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UF Intelligent Health Systems Lab @UFiHealLab

Intelligent Health Lab (i-Heal) is a research lab at @UF developing machine learning and artificial intelligence methods for solving healthcare problems.

Joined December 2020
  • Tweets 64
  • Following 129
  • Followers 176
30 Photos and videos
About us: Intelligent Health Lab (i-Heal), directed by Dr. Parisa Rashidi (@Parisa__Rashidi), is a collaborative research lab at @UFBME working on developing machine learning and artificial intelligence methods for solving healthcare problems.
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Congrats! Our paper 'Physiologic signatures within six hours of hospitalization identify acute illness phenotypes' is published on @PLOS DIGITAL HEALTH. ow.ly/rX6B50LaAU1 @AzraBihorac @_TylerLoftus @Parisa__Rashidi @UFatWork @UFprismap @UF_IC3 @UFMedicine @UF

Physiologic signatures within six hours of hospitalization identify acute illness phenotypes

Author summary In this paper, we present a machine learning approach, consensus clustering, to group hospitalized patients based on six routinely collected vital signs measured within six hours of...

journals.plos.org
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Welcome our new members to the @UFiHealLab! Miguel Contreras, Biomedical Engineering, PhD Student Kia Khezeli, Electrical and Computer Engineering, Adj Prof Jiaqing Zhang, Artificial Intelligence, PhD Student @UFHealth @UFMedicine @UFatWork #ai #ml #MachineLearning
Miguel Contreras

ALT Miguel Contreras

Kia Khezeli

ALT Kia Khezeli

Jiaqing Zhang

ALT Jiaqing Zhang
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Congratulations @Sabya_Bando and @Parisa__Rashidi! "Variational autoencoder provides proof of concept that compressing CDT to extremely low-dimensional space retains its ability of distinguishing dementia" @SciReports @Cep23Katie @UFWertheim #openaccess ow.ly/vYG250JtLrq
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Congratulations to our @UF_IC3 team on their recent publication!! 'Machine Learning Algorithm to Predict Postoperative Complications' ja.ma/3wx7pNG via @JAMANetworkOpen part of @JAMANetwork @UFatWork @UFHealth @UFMedicine @UFiHealLab @UFExplore
Read our innovative take on AI-enabled Decision Support in Nephrology! @UFNephrology @UFMedicine @UFWertheim @UFHealth ow.ly/VMos50ISoT9
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Congratulations to Leeor Herschkovich on winning the Outstanding Research Award at @UFBME Undergraduate Research Day for his impressive work on "Speech-based detection of Cognitive Decline". Congratulations, Leeor! @UFWertheim @Ufresearch
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We are seeking a deep learning and computer vision researcher to join the Intelligent Critical Care Center (IC3). The ideal candidate will have experience in data science, deep learning, computer vision, image processing, and will be proficient in PyTorch, TensorFlow, or Keras.
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“Surgical patients incur preventable harm from cognitive and judgement errors. This review seeks to promote an understanding of decision analysis and reinforcement learning in surgical decision making.” Review the article here: ow.ly/jb3250GyHAo
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UF Intelligent Health Systems Lab retweeted
JohnSnowLabs@JohnSnowLabs
22 Sep 2021
"#NaturalLanguageProcessing: Analyzing Clinical and Mental #Health Notes" by @Parisa__Rashidi, Associate Professor at @UF (@UFiHealLab) nlpsummit.org/natural-langua… #ai #Mentalhealth #ml #dl #ArtificiallIntelligence #MachineLearning #NLProc #NLP

Natural Language Processing: Analyzing Clinical and Mental Health Notes - NLP Summit

In contrast to the structured clinical data typically used for administrative purposes, clinical notes are more nuanced and are primarily used by healthcare providers for detailed documentation.

