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    The Mathematical Challenges of Single Cell Dynamics Rectangle Rectangle 2018Innovation LabData Science
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    From what place does innovation come How might one capture it so that innovation might be drawn upon as needed - inf Where does innovation come from FOREWORDFrom the Director
     
    Innovation Labs have been described as an opportunity to build collaborations that would take a year or more in a s Description and BackgroundInnovation Labs bring together researchers from across scientific technical and design disciplines to develop new an Rectangle
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    From what place does innovation come How might one capture it so that innovation might be drawn upon as needed - inf Where does innovation come from FOREWORDFrom the Director
     
    Innovation Labs have been described as an opportunity to build collaborations that would take a year or more in a s Description and BackgroundInnovation Labs bring together researchers from across scientific technical and design disciplines to develop new an Rectangle
  • http://knowinnovation.com/ 4
  • Before the beginning
    The goal of the 2018 Innovation Lab was to foster the formation of new interdisciplinary collaborations that would ge
    Program OfficialsNational Institutes of HealthThe NIH Program Officers are key stakeholders in the Innovation Lab Their participation involves assisting with the The NIH provided funding to TCC to plan and organize this event This funding supported the facilitating team all me Jennifer Couch Eric M Johnson Chavarria Shannon Hughes Carol Shreffler
    National Science FoundationThe NSF funded the travel of the participants from a quantitative discipline
    Funders The Jayne Koskinas Ted Giovanis Foundation for Health and Policy JKTG Foundation http www jktgfoundation org pr Graham Atkinson Ted Giovannis
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    The goal of the 2018 Innovation Lab was to foster the formation of new interdisciplinary collaborations that would ge
    Program OfficialsNational Institutes of HealthThe NIH Program Officers are key stakeholders in the Innovation Lab Their participation involves assisting with the The NIH provided funding to TCC to plan and organize this event This funding supported the facilitating team all me Jennifer Couch Eric M Johnson Chavarria Shannon Hughes Carol Shreffler
    National Science FoundationThe NSF funded the travel of the participants from a quantitative discipline
    Funders http://www.jktgfoundation.org/ The Jayne Koskinas Ted Giovanis Foundation for Health and Policy JKTG Foundation http www jktgfoundation org pr Graham Atkinson Ted Giovannis
  • A team of mentors work alongside the director in selecting the participants and providing objective advice feedback While the director and mentors are responsible for the content of the Innovation Lab KI as facilitators are respon These are carefully selected instigators agitators and innovators who can provide novel context by giving bri James Eberwine Laura Heiser John Lowengrub Vinay Pai Nick Tatonetti Navin VaradarajanTim Dunne Stavros Michailidis Donnalyn RoxeyMarkus Covert Rick HorwitzMentorsFacilitatorsProvocateurs http://bigdatau.org Based at the University of Southern California USC the Training Coordinating Center TCC http bigdatau org wor Avnish Bhattrai Caroline O Driscoll Jeana Kamdar Crystal Stewart Camryn Van Horn Intern Training Coordinating Center Staff InternsThe director is fundamental to a successful Innovation Lab The director provides leadership for each workshop and th Jack Van HornDirector
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  • A team of mentors work alongside the director in selecting the participants and providing objective advice feedback While the director and mentors are responsible for the content of the Innovation Lab KI as facilitators are respon These are carefully selected instigators agitators and innovators who can provide novel context by giving bri James Eberwine Laura Heiser John Lowengrub Vinay Pai Nick Tatonetti Navin VaradarajanTim Dunne Stavros Michailidis Donnalyn RoxeyMarkus Covert Rick HorwitzMentorsFacilitatorsProvocateurs Based at the University of Southern California USC the Training Coordinating Center TCC http bigdatau org wor Avnish Bhattrai Caroline O Driscoll Jeana Kamdar Crystal Stewart Camryn Van Horn Intern Training Coordinating Center Staff InternsThe director is fundamental to a successful Innovation Lab The director provides leadership for each workshop and th Jack Van HornDirector
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    RectangleRectangleRectangleRectangleApplications were considered from a diverse group representing content expertise across the many facets of the Innova
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    ATTENDEE MAP10
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    RectangleRectangleRectangleRectangleApplications were considered from a diverse group representing content expertise across the many facets of the Innova
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  • Benedict Anchang Rhonda Bacher Michael Blinov Bryan Bryson Young Hwan Chang Bin Chen Yang Chen Haiyan Cheng Kwangbom Audrey Hendricks Stephanie Hicks Sahand Hormoz Yuchao Jiang Michael Konopka Minjoung Kyoung Javier Lopez Jing Ma Mich Eran Mukamel M nica Nadal-Quir s Idoia Ochoa Yu Max Qian Tara Sigdel Tamar Sofer Daniela Valdez-Jasso Mohit Verma R
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  • Benedict Anchang Rhonda Bacher Michael Blinov Bryan Bryson Young Hwan Chang Bin Chen Yang Chen Haiyan Cheng Kwangbom Audrey Hendricks Stephanie Hicks Sahand Hormoz Yuchao Jiang Michael Konopka Minjoung Kyoung Javier Lopez Jing Ma Mich Eran Mukamel M nica Nadal-Quir s Idoia Ochoa Yu Max Qian Tara Sigdel Tamar Sofer Daniela Valdez-Jasso Mohit Verma R
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    The importance of the physical space and environmentCreative EnvironmentPhysical Environment KI focuses on accelerating scientific innovation through engineering creative environments around scientific and acad https://riverhouse.com/ The physical environment is as important as the psychological environment KI and TCC spent time looking for the idea
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  • sci outcome barPolygonslides pre-proposal templateFinal presentation 2-page summary from each groupPre-proposals
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    RectangleRectanglePresent the Results30 individuals form 6-8 teams
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    Learn about People and PurposeQuestions Ideas Insights Relevant DataThoughtsPolygon
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    Title Team Challenge Approach Outcomes Impact Funding RequestWorking ProjectsRefine ProjectsPolygon
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    slides
     
