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Fetal Monitoring: Help or Hindrance? - March of Dimes

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<strong>Fetal</strong> <strong>Monit<strong>or</strong>ing</strong>: <strong>Help</strong><br />

<strong>or</strong> <strong>Hindrance</strong>?<br />

2012<br />

Heidi M. Funk, MS, RNC-OB, C-EFM,<br />

CNS


Objectives<br />

• Upon completion <strong>of</strong> this presentation the participant<br />

will be able to:<br />

• Understand the legal implications and liability with<br />

the use <strong>of</strong> electronic fetal monit<strong>or</strong>ing<br />

• List the components <strong>of</strong> the NICHD nomenclature<br />

• Evaluate the system <strong>of</strong> EFM f<strong>or</strong> consistency<br />

and challenges in interpretation and<br />

implementation<br />

• Describe new methods <strong>of</strong> assessing fetal well-being


<strong>Fetal</strong> <strong>Monit<strong>or</strong>ing</strong><br />

• Is the most common obstetric procedure in the<br />

United States.<br />

• As <strong>of</strong> 2002, 85% <strong>of</strong> approximately 4 million live births<br />

were evaluated with electronic fetal monit<strong>or</strong>ing.<br />

• Despite this widespread use, there has been no<br />

decrease in neonatal cerebral palsy and<br />

neurologic injury. (1)


EFM Development<br />

• One <strong>of</strong> the significant challenges in utilization<br />

<strong>of</strong> EFM is, it’s development has occurred over<br />

decades, in different countries, where<br />

different terms were used to describe some <strong>of</strong><br />

the characteristics and patterns. (1 & 8)


Evolution <strong>of</strong> EFM<br />

• 1958: Dr. Edward Hon: developed a method f<strong>or</strong><br />

continuous electronic fhr rec<strong>or</strong>ding & described 3<br />

patterns <strong>of</strong> decelerations: early, variable & late<br />

related to head compression, c<strong>or</strong>d compression &<br />

utero-placental insufficiency.<br />

• 1963: Dr. Hon: improved the rec<strong>or</strong>ding with the scalp<br />

electrode.<br />

• 1966: Caldeyro-Barcia: long/ sh<strong>or</strong>t term variability &<br />

Hammacher identified that neonates with lates had<br />

lower Apgar sc<strong>or</strong>es and a higher stillbirth rate.<br />

• 1969: Hammacher: accelerations= fetal well being (11)


International Conferences<br />

• As international interest grew<br />

• 1971 International Conference f<strong>or</strong> common<br />

nomenclature in New Jersey<br />

• 1972 Second Conference in Amsterdam<br />

• General agreement was accepted f<strong>or</strong> a common<br />

nomenclature f<strong>or</strong> periodic changes (early, late<br />

and variable) (11)


Continuous Data Display<br />

• Should prevent fetal death and m<strong>or</strong>bidity<br />

• Thought to be superi<strong>or</strong> in diagnosing fetal acidemia<br />

• Assumption <strong>of</strong> efficacy. By the 1990’s meta-analyses<br />

clearly indicated that EFM increases cesarean<br />

deliveries and operative vaginal deliveries without<br />

improving outcomes in healthy, term<br />

pregnancies without risk fact<strong>or</strong>s. (15)


Common Areas <strong>of</strong> Litigation Related to<br />

EFM<br />

• Failure to accurately assess maternal-fetal status<br />

• Failure to appreciate a deteri<strong>or</strong>ating fetal condition<br />

• Failure to treat a nonreassuring FHR<br />

• Failure to c<strong>or</strong>rectly communicate maternal/fetal<br />

status<br />

• Failure <strong>of</strong> MD/CNM to respond appropriately<br />

when notified <strong>of</strong> a nonreassuring fetal status<br />

• Failure to institute chain-<strong>of</strong> command when<br />

there is a disagreement between clinicians (10)


Malpractice claims<br />

• The most frequent allegation in perinatal claims is<br />

delayed diagnosis <strong>of</strong> fetal distress.<br />

• The most frequent allegation against obstetricians<br />

was “failure to perf<strong>or</strong>m a timely cesarean delivery”<br />

• The issue in many <strong>of</strong> these cases was the providers<br />

failure to c<strong>or</strong>rectly interpret the monit<strong>or</strong><br />

tracing as indicating a need f<strong>or</strong> intervention.


