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The	Health	Systems	Innovation	Lab	
Thomas	M.	Maddox	MD	MSc	
Professor,	Washington	University	School	of	Medicine	
Director,	Health	Systems	Innovation	Lab,	Washington	
University	School	of	Medicine/BJC	Healthcare
The	Health	Systems	Innovation	Lab	(HSIL)	develops	
and	incorporates	innovations	into	clinical	practice	
Save
The	mission	of	HSIL	is	to	create	sustainable,	technology-
enabled	care	delivery	innovations	focused	on	solving	
critical	problems	in	our	health	system	and	community.
4	
BJC	Center	for		
Clinical	Excellence	
WU	Institute	
for	Clinical			
and	
Translational	
Sciences	
WU	Institute	of	Public	Health	
WU	Institute	
for	Informatics	
HSIL
Health	System	and	Community	Priorities	
	
Critical	Problem	
	
Academic	Partner	
	
Tech/Informatics	Solution	
	
Operational	Home	
A	World	of	Possibility	
HSIL	Portfolio
It	takes	a	village…	
HSIL	projects	
Health	care	
providers,	patients,	
and	communities	
Designers	
Informaticians	
Investigators	
External	partners	
Executive	sponsors	
Project	managers
Examples	of	innovation	projects
What	if	we	could	predict	the	future	of	AMI	patients?	
Presentation	
with	AMI	
Bleeding	&	AKI	
Avoidance	
Begin	D/C	
Planning	
NSTEMI	
STEMI	
Cath?	
PCI	
PCI	
Discharge	&	Care	
Transition	
Cardiac	Rehab	&	
Post-acute	care	
to	90d	
Risk	Strat-
ification	
Case	Managers	
•  Predicted	LOS	
•  Mean	
•  Short	
•  Need	for	SNF	
Interventionalists	
•  PCI	Bleeding	Risk	
•  AKI	Risk/Safe	
Contrast	
Case	Managers	&		
Home	Health	
•  90d	Readmit	Risk	
•  Benefits	of	CR	
ED	Physicians	
•  Need	to	admit	CP	
Inpatient	MD	
•  TIMI	Risk	Score	for	cath	
•  Risk	of	needing	CABG	
•  DAPT	pre-loading	
•  AMI	Bleeding	Risk
What	if	our	DNA	could	help	us	avoid	heart	
attacks?	
0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
1
AbsoluteRiskReductions(%)
Low Genetic Risk High Genetic Risk
0
0.5
1
1.5
2
2.5
3
3.5
0
1
2
3
4
5
6
7
-2
-1
0
1
2
3
4
5
6
7
8
Intermediate Genetic Risk
JUPITER ASCOT CARE PROVE IT
TIMI 22
0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
1
AbsoluteRiskReductions(%)
Low Genetic Risk High Genetic Risk
0
0.5
1
1.5
2
2.5
3
3.5
0
1
2
3
4
5
6
7
-2
-1
0
1
2
3
4
5
6
7
8
Intermediate Genetic Risk
JUPITER ASCOT CARE PROVE IT
TIMI 22
Number	needed	to	treat	
	
Low	genetic	risk	ASCOT	
trial	
NNT	~	100	
	
High	genetic	risk	ASCOT	
trial	
NNT	~	33	
Mega	and	Stitziel	et	al.	Lancet	2015
NICOTINE		
DEPENDENCE	
CANCER	DIAGNOSIS/	
PREVENTION	
CHRNA5	
TREATMENT/	
CESSATION	
	
30%	more	likely	to	be		
dependent	smokers	
Smoked	more	cigarettes/day	
Inhale	deeper		
4-yr	delay	in	median	age		
of	quitting	
Increased	exposure		
to	carcinogens	
4-yr	earlier	median		
age	of	lung	cancer	diagnoses	
Higher	overall	mortality	
If	quit,	50%	less	risk	for	lung	cancer	
If	quit,	7-yr	delay	in	lung	cancer	
1/3	odds	of	quitting		
without	medication	
3X	more	likely	to		
benefit	from	nicotine		
replacement	therapy	
What	if	our	genes	could	help	with	smoking	
cessation?	
CLINICAL	TRIAL
What	if	we	were	better	at	understanding	how	
cancer	and	cardiac	risk	interact?
October 25, 2017
2
Emerging	strategic	priorities	
•  Standardizing	and	optimizing	clinical	workflows	
•  Prediction	algorithms	to	risk-stratify	and	triage	patients	
•  Tools	to	support	care	teams	
•  Patient	service	interfaces	
•  Virtual	care	platforms	
•  Visualization	of	resources	between	health	system	and	
community	social	services
Challenges	for	innovation	
•  Change	management	is	difficult	in	large	health	systems	
•  Both	clinicians	and	administrators	need	convincing	with	rigorous	
evidence	
•  Margins	are	shrinking	and	cost	containment	is	key	
•  Staff	turnover	and	burnout	is	high,	partly	due	to	workflow	
•  Academic	physicians	and	departments	have	a	disproportionate	
influence	over	clinical	decisions	
•  The	EHR	at	BJC	is	undergoing	a	major	overhaul,	but	will	become	the	
default	technology	
•  BJC	is	a	federated	system	without	integrated	service	lines	or	
centralized	purchasing,	though	this	is	changing
tmaddox@wustl.edu

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mHealth Israel_BJC Healthcare Health System Innovation Lab, Presentation by Dr. Thomas Maddox, Director, Health Systems Innovation Lab, Washington University School of Medicine / BJC Healthcare