sifting through lines events and trees stories of ehr
play

Sifting Through Lines, Events, and Trees: Stories of EHR Visual - PDF document

Aug 29, 2022 •159 likes •258 views

5/28/2014 Sifting Through Lines, Events, and Trees: Stories of EHR Visual Exploratory Analysis Christopher Herrick, Vivian Gainer, Alyssa Goodson, Shawn Murphy Victor Castro, Kay Mahamaneerat, Yanbing Wang, and Taowei David Wang

  1. 5/28/2014 Sifting Through Lines, Events, and Trees: Stories of EHR Visual Exploratory Analysis Christopher Herrick, Vivian Gainer, Alyssa Goodson, Shawn Murphy Victor Castro, Kay Mahamaneerat, Yanbing Wang, and Taowei David Wang tdwang@partners.org May 29, 2014 • Research Information Services & Computing (Shawn Murphy) • Curate clinical data for research • IRB-approved, HIPAA-compliant, auditable • i2b2, RPDR, mi2b2 1

  2. 5/28/2014 • Research Information Services & Computing • Curate clinical data for research • IRB-approved, HIPAA-compliant, auditable • i2b2, RPDR, mi2b2 Dynamic Query Lifelines2 EventFlow Treemap + Piccolo • Research Information Services & Computing • Curate clinical data for research • IRB-approved, HIPAA-compliant, auditable • i2b2, RPDR, mi2b2 - Mediated access to clinical PACS - Cloud storage - Download to local machines All data on this slide is de-identified 2

  3. 5/28/2014 Dynamic Query • Research Information Services & Computing • Curate clinical data for research • IRB-approved, HIPAA-compliant, auditable • i2b2, RPDR, mi2b2 All data on this slide is de-identified Dynamic Query • Research Information Services & Computing • Curate clinical data for research • IRB-approved, HIPAA-compliant, auditable • i2b2, RPDR, mi2b2 Filter All data on this slide is de-identified 3

  4. 5/28/2014 Lifelines2 Data Extract, Transform, Load (ETL) • Searching for the right patients for a comparison is difficult • SQL is complex, prone to mistakes • Mistakes are hard to spot Lifelines2 Data ETL: Glargine & Pancreatic Cancer • Searching for the right patients for a comparison is difficult • SQL is complex, prone to mistakes • Mistakes are hard to spot Order of Cancer and Glargine is not enforced. cancer glargine c Nor is the time taken from Glargine to Cancer taken into account. All data on this slide is simulated (i.e. made up) 4

  5. 5/28/2014 Lifelines2 Data ETL: Glargine & Pancreatic Cancer • Searching for the right patients for a comparison is difficult • SQL is complex, prone to mistakes • Mistakes are hard to spot Order of Cancer and Glargine is not enforced. cancer glargine spike c Nor is the time taken from Glargine to Cancer taken into account. All data on this slide is simulated (i.e. made up) Diabetes Treatment Progression: SGLT-2 • Type 2 diabetes mellitus (DM2) has complex causes and treatments • New class of diabetes drug: SGLT-2 • Interested in its usage, in particular: • Characteristics of patients on different drug classes • Demographics, measurements before/after taking a drug class, etc. • What drugs were used prior to prescribing SGLT-2 • EventFlow • Phenotypes of patients on SGLT-2 vs other diabetes patients • Treemap 5

  6. 5/28/2014 EventFlow Years Before 8 6 4 2 SGLT-2 All data on this slide is simulated (i.e. made up) EventFlow Years Before 8 6 4 2 SGLT-2 All data on this slide is simulated (i.e. made up) 6

  7. 5/28/2014 Comparing Large Trees: Diabetes Drugs • Two populations of patients (e.g. CGLT-2 vs Other) • Hierarchically organized diagnosis code (e.g. ICD9) (SGLT-2) (Other) All data on this slide is simulated (i.e. made up) Treemap+ Piccolo All data on this slide is simulated (i.e. made up) 7