Discrepancies<br />

• In some cases the failure <strong>of</strong> the physician to<br />

perf<strong>or</strong>m the timely cesarean delivery was<br />

attributed, at least in part, to the nurses<br />

misinterpretation <strong>of</strong> the monit<strong>or</strong> strip and the<br />

failure to convey a sense <strong>of</strong> urgency to the<br />

physician.


Misinterpretation <strong>of</strong> Strip<br />

Defendant Nurse<br />

• “Variables”<br />

• “Accelerations”<br />

• Unaware <strong>of</strong> likelihood <strong>of</strong><br />

fetal compromise<br />

• Increased oxytocin to<br />

comply with the plan f<strong>or</strong> a<br />

vaginal delivery<br />

Defense Experts<br />

• “Late decelerations”<br />

• “Overshoots”<br />

• Tracing that appeared<br />

ominous f<strong>or</strong> hours<br />

• Increasing oxytocin<br />

likely compromised<br />

fetus further


Litigation Issues<br />

•Failure to c<strong>or</strong>rectly<br />

communicate<br />

maternal/fetal status


Sentinel Event Alert No. 30<br />

• July 21, 2004: Preventing infant death and injury<br />

during delivery.<br />

– Institutions should develop clear guidelines f<strong>or</strong><br />

fetal monit<strong>or</strong>ing <strong>of</strong> potential high-risk patients<br />

– Protocols f<strong>or</strong> interpretation <strong>of</strong> fhr tracings<br />

– Educate nurses, residents, nurse midwives and<br />

physicians to use the terminology to<br />

communicate concerning abn<strong>or</strong>mal<br />

fhr tracings. (16)


NICHD criteria: A Common Language!<br />

• 1997: New nomenclature presented to clinicians<br />

• Proposed to act as a foundation f<strong>or</strong> future research.<br />

• Needed to be tested f<strong>or</strong> validity, reliability, and<br />

reproducibility.<br />

• To improve the ability to interpret and compare<br />

studies scientifically and to generalize the<br />

results <strong>of</strong> clinical trials. (15)


NICHD Recommendations<br />

• Three imp<strong>or</strong>tant components <strong>of</strong> fetal heart rate<br />

monit<strong>or</strong>ing;<br />

– The development <strong>of</strong> standard definitions.<br />

– The description <strong>of</strong> FHR patterns that reflect an<br />

absence <strong>of</strong> asphyxia.<br />

– The description <strong>of</strong> FHR patterns that are<br />

predictive <strong>of</strong> current <strong>or</strong> impending<br />

asphyxia.


NICHD II<br />

• In 2008 NICHD, ACOG and the SMFM<br />

• Met to review the nomenclature,<br />

interpretation and research<br />

recommendations <strong>or</strong>iginally developed in<br />

1997.(25)


2008<br />

• Categ<strong>or</strong>y I N<strong>or</strong>mal: FHR patterns that c<strong>or</strong>relate<br />

closely with a fav<strong>or</strong>able neonatal outcome identified:<br />

• Categ<strong>or</strong>y III / Abn<strong>or</strong>mal FHR patterns associated with<br />

adverse neonatal outcomes.<br />

• Categ<strong>or</strong>y II / Indeterminate: The field continues to<br />

struggle with the area between these two<br />

extremes. Lack <strong>of</strong> unif<strong>or</strong>m terminology,<br />

differing opinions in interpretation, and wide<br />

variations in definition and management <strong>of</strong><br />

nonreassuring patterns. (25)


Categ<strong>or</strong>y II<br />

• Categ<strong>or</strong>y II is the largest <strong>of</strong> the 3 categ<strong>or</strong>ies and does<br />

not meet either Categ<strong>or</strong>y I <strong>or</strong> Categ<strong>or</strong>y III criteria. As<br />

such it is referred to as “indeterminate” because it is<br />

inconsistently associated with fetal acidemia.<br />

• The problem? Approximately 80% <strong>of</strong> the strips we<br />

encounter are Categ<strong>or</strong>y II.(25)


FHR Patterns NOT defined<br />

• Undefined concepts in 1997 & 2008<br />

– Wandering baseline<br />

– Lambda pattern<br />

– Shoulders<br />

– Overshoot<br />

– Variable decelerations with a late component<br />

– Mild, moderate, and severe variables<br />

– Pseudosinusoidal patterns<br />

– Reassuring and nonreassuring patterns (15, 25)


Clinical Management<br />

• 30 years <strong>of</strong> trying to come to a consensus<br />

on definitions and classifications.<br />

• We still have the challenge inherent in<br />

interobserver variability.