    SUNDAY
    12-5 pmVenue preparation for the facilitation organization teams
    5-7 pmOnsight orientation for mentors
    7-9 pmReception dinner for all
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    The Night Before
     
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    Overview of the Project Generation ProcessThe Innovation Lab asks participants to generate novel and exciting research proposals to address a bold and compelli project opportunities Once these were evaluated and prioritized teams formed around the eight most exciting ideas
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    SUNDAY
    12-5 pmVenue preparation for the facilitation organization teams
    5-7 pmOnsight orientation for mentors
    7-9 pmReception dinner for all
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    The Night Before
     
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    Overview of the Project Generation ProcessThe Innovation Lab asks participants to generate novel and exciting research proposals to address a bold and compelli research project opportunities Once these were evaluated and prioritized teams formed around the eight most excitin
  • It StartsParticipants arrived to find what looked like a standard large meeting room setup with round tables A few things sto
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    The standard complimentary hotel notepad and pen at each seat was replaced with a fine point Sharpie a Post-it note
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    The room appeared to be about 3 times the size it needed to be for the 30 participants
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    Their pre-printed name tag with all the standard details such as title and institution was missing Instead they wer
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    This is when you begin to realize who the extrovert and outspoken participants are in the room These participants ar A variety of small touches arranged by the facilitation team served to communicate to both participants and mentors t This isn t an ordinary meeting Your job today is to be curious open and playful Get to know one another Figure o
     
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    This is when you begin to realize who the extrovert and outspoken participants are in the room These participants ar A variety of small touches arranged by the facilitation team served to communicate to both participants and mentors t This isn t an ordinary meeting Your job today is to be curious open and playful Get to know one another Figure o
     
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    DunneTimInterview with Facilitator
    Really excited to try to formulate more bigger questions for the future Not only questions that might be of interes Just listening to the terminologies and trying to understand better what the community is thinking When we communic HendricksLopezAudreyJavier
     
    Q- What do you think the value proposition of these Innovation Labs is for junior investigators A- I think people wh Q - Are there any other parting thoughts that you have about the value of Innovation Labs their success importance The outcomes of the first day revolve around individual participants reluctant ability to let go of traditional confe Looking in the Negative SpaceAny given audience is collectively more interesting than whomever they are there to see Think about it The speaker
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  • Really excited to try to formulate more bigger questions for the future Not only questions that might be of interes Just listening to the terminologies and trying to understand better what the community is thinking When we communic HendricksLopezAudreyJavier
     
