Validation of an Acoustic Gastrointestinal Surveillance Biosensor for Postoperative Ileus
Abstract
Background Postoperative ileus (POI) can worsen outcomes, increase cost, and prolong hospitalization. An objective marker could help identify POI patients who should not be prematurely fed. We developed a disposable, non-invasive acoustic gastro-intestinal surveillance (AGIS) biosensor. We tested whether AGIS can distinguish healthy controls from patients recovering from abdominal surgery.Study design AGIS is a disposable plastic device embedded with a microphone that adheres to the abdominal wall and connects to a computer that measures acoustic event rates. We compared intestinal rates of healthy subjects using AGIS for 60 min after a standardized meal to recordings of two postoperative groups: (1) patients tolerating standardized feeding and (2) POI patients. We compared intestinal rates among groups using ANOVA and t tests.Results There were 8 healthy controls, 7 patients tolerating feeding, and 25 with POI; mean intestinal rates were 0.14, 0.03, and 0.016 events per second, respectively (ANOVA p < 0.001). AGIS separated patients from controls with 100 % sensitivity and 97 % specificity. Among patients, rates were higher in fed versus POI subjects (p = 0.017).Conclusion Non-invasive, abdominal acoustic monitoring distinguishes POI from non-POI subjects. Future research will test whether AGIS can identify patients at risk for development of POI and assist with postoperative feeding decisions.
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The Gastrointestinal Logic AbStats system provides real-time digestive telemetry via noninvasive vibration and sound sensing to assess postsurgery GI tract re-engagement.
“The Gastrointestinal Logic AbStats system (CA, USA) provides real-time digestive telemetry via noninvasive vibration and sound sensing to assess postsurgery GI tract re-engagement [23].”
From Wearables and the Medical Revolution (2018) · cites this paper as [23]
Cites
Lewis, S. J., Egger, M., Sylvester, P. A., & Thomas, S. (2001) · BMJ · doi:10.1136/bmj.323.7316.773 · Cited by 858 · see citing works
Lewis, S. J., Andersen, H. K., & Thomas, S. (2008) · Journal of Gastrointestinal Surgery · doi:10.1007/s11605-008-0592-x · Cited by 453 · see citing works
Andersen, H. K., Lewis, S. J., & Thomas, S. J. (2006) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd004080.pub2 · Cited by 370 · see citing works
A Fast-Track Program Reduces Complications and Length of Hospital Stay After Open Colonic Surgery
Müller, S., Zalunardo, M. P., Hübner, M., Clavien, P., & Demartines, N. (2009) · Gastroenterology · doi:10.1053/j.gastro.2008.10.030 · Cited by 360 · see citing works
Kehlet, H., & Holte, K. (2001) · The American Journal of Surgery · doi:10.1016/s0002-9610(01)00781-4 · Cited by 344 · see citing works
Economic Burden of Postoperative Ileus Associated With Colectomy in the United States
Iyer, S. S., Saunders, W. B., & Stemkowski, S. (2009) · Journal of Managed Care Pharmacy · doi:10.18553/jmcp.2009.15.6.485 · Cited by 337 · see citing works
Postoperative Ileus: It Costs More Than You Expect
Asgeirsson, T., El‐Badawi, K. I., Mahmood, A., Barletta, J. F., Luchtefeld, M. A., & Senagore, A. J. (2009) · Journal of the American College of Surgeons · doi:10.1016/j.jamcollsurg.2009.09.028 · Cited by 303 · see citing works
Oldman, G. (1999) · Medical Entomology and Zoology · Cited by 158 · see citing works
Dobkin, B. H., Xu, X., Batalin, M. A., Thomas, S., & Kaiser, W. (2011) · Stroke · doi:10.1161/strokeaha.110.611095 · Cited by 130 · see citing works
Self-citationPrasad, M., & Matthews, J. B. (1999) · Gastroenterology · doi:10.1053/gast.1999.0029900489 · Cited by 122 · see citing works
Postoperative ileus: strategies for reduction
Saclarides, T. (2008) · Therapeutics and Clinical Risk Management · doi:10.2147/tcrm.s2390 · Cited by 109 · see citing works
Postoperative diet advancement: Surgical dogma vs evidence-based medicine
Warren, J., Bhalla, V., & Cresci, G. (2011) · Nutrition in Clinical Practice · doi:10.1177/0884533611400231 · Cited by 95 · see citing works
Pathogenesis and Clinical and Economic Consequences of Postoperative Ileus
Doorly, M. G., & Senagore, A. J. (2012) · Surgical Clinics of North America · doi:10.1016/j.suc.2012.01.010 · Cited by 91 · see citing works
Gastrointestinal Sounds and Migrating Motor Complex in Fasted Humans
Tomomasa, T., Morikawa, A., Sandler, R. H., Mansy, H. A., Koneko, H., Tabata, M., Hyman, P. E., & Itoh, Z. (1999) · The American Journal of Gastroenterology · doi:10.1111/j.1572-0241.1999.00862.x · Cited by 84 · see citing works
Reducing the Burden of Postoperative ileus: Evaluating and Implementing an Evidence-based Strategy
Barletta, J. F., & Senagore, A. (2014) · World Journal of Surgery · doi:10.1007/s00268-014-2506-2 · Cited by 65 · see citing works
Wolff, B. G., Viscusi, E. R., Delaney, C. P., Du, W., & Techner, L. M. (2007) · Journal of the American College of Surgeons · doi:10.1016/j.jamcollsurg.2007.02.026 · Cited by 57 · see citing works
How Useful Are Bowel Sounds in Assessing the Abdomen?