Human Fact<strong>or</strong>s<br />

• Agreement between observers is reasonably high f<strong>or</strong><br />

– Baseline rate<br />

– Accelerations<br />

– Decelerations<br />

• But low f<strong>or</strong> variable decelerations and lower<br />

still f<strong>or</strong> variability.<br />

• Computers have been investigated f<strong>or</strong><br />

standardizing EFM interpretation.


Reproducibility<br />

• Clinicians disagree with each other in their<br />

evaluation <strong>of</strong> FHR about 80% <strong>of</strong> the time.<br />

• Even when reviewing the same FHR pattern several<br />

months later, a clinician disagrees with his <strong>or</strong> her<br />

own initial interpretation about 20% <strong>of</strong> the time. (3)


Inter-rater reliability<br />

• Chauhan: 5 clinicians, 100 parturients<br />

• Traditional intrapartum evaluation: reassuring vs.<br />

nonreassuring<br />

• 46% <strong>of</strong> these patients had an emergent C/S<br />

• 2% had a fetal pH less than 7.0<br />

• Study found po<strong>or</strong> inter-rater reliability and<br />

they could not predict which parturient had<br />

an emergency C/S <strong>or</strong> low pH! (3)


Computer Based Assessment<br />

• NICHD Nomenclature designed f<strong>or</strong> both visual<br />

assessment and computer based assessment<br />

• Utilize the accuracy <strong>of</strong> the computer to assist the<br />

subjective assessment <strong>of</strong> the clinician (15)<br />

• Improve consistency <strong>of</strong> documentation and help<br />

eliminate interobserver variation.


OBIX Perinatal Data System<br />

E-Tools: Baseline


E-Tools: 10x10 Accelerations


E-Tools: 15x15 Accelerations


E-Tools: Minimal Variability


E-Tools: Moderate Variability


E-Tools: Deceleration Tool


Litigation Issue<br />

• Failure <strong>of</strong> MD/CNM to respond<br />

appropriately when notified <strong>of</strong> a<br />

nonreassuring fetal status<br />

• Failure to institute chain-<strong>of</strong>-<br />

command when there is a<br />

disagreement between clinicians


Air Strip: There’s an App f<strong>or</strong> that!


Speak up…<br />

• Perinatal nurses need to be so secure in<br />

their own interpretation <strong>of</strong> fetal heart<br />

rate tracings that they feel free to<br />

question the interpretation <strong>of</strong> a nursing<br />

<strong>or</strong> medical colleague.<br />

• Only then will many ob malpractice<br />

cases have a fair chance at a<br />

successful defense.(29)


Litigation Issue<br />

• Failure to adequately monit<strong>or</strong> fetal<br />

heart rate<br />

• Failure to identify maternal vs. fetal<br />

heart rate<br />

• Failure to adequately monit<strong>or</strong><br />

uterine contractions


Recommendations<br />

• If continuous EFM is <strong>or</strong>dered, monit<strong>or</strong>ing <strong>of</strong> the FHR<br />

and uterine activity via EFM should be continuous<br />

until birth.<br />

• Issues commonly seen with incomplete <strong>or</strong> po<strong>or</strong><br />

quality EFM rec<strong>or</strong>ding:<br />

– Patient is obese<br />

– Patient wants to ambulate<br />

– Patient moves, causing signal loss<br />

– Maternal heart rate displayed as fhr


Traditional Way


Monica <strong>Monit<strong>or</strong>ing</strong> System


Rec<strong>or</strong>ding <strong>of</strong> Monica Strip


Doppler Ultrasound Rec<strong>or</strong>ding


Feather-Lite Toco


Litigation Issue<br />

• Failure to appreciate<br />

deteri<strong>or</strong>ation <strong>of</strong> the fetal<br />

condition…


Competency<br />

• Adopt & universally use one common language f<strong>or</strong><br />

FHR patterns via electronic fetal monit<strong>or</strong>ing. NICHD<br />

nomenclature.<br />

• Establish joint nurse/nurse-midwife/physician EFM<br />

educational programs. HCA<br />

• Ensure and document all providers are competent to<br />

interpret EFM data. HCA<br />

• Establish a clear & agreed upon definition <strong>of</strong> fetal<br />

well-being & document assessment on admission. ( 10 )