    Q- What do you think the value proposition of these Innovation Labs is for junior investigators A- I think people wh Q - Are there any other parting thoughts that you have about the value of Innovation Labs their success importance The outcomes of the first day revolve around individual participants reluctant ability to let go of traditional confe Looking in the Negative SpaceAny given audience is collectively more interesting than whomever they are there to see Think about it The speaker
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    The scientific outcome of second day circumscribed the more refined ideas in the room Participants were free to thin The purpose of the third day was to give each participant the opportunity to explore three projects and three teams b Before the day was over teams formed around the ideas and people that were most suitable to the participants Each t How much should you network before you collaborate What s the essence of the project What s the wow What is truly exciting about this project What types of experti of the group Other ideas fermented increasing excitement and were prioritized for further refinement Participants a
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    The scientific outcome of second day circumscribed the more refined ideas in the room Participants were free to thin The purpose of the third day was to give each participant the opportunity to explore three projects and three teams b Before the day was over teams formed around the ideas and people that were most suitable to the participants Each t How much should you network before you collaborate What s the essence of the project What s the wow What is truly exciting about this project What types of experti of the group Other ideas fermented increasing excitement and were prioritized for further refinement Participants a
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    Teams began the fourth day by continuing work on their projects After having looked through their peer feedback and Feedback Makes Perfect Great proposals are an art of correction not perfection The third day scientific output was putting into practice the highly interesting and potentially promising WIBGIs int
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    Teams began the fourth day by continuing work on their projects After having looked through their peer feedback and Feedback Makes Perfect Great proposals are an art of correction not perfection The third day scientific output was putting into practice the highly interesting and potentially promising WIBGIs int
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    HeiserLauraInterview with MentorRectangle
    Questions for the GroupQ - Drawing on your past experience as a participant in these types of events how is it being a mentor Please descr Q- What is the origin of the idea for Understanding therapeutic failure group Answer by Michael Knopka - The id Getting in a room where Spanish is not the main language and you have to speak in English that sometimes freaks me MonicaNadal-Quir s Those types of workshops tend to be the best experiences when it s a small enough group and focused on a particular It s really exciting I never had this kind of engaging interactive activities that made my brain constantly thinkin HicksChengStephanieHaiyan
     
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  • Questions for the GroupQ - Drawing on your past experience as a participant in these types of events how is it being a mentor Please descr Q- What is the origin of the idea for Understanding therapeutic failure group Answer by Michael Knopka - The id Getting in a room where Spanish is not the main language and you have to speak in English that sometimes freaks me MonicaNadal-Quir s Those types of workshops tend to be the best experiences when it s a small enough group and focused on a particular It s really exciting I never had this kind of engaging interactive activities that made my brain constantly thinkin HicksChengStephanieHaiyan
     
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    In the morning of the fourth day teams continued to work and evolve with members deliberating on sticking with their It s super exciting and very stimulating and it s a very unique opportunity to make a lot of progress very quickly The critiques and suggestions provided by the mentors helped the teams form a realistic perspective on accomplishing
     
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    In the morning of the fourth day teams continued to work and evolve with members deliberating on sticking with their It s super exciting and very stimulating and it s a very unique opportunity to make a lot of progress very quickly The critiques and suggestions provided by the mentors helped the teams form a realistic perspective on accomplishing
     
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    An end to the Lab and the beginning of promising new collaborations RectangleRectangleRectangle30
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    Each group prepared and delivered their final 10 minute presentation and proposal The mentors deliberate and made th
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    AtkinsonGrahamQ- Just to get some of your impressions about the 2018 Innovation Lab maybe I could just start with what initial imp Interview with Funder
    The whole workshop is so dynamic and it s changing all the time and there s new ideas emerging and the project itsel VermaMohit
     
    One of the things that we just love about this event is that everybody here was not only really interested in collab HendricksAudrey
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  • RectangleOutcomes
     
    This group has monthly virtual meetings and met in person in Boston on March 8 2019 to analyze data being generated Rectangle
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    Months Later8
    March 2019
    Stephanie Hicks Sahand Hormoz Yuchao JiangRectangleGraphicLineRectangle
     
     
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  • Unmasking the Heterogeneity of Cellular Responses to Pulmonary Arterial Hypertension Pulmonary arterial hypertension
    Daniela Valdez-Jasso Mohit Verma Tamar Sofer Javier LopezRectangleGraphicLineRectangle
     
     
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    A Multi-Pronged Single-Macrophage Platform Towards Defeating Mtb Mycobacterium tuberculosis Mtb is the leading caus
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    This group is actively engaged in conducting experiments for the first two aims of their projects They are preparing Rectangle
    Looking at Heterogeneity in Drug Response Through a Dynamic Model Targeted and cytotoxic therapies can show striking
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    The group continues to meet post-Innovation Lab They are preparing an administrative supplement to NIH award 1U01CA2 Rectangle
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  • of these changes is Notch3 signaling which has been found to induce pulmonary arteriolar smooth muscle cells to prol
     
    https://www.nsf.gov/pubs/2018/nsf18566/nsf18566.htm https://www.nsf.gov/pubs/2018/nsf18566/nsf18566.htm The group has met virtually post-Innovation Lab with plans to continue meeting They will submit to the NHLBI R01 Res RectangleRectangleGraphicLine
     