  8. 5/28/2014 Treemap+ Lifelies2 Piccolo All data on this slide is simulated (i.e. made up) Thank you tdwang@partners.org 8

Recommend

L-102.00 1 Building Outline Map L-102.00 SCALE: 1" = 10' Date: 7/17/2017 Date:

L-102.00 1 Building Outline Map L-102.00 SCALE: 1" = 10' Date: 7/17/2017 Date:

92ND STREET 7 4 4 4 4 Stories Stories Stories Stories Stories 7 Stories 15 5 4 4 4 4 4 Stories Stories Stories Stories Stories Stories Stories 4 Stories 3 Historic Photo A 2 Historic Photo A L-102.00 L-102.00 SCALE:

477 views • 5 slides
HISA UX CoP Workshop: Usability and User Experience Stories from the front lines Associate

HISA UX CoP Workshop: Usability and User Experience Stories from the front lines Associate

HISA UX CoP Workshop: Usability and User Experience Stories from the front lines Associate Professor Chris Bain MBBS, M. Info. Tech., PhD (Info. Sys.), MACS, AFCHSM, FACHI Founder HealthTech-UX (HTUX) Inaugural Chair HISA UX CoP

336 views • 14 slides
( ( ) ) ( ) ( ) = = Work = h log t n B- B -Trees Trees B B- -Trees

( ( ) ) ( ) ( ) = = Work = h log t n B- B -Trees Trees B B- -Trees

B- B -Trees Trees B B- -Trees Trees Search for key R ( ( ) ) ( ) ( ) = = Work = h log t n B- B -Trees Trees B B- -Trees Trees Each Disk-Read or Disk-Write = one Basic unit of work O(1) Typical Node x

287 views • 4 slides
Parallel lines They are lines whose distance between then does not change along their

Parallel lines They are lines whose distance between then does not change along their

D AY 4 P ARALLEL LINES I NTRODUCTION We see electric cables hanging between poles, athletic track lines and so many other similar features. Have we ever asked ourselves about a special feature about the lines that are identified with these

348 views • 12 slides
Rosalind Dibley: Digital Stories and Me Sharing stories Information about how to tell stories is

Rosalind Dibley: Digital Stories and Me Sharing stories Information about how to tell stories is

Rosalind Dibley: Digital Stories and Me Sharing stories Information about how to tell stories is everywhere!!!!!!!!!! ! www.storycenter.org Stories that come from official sources, such as ne news me ws media dia co corpo poratio

489 views • 22 slides
Family Trees, Histories, and Stories: A Presentation Made to the Texas Folklore Society Annual

Family Trees, Histories, and Stories: A Presentation Made to the Texas Folklore Society Annual

Family Trees, Histories, and Stories: A Presentation Made to the Texas Folklore Society Annual Meeting April 22, 2017 and to the East Texas Historical Association Fall Meeting October 13, 2017 Dina Lpez A presentation submitted in partial

326 views • 16 slides
Sifting through images with Multinomial Relevance Feedback Dorota G lowacka, Alan Medlar and

Sifting through images with Multinomial Relevance Feedback Dorota G lowacka, Alan Medlar and

Sifting through images with Multinomial Relevance Feedback Dorota G lowacka, Alan Medlar and John Shawe-Taylor Univeristy College London December 8, 2010 Dorota G lowacka, Alan Medlar and John Shawe-Taylor Sifting through images with

659 views • 17 slides
West 108th Street Development West Side Federation for Senior & Supportive Housing Dattner

West 108th Street Development West Side Federation for Senior & Supportive Housing Dattner

WEST 109TH STREET COLUMBUS AVE. AMSTERDAM AVE. ANABIL AVILES PLAYGROUND 6 Stories PLAYGROUND 11 Stories 11 Stories TOILETS 9 Stories 7 Stories 7 Stories WEST 108TH STREET BUILDING 1 BUILDING 2 BOOKER T. WASHINGTON M.S. 54