Competency <strong>of</strong> Physicians and Nurses<br />

• 43 Ob/Gyn training programs<br />

– 79% use clinical experience, & 87% include structured lectures to train<br />

residents and fellows.<br />

• Perinatal m<strong>or</strong>bidity and m<strong>or</strong>tality conferences used<br />

by 85% through clinical experience and case studies<br />

• RN’s typically undergo bi-annual competency<br />

training (AWHONN).<br />

• Physician competency is not f<strong>or</strong>mally<br />

evaluated.(19)


HealthStream<br />

• The Advanced <strong>Fetal</strong> <strong>Monit<strong>or</strong>ing</strong> & Assessment<br />

Program<br />

• Developed by HCA in collab<strong>or</strong>ation with Advanced<br />

Practice Strategies (APS)<br />

• Online learning program focused on best practices in<br />

EFM<br />

• Consists <strong>of</strong> seven modules by recognized<br />

EFM experts<br />

• ACOG accredited f<strong>or</strong> 12 CME cognates and<br />

HealthStream f<strong>or</strong> 14 contact hours f<strong>or</strong> nurses


Currently<br />

• There is no single way <strong>of</strong> ensuring competency in the<br />

interpretation <strong>of</strong> fetal heart rate tracings<br />

• The National Certification C<strong>or</strong>p<strong>or</strong>ation does <strong>of</strong>fer<br />

certification in electronic fetal monit<strong>or</strong>ing f<strong>or</strong> nurses.


•Failure to treat a<br />

nonreassuring fetal<br />

heart rate.


<strong>Fetal</strong> Acidemia/ EFM<br />

• Relationships between FHR variability<br />

• Depth <strong>of</strong> decelerations<br />

• <strong>Fetal</strong> acidemia<br />

• <strong>Fetal</strong> vig<strong>or</strong> (5 minute Apgar sc<strong>or</strong>e > 5)<br />

• Duration <strong>of</strong> pattern to degree <strong>of</strong> acidemia (20)


Results<br />

• Moderate FHR variability was strongly associated<br />

(98%) with an umbilical c<strong>or</strong>d pH > 7.15 <strong>or</strong> newb<strong>or</strong>n<br />

vig<strong>or</strong> (Apgar sc<strong>or</strong>e > 7)<br />

• Undetectable <strong>or</strong> minimal variability in the presence<br />

<strong>of</strong> late <strong>or</strong> variable decelerations was the most<br />

consistent predict<strong>or</strong> <strong>of</strong> newb<strong>or</strong>n acidemia, though<br />

the association was only 23%. (20)


Results<br />

• There was a positive relationship between degree <strong>of</strong><br />

acidemia and the depth <strong>of</strong> the deceleration <strong>or</strong><br />

bradycardia.<br />

• Except f<strong>or</strong> bradycardia, newb<strong>or</strong>n acidemia with<br />

decreasing FHR variability in combination with<br />

decelerations develops over a period <strong>of</strong> time<br />

approximating one hour. (20)


Five Gradations <strong>of</strong> <strong>Fetal</strong> Anemia<br />

• No acidemia<br />

• No central fetal acidemia (oxygenation)<br />

• No central fetal acidemia but FHR pattern suggests<br />

intermittent reductions in O2 which may result in<br />

fetal O2 debt<br />

• Fetus potentially on verge <strong>of</strong> decompensation<br />

• Evidence <strong>of</strong> actual <strong>or</strong> impending damaging<br />

fetal asphyxia (8)


Acidemia/Risk/Action<br />

Variable Risk <strong>of</strong> Acidemia Risk Evolution Action<br />

Green O Very low None<br />

Blue O Low Conservative<br />

tech/begin<br />

preparation<br />

Yellow O Moderate Conservative tech/<br />

increased<br />

surveillance<br />

Orange B<strong>or</strong>derline/<br />

acceptably low<br />

High Conservative tech/<br />

prepare f<strong>or</strong> urgent<br />

delivery<br />

Red Unacceptably high Not a consideration Deliver


Conservative Techniques<br />

• F<strong>or</strong> modification <strong>of</strong> variant FHR patterns<br />

