive of thought disorder, negative, & positive symptoms.
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RT @dpn_journal: Check out this new DPN paper from @STANGlab et al ⬇️.
nature.com
NPP—Digital Psychiatry and Neuroscience - Automated speech and language markers of longitudinal changes in psychosis symptoms
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Very excited our new paper available open-access via @dpn_journal! We evaluated objected features derived from automated speech and language processing as markers of #psychosis symptoms over time.
#Preprint alert! In a prospective, longitudinal study, we found that automated speech and language analysis generated objective features that were predictive of thought disorder, negative symptoms, and positive symptoms among people with #psychosis. 1/6.
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Super proud of my mentee's work on social processing and aggression in Schizophrenia now out in @SchizRes Cognition. @SIRSGlobal.
New first-author paper just dropped in Schizophrenia Research: Cognition.(!!!). We found that emotion processing and theory of mind show different associations with self-reported aggression in schizophrenia. Open access if you want to check it out:
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Really proud for our work at the Tang Lab to be featured on this month's issue of Science and Discovery! @zhhresearch @NorthwellHealth.
northwell.edu
A Northwell psychiatrist is looking for clues that point to mental health conditions like schizophrenia in the speech patterns of her patients. Sunny Tang, MD, is employing an approach that includes...
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Grateful to the @nytimes for publishing articles on the many ways in which everyday people have benefited from publicly funded scientific research. 9 Federally Funded Scientific Breakthroughs That Changed Everything
nytimes.com
The U.S. is slashing funding for scientific research, after decades of deep investment. Here’s some of what those taxpayer dollars created.
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Super proud of my mentee and former research coordinator @sarahberretta who published her first first-author *research* paper based on her work at @zhhresearch! We found significant relationships connection aggression and social cognition impairments in people with schizophrenia.
Huge thank you to all of my co-authors, especially @STANGlab, who has supported me in pursuing this interest since early 2020 (!!). Grateful for her committed mentorship; this paper has been a long time coming.
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Hope you can all join for what will be a fantastic talk!!.
💡Don't miss the last #DISCOURSE seminar of the season! .🗓️March 7, 9-10 AM ET. 🗣️Two researchers will present their recent findings — details in the comments. @discourseinpsy . Link: #discourseconsortium #psychosis
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RT @RuiHe_: 💡Don't miss the last #DISCOURSE seminar of the season! .🗓️March 7, 9-10 AM ET. 🗣️Two researchers will present their recent fin….
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RT @DouglasResearch: *DISCOURSE IN PSYCHOSIS - March 7 @9am*.Join Valeria Lucarini & Sylvia Ciampelli for a new online event!. *DISCOURSE I….
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RT @ErynnChristens1: Now more than ever, it is important to elevate voices and enact change. It was a privilege to represent @zhhresearch a….
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Hope to see everyone at our seminar next week! Note the updated zoom link this time.
💡Don't miss the first #DISCOURSE seminar of the season!.🗓️Feb 18, 7-8 AM ET. 🗣️The Desipher Lab will present on speech in clinical high-risk individuals in the ENTER study. @discourseinpsy . Link: #discourseconsortium #psychosis
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RT @RuiHe_: 💡Don't miss the first #DISCOURSE seminar of the season!.🗓️Feb 18, 7-8 AM ET. 🗣️The Desipher Lab will present on speech in clini….
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Proud to be participating in the 10th anniversary of International Day of Women & Girls in Science event at the UN. It's amazing to hear perspectives from around the world on this important topic. #February11 @WomenScienceDay @RASITHQ
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