nlpsummit.org
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Congratulations to Benjamin Shickel, PhD for his new appointment as Assistant Professor at the University of Florida! We look forward to continue working with you on @UFiHealLab and @UFprismap projects!
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Join ASN for a free upcoming webinar on Artificial Intelligence for #AKI: Is It Really Elementary, My Dear Watson? The webinar will take place on Tuesday, September 14, at 3 pm EDT! You can register now: asn-online.org/AKIIsItReally…
We're seeking a motivated researcher to join the Intelligent Health Lab (i-Heal) at UF as a Postdoctoral Associate. We transform ICU patient care by developing autonomous monitoring tools using advanced machine learning techniques. Learn more & apply: ow.ly/wg7t50FXi9n
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UF Intelligent Health Systems Lab retweeted
UF Prisma-P@UFprismap
13 Apr 2021
The highly anticipated talk on equity, inclusivity, and ethics in AI at the virtual World Congress of Nephrology is just 4 days away! The sessions feature @UF #GatorAI leaders: PRISMAp director @AzraBihorac & @UFiHealLab director @Parisa__Rashidi theisn.org/wcn #ISNWCN
Promotional Flyer with I-S-N logo and title saying: "How to achieve equitable, inclusive and ethical AI development and implementation". The image shows photos of Dr. Bihorac and Dr. Rashidi with graphic outlines of 3 kidneys in the background. Image text reads: Dr. Bihorac and Dr. Rashidi, leaders in AI research at the University of Florida, will join Yoshua Bengio from Quebec AI Institute to discuss issues surrounding responsible innovation in digital health and artificial intelligence. Learn about: New digital innovations to provide better health care. Conditions required for digital innovations and AI to offer positive and socially acceptable changes for health care. How to implement digital environments to impact health. Saturday, April 17th 4:00-5:00am EST Monday, April 19th 2:00-3:00pm EST Join us: www.theisn.org/wcn

ALT Promotional Flyer with I-S-N logo and title saying: "How to achieve equitable, inclusive and ethical AI development and implementation". The image shows photos of Dr. Bihorac and Dr. Rashidi with graphic outlines of 3 kidneys in the background. Image text reads: Dr. Bihorac and Dr. Rashidi, leaders in AI research at the University of Florida, will join Yoshua Bengio from Quebec AI Institute to discuss issues surrounding responsible innovation in digital health and artificial intelligence. Learn about: New digital innovations to provide better health care. Conditions required for digital innovations and AI to offer positive and socially acceptable changes for health care. How to implement digital environments to impact health. Saturday, April 17th 4:00-5:00am EST Monday, April 19th 2:00-3:00pm EST Join us: www.theisn.org/wcn
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UF Intelligent Health Systems Lab retweeted
UF Prisma-P@UFprismap
8 Apr 2021
Thought-provoking @ISNWCN pre-congress interview of @Parisa__Rashidi on her personal journey with AI in medicine, current research projects, and motivations for pursuing those difficult discussions about AI ethics & equity. @shubharthikar @UFBME #ISNWCN youtube.com/watch?v=odVmhu2R…
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The #ISNWCN kicks off next week! Be sure to tune in to the sessions featuring our lab director @Parisa__Rashidi. Learn more about the congress Dr. Rashidi's motivations behind her talk during the session about #AIEthics in nephrology: bme.ufl.edu/labs/rashidi/202…
Promotional Flyer with I-S-N logo and title saying: "How to achieve equitable, inclusive and ethical AI development and implementation". The image shows photos of Dr. Bihorac and Dr. Rashidi with graphic outlines of 3 kidneys in the background. Image text reads: Dr. Bihorac and Dr. Rashidi, leaders in AI research at the University of Florida, will join Yoshua Bengio from Quebec AI Institute to discuss issues surrounding responsible innovation in digital health and artificial intelligence. Learn about: New digital innovations to provide better health care. Conditions required for digital innovations and AI to offer positive and socially acceptable changes for health care. How to implement digital environments to impact health. Saturday, April 17th 4:00-5:00am EST Monday, April 19th 2:00-3:00pm EST Join us: www.theisn.org/wcn

ALT Promotional Flyer with I-S-N logo and title saying: "How to achieve equitable, inclusive and ethical AI development and implementation". The image shows photos of Dr. Bihorac and Dr. Rashidi with graphic outlines of 3 kidneys in the background. Image text reads: Dr. Bihorac and Dr. Rashidi, leaders in AI research at the University of Florida, will join Yoshua Bengio from Quebec AI Institute to discuss issues surrounding responsible innovation in digital health and artificial intelligence. Learn about: New digital innovations to provide better health care. Conditions required for digital innovations and AI to offer positive and socially acceptable changes for health care. How to implement digital environments to impact health. Saturday, April 17th 4:00-5:00am EST Monday, April 19th 2:00-3:00pm EST Join us: www.theisn.org/wcn
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#MachineLearning approaches that use electronic health record data and support perioperative clinical decision-making are on the rise. We wrote about the key challenges in latest studies that use these methods & future directions of research: ja.ma/3deXXUg @UFBME
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UF Intelligent Health Systems Lab retweeted
Ben Lorica 罗瑞卡
@bigdata
1 Apr 2021
1/ In this episode of #TheDataExchangePod I speak with @Parisa__Rashidi, Associate Professor @UF and Director of @UFiHealLab. She has been using #DeepLearning in many areas in healthcare such as electronic health records, severity assessments & more thedataexchange.media/machin…