– Position change<br />

– Hyperoxia<br />

– Adequate intravascular volume<br />

– C<strong>or</strong>rect excessive contractions<br />

– Avoid constant pushing<br />

– Tocolysis<br />

– Amnioinfusion to c<strong>or</strong>rect amniotic fluid deficit


Management <strong>of</strong> Categ<strong>or</strong>ies<br />

Categ<strong>or</strong>y Techniques OR OB Anesthesia NRP Location<br />

Green No ----- ----- ----- ----- -----<br />

Blue Yes Available Inf<strong>or</strong>med ----- ----- -----<br />

Yellow Yes Available @<br />

bedside<br />

Orange Yes<br />

Immediately<br />

Available<br />

@<br />

bedside<br />

Red Yes Open @<br />

bedside<br />

Inf<strong>or</strong>med Inf<strong>or</strong>med -----<br />

Present Immediately<br />

Available<br />

OR<br />

Present Present OR


Risk Categ<strong>or</strong>ies by EFM


Col<strong>or</strong> Coded Chart


Preliminary Approach<br />

• Guideline is a first step in optimal pattern<br />

management.<br />

• Selective approaches to each individual FHR pattern<br />

with guidelines f<strong>or</strong> risk <strong>of</strong> fetal acidemia.<br />

• Must be individualized to institutions and modified<br />

at different times <strong>of</strong> day as logistics change.


• An alternative approach to<br />

identify fetal hypoxia and need<br />

f<strong>or</strong> intervention that should be<br />

available soon is…


ST Segment Analysis<br />

• STAN was approved in 2005 by the FDA as an adjunct<br />

to electronic fetal monit<strong>or</strong>ing<br />

• Available in Europe f<strong>or</strong> some time<br />

• Decreased need f<strong>or</strong> operative vaginal delivery and<br />

emergency cesarean birth.<br />

• Large RCT currently underway.<br />

• Comparison under US conditions with standard EFM<br />

alone with results expected in 2013. (21)


ECG Analysis<br />

Analysis <strong>of</strong><br />

segments <strong>of</strong> the<br />

fetal ECG to<br />

determine the<br />

presence <strong>of</strong><br />

myocardial<br />

ischemia.<br />

Only the gold scalp<br />

lead is used.


STAN<br />

• Based upon the ability to detect changes in the ST interval<br />

when the fetus mobilizes its compensat<strong>or</strong>y mechanisms<br />

against hypoxia.<br />

• An already hypoxic fetus <strong>or</strong> one with a decreased capacity to<br />

mount a response may not show a change in T-wave<br />

amplitude with further hypoxia.<br />

• STAN is only useful as an adjunct system to be used<br />

on a fetus still capable <strong>of</strong> mounting a response.


FDA Approval<br />

• Singleton pregnancies<br />

• Fetus is m<strong>or</strong>e than 36-0/7 weeks gestation<br />

• Membranes are ruptured<br />

• First stage <strong>of</strong> lab<strong>or</strong><br />

• No active <strong>or</strong> involuntary pushing<br />

• No contraindication to scalp electrode<br />

• Established a baseline T/QRS ratio


Baseline Requirements<br />

• <strong>Fetal</strong> ECG electrode<br />

• Maternal skin reference electrode<br />

• Microprocess<strong>or</strong>-based monit<strong>or</strong> to ID the fetal ST<br />

segment & T-wave changes.<br />

• Compares the changes to a baseline reading <strong>of</strong> 500<br />

consecutive heart-beats <strong>or</strong> 4-5 minutes <strong>of</strong><br />

monit<strong>or</strong>ing.<br />

• Creates the baseline f<strong>or</strong> subsequent comparison


ST Events<br />

• When the monit<strong>or</strong> detects a significant change in the<br />

ST interval, it displays an “ST event” on the main<br />

screen in an event log.<br />

• 3 types <strong>of</strong> events are indentified by STAN<br />

– Episodic T/QRS ratio increase<br />

– Baseline T/QRS ratio increase<br />

– Biphasic ST


Back to the Categ<strong>or</strong>ies…<br />

• During lab<strong>or</strong> fetuses essentially fall into 3 categ<strong>or</strong>ies<br />

– Tolerating lab<strong>or</strong> without any issue= categ<strong>or</strong>y I<br />