310 views • 5 slides
New Sifting Iterations (bringing the combinatorics back) Zarathustra Brady Sieve theoretic

New Sifting Iterations (bringing the combinatorics back) Zarathustra Brady Sieve theoretic

New Sifting Iterations (bringing the combinatorics back) Zarathustra Brady Sieve theoretic notation If A is a set of integers and P is a set of primes, then we define S ( A , P ) = { a A | p P , p a } . If z is a real number

603 views • 57 slides
Narrative Economics How Stories Go Viral and Drive Major Economic Events Robert Shiller Yale

Narrative Economics How Stories Go Viral and Drive Major Economic Events Robert Shiller Yale

Narrative Economics How Stories Go Viral and Drive Major Economic Events Robert Shiller Yale University September, 2019 1 Outline I. Origins of Narrative Economics II. Medical Epidemiology adapted to Economic Theory III. Nine

830 views • 29 slides
V 3 lines maximum size of equi lines in IR Question 23 41 42 6 7 14 3 4 5 2 h 6 10 16 28

V 3 lines maximum size of equi lines in IR Question 23 41 42 6 7 14 3 4 5 2 h 6 10 16 28

Equiangular lines with a fixed angle Joint with Alexandr Polyanskii, Jonathan Tidor, Yuan Y ao, Shengtong Zhang and Yufei Zhao arxiv arxiv 1708.02317 1907.12466 through 0 pairwise separated by same angle Lines in IR rt IRB blines V 3 lines

470 views • 4 slides
Health effects of radiofrequency radiation: sifting and weighing the science Dr. Meg Sears PhD

Health effects of radiofrequency radiation: sifting and weighing the science Dr. Meg Sears PhD

Health effects of radiofrequency radiation: sifting and weighing the science Dr. Meg Sears PhD Adjunct Investigator, Childrens Hospital of Eastern Ontario Research Institute Sr. Clinical Research Associate, Ottawa Hospital Research

117 views • 9 slides
/ + - * * 5 3 2 6 5 2 Examples Binary Trees BSTs Augmenting BinExpr General Trees

/ + - * * 5 3 2 6 5 2 Examples Binary Trees BSTs Augmenting BinExpr General Trees

Trees Readings: HtDP , sections 14, 15, 16. Topics: Introductory examples and terminology Binary trees Binary search trees Augmenting trees Binary expression trees General arithmetic expression trees Nested lists Examples Binary Trees

1.19k views • 31 slides
ISASI 2009 Seminar Presentation Wednesday Sept 16, 2009 Paper: SIFTING ASHES FROM THE WRECKAGE:

ISASI 2009 Seminar Presentation Wednesday Sept 16, 2009 Paper: SIFTING ASHES FROM THE WRECKAGE:

ISASI 2009 Seminar Presentation Wednesday Sept 16, 2009 Paper: SIFTING ASHES FROM THE WRECKAGE: AVOIDING LOST LESSONS LEARNED By Ludwig Benner Jr and Ira J. Rimson Presentation Script Commentary Title Slide: (B) Good Afternoon. For those of

361 views • 18 slides
Many stories, two basic plots. common Fun with Gaussian distributions: average A few billion

Many stories, two basic plots. common Fun with Gaussian distributions: average A few billion

average Many stories, two basic plots. common Fun with Gaussian distributions: average A few billion lines of code later: static common (n inf) checking in the real world Andy Chou, Ben Chelf, Seth Hallem Scott McPeak, Bryan Fulton,

666 views • 12 slides
Product Lines that supply Product Lines that supply other Product Lines: other Product Lines: A

Product Lines that supply Product Lines that supply other Product Lines: other Product Lines: A

Product Lines that supply Product Lines that supply other Product Lines: other Product Lines: A Service- -Oriented Approach Oriented Approach A Service Salvador Trujillo Christian Kstner Sven Apel IKERLAN Research Center University of