     
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    https://www.nsf.gov/pubs/2018/nsf18566/nsf18566.htm https://www.nsf.gov/pubs/2018/nsf18566/nsf18566.htm This group met in person six months post-Innovation Lab to discuss recent progress in integrative approaches to unrav Rectangle
    Inferring Lineage Program Regulating Transcription Factors for Neuronal Cell Type Identity from Multi-Modal Single-Ce
    Eran Mukamel Chongzhi Zang Yang Chen Yu Max Qian Kwangbom ChoiRectangleGraphicLineRectangle
     
     
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  • Multiscale Modeling of Cell State Dynamics Based on Single Cell Omics Data to Predict EMT Phenotype Changes in Lung
    Benedict Anchang Michael Blinov Haiyan Cheng M nica Nadal-Quir s Idoia Ochoa Tara SigdelRectangleGraphicLineRectangle
     
     
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    https://www.biorxiv.org/content/10.1101/570341v1 https://www.biorxiv.org/content/10.1101/570341v1 After the meeting in Oregon this team has continued collaborating via conference calls to talk about the progress of Rectangle
    RectangleGraphicLineRectangleMinjoung Kyoung Michael Konopka Tara Sigdel Young Hwan Chang Jing Ma
     
     
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    https://cdmrp.army.mil/funding/bcrp The group has met virtually post-Innovation Lab and has plans to continue meeting They are planning to submit a prop Rectangle
    Understanding Therapeutic Failures Through 4D Single-Cell Analysis of Metabolic Heterogeneity The objective of our pr
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  • Uncovering the Life Clock of Red Blood Cells Using Single-Cell Analysis Red blood cell life span affects clinical par
    Rhonda Bacher Audrey Hendricks Javier LopezRectangleGraphicLineRectangle
     
     
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    This group has monthly virtual conference calls to discuss the progress on the experiment and review paper An in per Rectangle
  • Divergent Thinking The process of creating options usually as part of idea generation Convergent Thinking The proce
     