– Clearly in trouble with abn<strong>or</strong>mal fetal acid-base<br />

balance who need urgent intervention <strong>or</strong> delivery-<br />

categ<strong>or</strong>y III<br />

– Categ<strong>or</strong>y II: where we evaluate, continue<br />

surveillance and reevaluate all the clinical<br />

circumstances


Categ<strong>or</strong>y II Meet STAN<br />

• This is the area where it is believed that STAN may be<br />

potentially helpful.<br />

• Initial assessment <strong>of</strong> FHR monit<strong>or</strong>ing strip and<br />

categ<strong>or</strong>ization into one <strong>of</strong> three zones.<br />

– Green: no intervention, watch expectantly<br />

– Red: need expeditious delivery<br />

– Regardless <strong>of</strong> ST changes


FHR Classification System f<strong>or</strong> ST Analysis<br />

FHR Classification Baseline FHR Variability Decelerations<br />

Green Zone •110-160 bpm •Moderate variability<br />

(6-25)<br />

•Accelerations present<br />

Yellow Zone •Bradycardia < 110<br />

bpm<br />

•Tachycardia > 160<br />

bpm<br />

•> 150 bpm with<br />

minimal variability<br />

•Minimal variability (<<br />

5 bpm) f<strong>or</strong> > 40 min<br />

•Marked variability (><br />

25 bpm) f<strong>or</strong> > 40 min<br />

Red Zone •Absent variabilityregardless<br />

<strong>of</strong> other<br />

FHR patterns<br />

•Early decelerations<br />

•Variable deceleration<br />

with a duration <strong>of</strong> <<br />

60 sec and depth < 60<br />

beats<br />

•Variable<br />

decelerations with a<br />

duration <strong>of</strong> > 60 sec <strong>or</strong><br />

depth > 60 beats<br />

•Recurrent late<br />

decelerations<br />

•Prolonged<br />

deceleration f<strong>or</strong> > 2<br />

min regardless <strong>of</strong><br />

variability<br />

•Sinusoidal pattern


ST Analysis: Management<br />

Zone No ST Event ST Event<br />

Episodic, Baseline <strong>or</strong> 2 Biphasic log<br />

messages<br />

Green zone •Expectant management<br />

•Continued observation<br />

Yellow Zone •Expectant management,<br />

closer observation<br />

•If > 60 min ( <strong>or</strong> earlier if<br />

FHR shows rapid<br />

deteri<strong>or</strong>ation <strong>of</strong> fetal<br />

condition), direct physician<br />

assessment <strong>of</strong> fetal state<br />

Red Zone •Expeditious delivery<br />

regardless <strong>of</strong> an ST changes<br />

•Expectant management<br />

•Continued observation<br />

•Direct physician<br />

assessment<br />

•Intrauterine resuscitation<br />

as appropriate<br />

•If no improvement in fetal<br />

condition, expeditious<br />

delivery<br />

•In second stage with<br />

active pushing, expeditious<br />

delivery<br />

•Expeditious delivery<br />

regardless <strong>of</strong> an ST changes


Utility <strong>of</strong> STAN<br />

• Comes in the management <strong>of</strong> those patients<br />

classified in the yellow zone because ST changes in<br />

this zone become an imp<strong>or</strong>tant indicat<strong>or</strong> <strong>of</strong><br />

progressive hypoxia, and the initiation <strong>of</strong> anaerobic<br />

metabolism, with its potential f<strong>or</strong> metabolic acidosis.


Implication<br />

• This presentation is not meant to be a<br />

comprehensive scientific explanation <strong>of</strong> STAN<br />

monit<strong>or</strong>ing.<br />

• Approved training, certification, and credentialing<br />

are all mandated by the FDA.<br />

• There is also a learning curve to the use <strong>of</strong> the<br />

system.


<strong>Help</strong> <strong>or</strong> <strong>Hindrance</strong>?<br />

• Recommendations<br />

– Continued use <strong>of</strong> EFM in the U.S. in light <strong>of</strong><br />

medico-legal climate<br />

– Adoption <strong>of</strong> the NICHD criteria by all specialties to<br />

enhance communication<br />

– Interdisciplinary training in fetal monit<strong>or</strong>ing<br />

– Computer enhanced pattern recognition to<br />

supplement clinicians interpretation &<br />

communication<br />

– Continued evaluation <strong>of</strong> supplemental<br />

technologies


Why we keep caring…


References<br />

1. American College <strong>of</strong> Obstetricians and Gynecologists. ACOG practice<br />

Bulletin No. 16: Intrapartum fetal heart rate monit<strong>or</strong>ing: nomenclature,<br />

Interpretation, and General Management Principles. Obstet Gynecol.<br />

2009;114(1):192-202.<br />

2. Graham EM, Peterson SM, Christo DK, Fox HE. Intrapartum electronic<br />

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