Machine Learning in Healthcare

The Data Exchange Podcast: Parisa Rashidi on deep learning, Responsible AI, and MLOps in healthcare.

thedataexchange.media
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UF Intelligent Health Systems Lab retweeted
Parisa Rashidi@Parisa__Rashidi
31 Mar 2021
Yoshua Bengio, @AzraBihorac, and I will be discussing the role of AI in Digital Health. Join us in WCN2021! #AI #healthcare #ISNWCN
UF Intelligent Health Systems Lab@UFiHealLab
31 Mar 2021
Join us at #ISNWCN to learn about how artificial intelligence can improve equity in healthcare! @UF #GatorAI leaders @Parisa__Rashidi and @AzraBihorac will be sharing their expertise during two sessions on April 17th and 19th. theisn.org/wcn/
Promotional Flyer with I-S-N logo and title saying: "How to achieve equitable, inclusive and ethical AI development and implementation". The image shows photos of Dr. Bihorac and Dr. Rashidi with graphic outlines of 3 kidneys in the background. Image text reads: Dr. Bihorac and Dr. Rashidi, leaders in AI research at the University of Florida, will join Yoshua Bengio from Quebec AI Institute to discuss issues surrounding responsible innovation in digital health and artificial intelligence. Learn about: New digital innovations to provide better health care. Conditions required for digital innovations and AI to offer positive and socially acceptable changes for health care. How to implement digital environments to impact health. Saturday, April 17th 4:00-5:00am EST Monday, April 19th 2:00-3:00pm EST Join us: www.theisn.org/wcn

ALT Promotional Flyer with I-S-N logo and title saying: "How to achieve equitable, inclusive and ethical AI development and implementation". The image shows photos of Dr. Bihorac and Dr. Rashidi with graphic outlines of 3 kidneys in the background. Image text reads: Dr. Bihorac and Dr. Rashidi, leaders in AI research at the University of Florida, will join Yoshua Bengio from Quebec AI Institute to discuss issues surrounding responsible innovation in digital health and artificial intelligence. Learn about: New digital innovations to provide better health care. Conditions required for digital innovations and AI to offer positive and socially acceptable changes for health care. How to implement digital environments to impact health. Saturday, April 17th 4:00-5:00am EST Monday, April 19th 2:00-3:00pm EST Join us: www.theisn.org/wcn
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Join us at #ISNWCN to learn about how artificial intelligence can improve equity in healthcare! @UF #GatorAI leaders @Parisa__Rashidi and @AzraBihorac will be sharing their expertise during two sessions on April 17th and 19th. theisn.org/wcn/
Promotional Flyer with I-S-N logo and title saying: "How to achieve equitable, inclusive and ethical AI development and implementation". The image shows photos of Dr. Bihorac and Dr. Rashidi with graphic outlines of 3 kidneys in the background. Image text reads: Dr. Bihorac and Dr. Rashidi, leaders in AI research at the University of Florida, will join Yoshua Bengio from Quebec AI Institute to discuss issues surrounding responsible innovation in digital health and artificial intelligence. Learn about: New digital innovations to provide better health care. Conditions required for digital innovations and AI to offer positive and socially acceptable changes for health care. How to implement digital environments to impact health. Saturday, April 17th 4:00-5:00am EST Monday, April 19th 2:00-3:00pm EST Join us: www.theisn.org/wcn

ALT Promotional Flyer with I-S-N logo and title saying: "How to achieve equitable, inclusive and ethical AI development and implementation". The image shows photos of Dr. Bihorac and Dr. Rashidi with graphic outlines of 3 kidneys in the background. Image text reads: Dr. Bihorac and Dr. Rashidi, leaders in AI research at the University of Florida, will join Yoshua Bengio from Quebec AI Institute to discuss issues surrounding responsible innovation in digital health and artificial intelligence. Learn about: New digital innovations to provide better health care. Conditions required for digital innovations and AI to offer positive and socially acceptable changes for health care. How to implement digital environments to impact health. Saturday, April 17th 4:00-5:00am EST Monday, April 19th 2:00-3:00pm EST Join us: www.theisn.org/wcn
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UF Intelligent Health Systems Lab retweeted
UF BME@UFBME
29 Mar 2021
Congrats to Dr. Parisa Rashidi & her Co-PI, Dr. Azra Bihorac, for receiving a $2.4M RO1 grant from the @NIH NIBIB to develop novel tools for sensing, quantifying, & communicating any patient's condition in an autonomous, precise, & interpretable manner. bme.ufl.edu/28199-2/
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