Assessment of Pain in Newborns and Older Infants (Infant Pain Assessment Study =
iPAS)
Using Machine-learning Algorithms to Assess Acute Pain in Nonverbal Infants
1 other identifier
observational
43
1 country
1
Brief Summary
Pain assessments in non-verbal, critically ill infants represent an important clinical challenge. Older children or adults can easily express their pain, but infants lack that capability. They frequently experience repetitive acute pain during routine ICU care, but their analgesic management flounders on the horns of a dilemma: (a) failure to treat infant pain leads to immediate clinical instability and potentially long-term physical, behavioral, and cognitive sequelae, vs. (b) strong analgesics may increase risks for medical complications and/or impaired brain growth. Bedside nurses currently assess pain using pain scores, before taking action to ameliorate pain. Pain scores increase nursing workload and provide subjective assessments, rather than objective data for evaluating infant pain. Consequently, infants exposed to skin-breaking procedures, surgery, or other painful conditions often receive variable and inconsistent pain management in the ICU. The investigators aim to develop a multimodal pain assessment system, using sensor fusion and novel machine learning algorithms to provide an objective measure of pain that is context-dependent and rater-independent. This will enhance the quality of pain management in ICUs and allow continuous pain monitoring in real-time.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P25-P50 for all trials
Started Oct 2017
Longer than P75 for all trials
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
First Submitted
Initial submission to the registry
October 24, 2017
CompletedStudy Start
First participant enrolled
October 30, 2017
CompletedFirst Posted
Study publicly available on registry
November 6, 2017
CompletedPrimary Completion
Last participant's last visit for primary outcome
April 29, 2021
CompletedStudy Completion
Last participant's last visit for all outcomes
March 30, 2022
CompletedJune 8, 2022
June 1, 2022
3.5 years
October 24, 2017
June 6, 2022
Conditions
Keywords
Outcome Measures
Primary Outcomes (1)
Pain Measurement (all infants)
Visual Analogue Scale (VAS) measures pain intensity based on observer assessment on a scale from 1 to 10, where higher values indicate more intense pain.
10 minutes
Secondary Outcomes (4)
Pain Measurement
30 minutes
Pain Measurement (newborns 0-30 days)
5 minutes
Pain Measurement (newborns 0-30 days)
8 minutes
Pain Measurement (infants 1-6 months)
3 minutes
Study Arms (4)
Preterm infants
preterm neonates (34-37 weeks gestational age, n=15)
Term infants
term newborns (37-42 weeks gestation, n=15)
Small infants
1-3 month-old infants (n=15)
Older infants
3-6 month-old infants (n=15)
Interventions
Measurement of infant responses (behavioral and physiological) during a painful procedure.
Eligibility Criteria
We will collect data from 30 study subjects in each of the following age groups: * Preterm infants (34-37 weeks, postnatal age 3-30 days) * Term newborns (37-42 weeks gestation, less than 1 month of age) * Infants from 1-3 months age, and * Older infants from 3-6 months age. A total of 120 subjects will be recruited before study closure.
You may qualify if:
- \. All infants less than 6 months of corrected chronological age. 2. Infants admitted to the participating ICUs at LPCH (NICU, PICU, CVICU). 3. Require an acute painful procedure for routine clinical care.
You may not qualify if:
- Newborns with birth trauma, intrapartum asphyxia (5-minute Apgar Score \<4 or cord pH \< 7.01), fetal growth restriction (birth weight \< 5th percentile for gestation), congenital anomalies or metabolic disorders, or any kind of brain injury.
- Newborns born to mothers with a history of heavy smoking or drug abuse (alcohol, cocaine, ketamine, heroin/other opiates) or psychiatric drugs used during this pregnancy.
- Newborns and infants requiring positive pressure ventilation using a face mask (BiPAP) or endotracheal tube (conventional or high-frequency ventilators).
- Newborns and infants receiving continuous infusions of opioid drugs (morphine, fentanyl, others) and nerve blocks or neuraxial analgesia affecting the site of the invasive procedure during the 24 hours prior to study entry. (Note: Infants receiving intermittent opioids or non-opioid analgesics (acetaminophen, ibuprofen, ketorolac, others) WILL NOT be excluded).
- Newborns and infants with facial anomalies, injuries or other pathologies affecting the facial area.
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- Stanford Universitylead
- Autonomous Healthcare, Inc.collaborator
Study Sites (1)
Lucile Packard Children's Hospital Stanford
Palo Alto, California, 94304, United States
Related Publications (2)
Roue JM, Avnit A, Gholami B, Haddad WM, Anand KJS. Objective Detection of Newborn Infant Acute Procedural Pain Using EEG and Machine Learning Algorithms. Paediatr Neonatal Pain. 2025 Mar 10;7(1):e70001. doi: 10.1002/pne2.70001. eCollection 2025 Mar.
PMID: 40066435DERIVEDRoue JM, Morag I, Haddad WM, Gholami B, Anand KJS. Using sensor-fusion and machine-learning algorithms to assess acute pain in non-verbal infants: a study protocol. BMJ Open. 2021 Jan 6;11(1):e039292. doi: 10.1136/bmjopen-2020-039292.
PMID: 33408199DERIVED
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Study Officials
- PRINCIPAL INVESTIGATOR
Kanwaljeet S Anand, MBBS, D.Phil.
Prof.
Study Design
- Study Type
- observational
- Observational Model
- COHORT
- Time Perspective
- PROSPECTIVE
- Sponsor Type
- OTHER
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- Professor of Pediatrics, Anesthesiology, Perioperative & Pain Medicine
Study Record Dates
First Submitted
October 24, 2017
First Posted
November 6, 2017
Study Start
October 30, 2017
Primary Completion
April 29, 2021
Study Completion
March 30, 2022
Last Updated
June 8, 2022
Record last verified: 2022-06
Data Sharing
- IPD Sharing
- Will not share
No data will be shared