» Articles » PMID: 28986551

Towards Remote Assessment and Screening of Acute Abdominal Pain Using Only a Smartphone with Native Accelerometers

Overview
Journal Sci Rep
Specialty Science
Date 2017 Oct 8
PMID 28986551
Citations 9
Authors
Affiliations
Soon will be listed here.
Abstract

Smartphone-based telehealth holds the promise of shifting healthcare from the clinic to the home, but the inability for clinicians to conduct remote palpation, or touching, a key component of the physical exam, remains a major limitation. This is exemplified in the assessment of acute abdominal pain, in which a physician's palpation determines if a patient's pain is life-threatening requiring emergency intervention/surgery or due to some less-urgent cause. In a step towards virtual physical examinations, we developed and report for the first time a "touch-capable" mHealth technology that enables a patient's own hands to serve as remote surrogates for the physician's in the screening of acute abdominal pain. Leveraging only a smartphone with its native accelerometers, our system guides a patient through an exact probing motion that precisely matches the palpation motion set by the physician. An integrated feedback algorithm, with 95% sensitivity and specificity, enabled 81% of tested patients to match a physician abdominal palpation curve with <20% error after 6 attempts. Overall, this work addresses a key issue in telehealth that will vastly improve its capabilities and adoption worldwide.

Citing Articles

Clinical decision support system using a machine learning model to assist simultaneous cardiopulmonary auscultation: Open-label randomized controlled trial.

Hirosawa T, Sakamoto T, Harada Y, Tokumasu K, Shimizu T Digit Health. 2024; 10:20552076241233689.

PMID: 38380082 PMC: 10878214. DOI: 10.1177/20552076241233689.


Can tablet video-based telehealth assessment of the abdomen safely determine the need for abdominal imaging? A pilot study.

Hayden E, Borczuk P, Dutta S, Filbin M, Liu S, White B J Am Coll Emerg Physicians Open. 2023; 4(3):e12963.

PMID: 37193059 PMC: 10182362. DOI: 10.1002/emp2.12963.


The utility of phonocardiograms in real-time remote cardiac auscultation using an internet-connected electronic stethoscope: Open-label randomized controlled pilot trial.

Hirosawa T, Ito T, Harada Y, Ikenoya K, Yokose M, Shimizu T Digit Health. 2023; 9:20552076231161945.

PMID: 36896331 PMC: 9989428. DOI: 10.1177/20552076231161945.


WristPrint: Characterizing User Re-identification Risks from Wrist-worn Accelerometry Data.

Saleheen N, Ullah M, Chakraborty S, Ones D, Srivastava M, Kumar S Conf Comput Commun Secur. 2023; 2021:2807-2823.

PMID: 36883116 PMC: 9988376. DOI: 10.1145/3460120.3484799.


The role of digital technology in surgical home hospital programs.

Pathak K, Marwaha J, Tsai T NPJ Digit Med. 2023; 6(1):22.

PMID: 36750629 PMC: 9904247. DOI: 10.1038/s41746-023-00750-w.


References
1.
Schulze H, Giraud G, Crain J, Bachmann T . Multiplexed optical pathogen detection with lab-on-a-chip devices. J Biophotonics. 2009; 2(4):199-211. DOI: 10.1002/jbio.200910009. View

2.
Ismail S, Gibbons D, Gnani S . Reducing inappropriate accident and emergency department attendances: a systematic review of primary care service interventions. Br J Gen Pract. 2013; 63(617):e813-20. PMC: 3839390. DOI: 10.3399/bjgp13X675395. View

3.
Viniol A, Keunecke C, Biroga T, Stadje R, Dornieden K, Bosner S . Studies of the symptom abdominal pain--a systematic review and meta-analysis. Fam Pract. 2014; 31(5):517-29. DOI: 10.1093/fampra/cmu036. View

4.
Topol E . Transforming medicine via digital innovation. Sci Transl Med. 2010; 2(16):16cm4. PMC: 3756088. DOI: 10.1126/scitranslmed.3000484. View

5.
Graffeo C, Counselman F . Appendicitis. Emerg Med Clin North Am. 1996; 14(4):653-71. DOI: 10.1016/s0733-8627(05)70273-x. View