    I believe a team comprising of people with a diverse background minds and ideas has the potential to solve any comp The Single Cell Innovation Lab was and extremely positive experience that both increased my research network and pro It was an eye-opening experience for me I would definitely recommend it to my colleagues AfterwardsGlossary of Innovation Lab Terms
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  • outpatient payment systems and the Medicare payment system for ambulance services He has also been extensively invo Donnalyn Roxey Donnalyn s passion for creativity coupled with her long standing involvement in biological research Tim Dunne Tim Dunne owes his love for creativity and innovation to his mother She began attending the Creative Probl Stavros Michailidis Stavros has a long Greek surname that nobody can remember let alone pronounce Fortunately his Carol Shreffler Dr Shreffler is the Program Officer for the Training and Career Development Program at NIEHS Shreff Eric M Johnson Chavarria Dr Johnson Chavarria is a AAAS Science and Technology Policy Fellow serving in the Struct Shannon Hughes Dr Hughes joined the National Cancer Institute s Division of Cancer Biology in 2015 as a Program Dire J Graham Atkinson Dr Graham Atkinson is the JKTG Foundation executive vice president for research and policy He ho work in government relations health policy development and management of health care organizations covering nearly
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  • outpatient payment systems and the Medicare payment system for ambulance services He has also been extensively invo Donnalyn Roxey Donnalyn s passion for creativity coupled with her long standing involvement in biological research Tim Dunne Tim Dunne owes his love for creativity and innovation to his mother She began attending the Creative Probl Stavros Michailidis Stavros has a long Greek surname that nobody can remember let alone pronounce Fortunately his Carol Shreffler Dr Shreffler is the Program Officer for the Training and Career Development Program at NIEHS Shreff Eric M Johnson Chavarria Dr Johnson Chavarria is a AAAS Science and Technology Policy Fellow serving in the Struct Shannon Hughes Dr Hughes joined the National Cancer Institute s Division of Cancer Biology in 2015 as a Program Dire J Graham Atkinson Dr Graham Atkinson is the JKTG Foundation executive vice president for research and policy He ho work in government relations health policy development and management of health care organizations covering nearly
  • James Eberwine Dr James Eberwine is the Elmer Holmes Bobst Professor Systems Biology at University of Pennsylvania P He is the Elmer Holmes Bobst Professor Systems Biology at University of Pennsylvania Perelman School of Medicine His John Lowengrub Dr John Lowengrub is a professor in the Department of Mathematics at the University of California Ir Laura Heiser Dr Laura Heiser is an assistant professor in the Biomedical Engineering department at the Oregon Health Assistant Professor of Biomedical Informatics in the Departments of Biomedical Informatics Systems Biology and Medi Navin Varadarajan Dr Navin Varadarajan is an associate professor of Chemical and Biomolecular Engineering at the Uni Markus Covert Dr Markus Covert is an Associate Professor in the Bioengineering Department at the Stanford university Rick Horwitz Dr Rick Horwitz is the Executive Director of the Allen Institute for Cell Science He spent the past 15 Jack Van Horn Dr Jack Van Horn is the Associate Professor in Clinical Neurology and the Director of Education in the Jeana Kamdar Ms Kamdar is the Project Manager for the BD2K TCC She received her masters in Public Health from the G
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  • James Eberwine Dr James Eberwine is the Elmer Holmes Bobst Professor Systems Biology at University of Pennsylvania P He is the Elmer Holmes Bobst Professor Systems Biology at University of Pennsylvania Perelman School of Medicine His John Lowengrub Dr John Lowengrub is a professor in the Department of Mathematics at the University of California Ir Laura Heiser Dr Laura Heiser is an assistant professor in the Biomedical Engineering department at the Oregon Health Assistant Professor of Biomedical Informatics in the Departments of Biomedical Informatics Systems Biology and Medi Navin Varadarajan Dr Navin Varadarajan is an associate professor of Chemical and Biomolecular Engineering at the Uni Markus Covert Dr Markus Covert is an Associate Professor in the Bioengineering Department at the Stanford university Rick Horwitz Dr Rick Horwitz is the Executive Director of the Allen Institute for Cell Science He spent the past 15 Jack Van Horn Dr Jack Van Horn is the Associate Professor in Clinical Neurology and the Director of Education in the Jeana Kamdar Ms Kamdar is the Project Manager for the BD2K TCC She received her masters in Public Health from the G
  • Aaron Meyer Dr Aaron Meyer is an Assistant Professor in the Department of Bioengineering at UCLA His lab focuses o Audrey Hendricks Dr Audrey Hendricks is an Assistant Professor in the Department of Biostatistics and Bioinformatic Benedict Anchang Dr Benedict Anchang is located in the Department of Radiology at Stanford University He is interes Bin Chen Dr Bin Chen is an Assistant Professor in the Department of Pharmacology Toxicology at the Michigan State Crystal Stewart Ms Stewart holds a M A in clinical professional psychology and is a trained educational outreach s Bryan Bryson Dr Bryan Bryson is an Assistant professor in the Department of Biomedical engineering at the Massachuse Daniela Valdez-Jasso Dr Daniela Valdez-Jasso is an Assistant Professor in the Department of Bioengineering at the U Haiyan Cheng Dr Haiyan Cheng is the Department chair and an Associate Professor in the Computer Science Department Idoia Ochoa Dr Idoia Ochoa is an Assistant Professor in the Electrical and Computer Engineering Department at the U