1.13k views • 17 slides
If two lines are parallel then they have the same slope. Consider the figure below. Line MN has

If two lines are parallel then they have the same slope. Consider the figure below. Line MN has

D AY 27 S LOPE CRITERIA OF SPECIAL LINES I NTRODUCTION Two lines which intersect at a right angle are said to be perpendicular. If two or more lines on the same plane do not meet, they are said to be parallel. The slopes of parallel are

171 views • 13 slides
Trees Eric McCreath Overview In this lecture we will explore: general trees, binary trees,

Trees Eric McCreath Overview In this lecture we will explore: general trees, binary trees,

Trees Eric McCreath Overview In this lecture we will explore: general trees, binary trees, binary search trees, and AVL and B-Trees. 2 Trees Trees are recursive data structures. They are useful for: representing items that have a tree

622 views • 27 slides
Constructing perpendicular lines with a compass and a straightedge. Given a horizontal line AB,

Constructing perpendicular lines with a compass and a straightedge. Given a horizontal line AB,

D AY 37 C ONSTRUCTING PERPENDICULAR LINES I NTRODUCTION Two lines which intersect making a right angle are said to be perpendicular. In this lesson, we are going to learn various methods that we can use to construct lines intersecting at

485 views • 22 slides
2-3-4 Trees and Red- Black Trees 204 erm CS 16: Balanced Trees 2-3-4 Trees Revealed Nodes

2-3-4 Trees and Red- Black Trees 204 erm CS 16: Balanced Trees 2-3-4 Trees Revealed Nodes

CS 16: Balanced Trees 2-3-4 Trees and Red- Black Trees 204 erm CS 16: Balanced Trees 2-3-4 Trees Revealed Nodes store 1, 2, or 3 keys and have 2, 3, or 4 children, respectively All leaves have the same depth k n r b e h n r b e

800 views • 31 slides
Algorithms and Data Structures Balanced Trees (AVL-Trees, (a,b)-Trees, Red-Black-Trees)

Algorithms and Data Structures Balanced Trees (AVL-Trees, (a,b)-Trees, Red-Black-Trees)

Algorithms and Data Structures Balanced Trees (AVL-Trees, (a,b)-Trees, Red-Black-Trees) Albert-Ludwigs-Universitt Freiburg Prof. Dr. Rolf Backofen Bioinformatics Group / Department of Computer Science Algorithms and Data Structures, January

884 views • 55 slides
Log all the things! Honza Krl @honzakral Logs? Events! Log lines Twitter feed Invoices

Log all the things! Honza Krl @honzakral Logs? Events! Log lines Twitter feed Invoices

Log all the things! Honza Krl @honzakral Logs? Events! Log lines Twitter feed Invoices Metrics Why? What happened last Tuesday? Grep? Multiple machines Multiple logs Analysis/Discovery Time period Time? Time?! Time! apache

592 views • 33 slides
i). The use of a set square ii). The use of angle transfer method iii). The use of parallelogram

i). The use of a set square ii). The use of angle transfer method iii). The use of parallelogram

D AY 38 C ONSTRUCTING PARALLEL LINES I NTRODUCTION Parallel lines refer to lines in a plane that do not meet or have a constant distance between them along their length. We encounter parallel lines in most cases such as opposite edges of

334 views • 18 slides
Events (Alice In Action, Ch 6) 25 September 2012 Slides Credit: Joel Adams, Alice in Action

Events (Alice In Action, Ch 6) 25 September 2012 Slides Credit: Joel Adams, Alice in Action

CS 120 Lecture 09 Events (Alice In Action, Ch 6) 25 September 2012 Slides Credit: Joel Adams, Alice in Action Objectives Create new events in Alice Create handler methods for Alice events Use events to build interactive stories

398 views • 8 slides

More recommend