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  • Aaron Meyer Dr Aaron Meyer is an Assistant Professor in the Department of Bioengineering at UCLA His lab focuses o Audrey Hendricks Dr Audrey Hendricks is an Assistant Professor in the Department of Biostatistics and Bioinformatic Benedict Anchang Dr Benedict Anchang is located in the Department of Radiology at Stanford University He is interes Bin Chen Dr Bin Chen is an Assistant Professor in the Department of Pharmacology Toxicology at the Michigan State Crystal Stewart Ms Stewart holds a M A in clinical professional psychology and is a trained educational outreach s Bryan Bryson Dr Bryan Bryson is an Assistant professor in the Department of Biomedical engineering at the Massachuse Daniela Valdez-Jasso Dr Daniela Valdez-Jasso is an Assistant Professor in the Department of Bioengineering at the U Haiyan Cheng Dr Haiyan Cheng is the Department chair and an Associate Professor in the Computer Science Department Idoia Ochoa Dr Idoia Ochoa is an Assistant Professor in the Electrical and Computer Engineering Department at the U
  • Javier Lopez Dr Javier Lopez is an Assistant Adjunct Professor in the Department of Internal medicine at University Kwangbom Choi Dr Kwangbom Choi is an assistant research scientist at Jackson Laboratory He is interested in designi Michael Blinov Dr Michael Blinov is an Assistant Professor in the Department of Genetics and Genomic Sciences at the Michael Konopka Dr Michael Konopka is an Assistant Professor in the Department of Chemistry at Rice University His M nica Nadal-Quir s Dr M nica Nadal-Quir s is an Assistant Professor at Inter American University of Puerto Rico Sh Minjoung Kyoung Dr Minjoung Kyoung is an Assistant Professor in the Department of Chemistry Biochemistry at Univer Mohit Verma Dr Mohit Verma is an Assistant Professor in the Department of Agricultural and Biological Engineering a Rhonda Bacher Dr Rhonda Bacher is an Assistant Pro-fessor in the Department of Biostatistics at University of Florid Roy Dar Dr Roy Dar is an Assistant Professor in the Department of Bioengineering at the University of Illinois at U Roy Wollman Dr Roy Wollman is an Associate Professor in the Department of Chemistry Biochemistry at the University Sahand Hormoz Dr Sahand Hormoz is an Assistant Professor of Systems Biology at the Harvard medical school His lab u Stephanie Hicks Dr Stephanie Hicks an Assistant Professor in the Department of Biostatistics at Johns Hopkins Bloom Yang Chen Dr Yang Chen is an Assistant Professor in the Department of Statistics at University of Michigan Her Rese
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  • Javier Lopez Dr Javier Lopez is an Assistant Adjunct Professor in the Department of Internal medicine at University Kwangbom Choi Dr Kwangbom Choi is an assistant research scientist at Jackson Laboratory He is interested in designi Michael Blinov Dr Michael Blinov is an Assistant Professor in the Department of Genetics and Genomic Sciences at the Michael Konopka Dr Michael Konopka is an Assistant Professor in the Department of Chemistry at Rice University His M nica Nadal-Quir s Dr M nica Nadal-Quir s is an Assistant Professor at Inter American University of Puerto Rico Sh Minjoung Kyoung Dr Minjoung Kyoung is an Assistant Professor in the Department of Chemistry Biochemistry at Univer Mohit Verma Dr Mohit Verma is an Assistant Professor in the Department of Agricultural and Biological Engineering a Rhonda Bacher Dr Rhonda Bacher is an Assistant Pro-fessor in the Department of Biostatistics at University of Florid Roy Dar Dr Roy Dar is an Assistant Professor in the Department of Bioengineering at the University of Illinois at U Roy Wollman Dr Roy Wollman is an Associate Professor in the Department of Chemistry Biochemistry at the University Sahand Hormoz Dr Sahand Hormoz is an Assistant Professor of Systems Biology at the Harvard medical school His lab u Stephanie Hicks Dr Stephanie Hicks an Assistant Professor in the Department of Biostatistics at Johns Hopkins Bloom Yang Chen Dr Yang Chen is an Assistant Professor in the Department of Statistics at University of Michigan Her Rese
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    Tara Sigdel Dr Tara Sigdel is an Assistant Professor in the Department of Surgery at the University of California S Yuchao Jiang Dr Yuchao Jiang is an assistant professor in the Department of Biostatistics and Department of Genetic Yu Max Qian Dr Yu Max Qian is an assistant professor at the J Craig Venter Institute JCVI He specializes in RectangleYoung Hwan Chang Dr Young Hwan Chang is an Assistant Professor in the Department of Bio-medical engineering at Orego
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    Tara Sigdel Dr Tara Sigdel is an Assistant Professor in the Department of Surgery at the University of California S Yuchao Jiang Dr Yuchao Jiang is an assistant professor in the Department of Biostatistics and Department of Genetic Yu Max Qian Dr Yu Max Qian is an assistant professor at the J Craig Venter Institute JCVI He specializes in RectangleYoung Hwan Chang Dr Young Hwan Chang is an Assistant Professor in the Department of Bio-medical engineering at Orego
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    www.bigdatau.org www bigdatau orgKnowinnovation is an international consulting firm that specialises in accelerating scientific innovation The compan The NIH Big Data to Knowledge BD2K Training Coordinating Center TCC provides current and future generations of bi www.knowinnovation.com www knowinnovation com DMS-1830890 DMS-1734053 National Science Foundation Grant DMS-1734053 DMS-1830890 3U24ES026465-01S2 3U24ES026465-01S1 U24ES026465-03 National Institutes of Health Grant 5U24ES026465-03 3U24ES026465-01S1 3U24ES026465-01S2
 
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