Gu, Y., Lim, H. J., & Moser, M. (2010) · Digestive Surgery · doi:10.1159/000319372 · Cited by 41 · see citing works
Shibata, Y., Toyoda, S., Nimura, Y., & Miyati, M. (1997) · World Journal of Surgery · doi:10.1007/s002689900310 · Cited by 34 · see citing works
Episodic sampling: Towards energy-efficient patient monitoring with wearable sensors
Au, L. K., Batalin, M. A., Stathopoulos, T., Bui, A. A. T., & Kaiser, W. J. (2009) · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/iembs.2009.5333615 · Cited by 24 · see citing works
Self-citationMassey, R. L. (2012) · PubMed · Cited by 15 · see citing works
Xu, J. Y., Chang, H.-I., Chien, C., Kaiser, W. J., & Pottie, G. J. (2013) · IEEE Journal of Biomedical and Health Informatics · doi:10.1109/jbhi.2013.2282812 · Cited by 13 · see citing works
Self-citation
Flagged first, then by citations
1 of the 22 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Wearables and the Medical Revolution
Dunn, J., Runge, R., & Snyder, M. (2018) · Personalized Medicine · doi:10.2217/pme-2018-0044 · Cited by 654 · see citing works
Wearables for Engagement Detection in Learning Environments: A Review
Bustos-López, M., Cruz-Ramírez, N., Guerra‐Hernández, A., Sánchez-Morales, L. N., Cruz-Ramos, N. A., & Alor‐Hernández, G. (2022) · Biosensors · doi:10.3390/bios12070509 · Cited by 72 · see citing works
Post‐operative ileus: definitions, mechanisms and controversies
Wells, C. I., Milne, T. G. E., Seo, S. H. B., Chapman, S. J., Vather, R., Bissett, I. P., & O’Grady, G. (2021) · ANZ Journal of Surgery · doi:10.1111/ans.17297 · Cited by 51 · see citing works
Automated Bowel Sound Analysis: An Overview
Nowak, J. K., Nowak, R. M., Radzikowski, K., Grulkowski, I., & Walkowiak, J. (2021) · Sensors · doi:10.3390/s21165294 · Cited by 49 · see citing works
Inderjeeth, A., Webberley, K. M., Muir, J., & Marshall, B. J. (2018) · Systematic Reviews · doi:10.1186/s13643-018-0789-3 · Cited by 43 · see citing works
Noninvasive Diagnosis of Irritable Bowel Syndrome via Bowel Sound Features: Proof of Concept
Du, X., Allwood, G., Webberley, K. M., Inderjeeth, A., Osseiran, A., & Marshall, B. J. (2019) · Clinical and Translational Gastroenterology · doi:10.14309/ctg.0000000000000017 · Cited by 42 · see citing works
Du, X., Allwood, G., Webberley, K. M., Osseiran, A., & Marshall, B. J. (2018) · Sensors · doi:10.3390/s18124240 · Cited by 41 · see citing works
Kaneshiro, M., Kaiser, W., Pourmorady, J., Fleshner, P., Russell, M., Zaghiyan, K., Lin, A., Martinez, B., Patel, A., Nguyen, A., et al. (2016) · Journal of Gastrointestinal Surgery · doi:10.1007/s11605-015-2956-3 · Cited by 40 · see citing works
Self-citationBowel sound recognition using SVM classification in a wearable health monitoring system
Yin, Y., Jiang, H., Feng, S., Liu, J., Chen, P., Zhu, B., & Wang, Z. (2018) · Science China Information Sciences · doi:10.1007/s11432-018-9395-5 · Cited by 39 · see citing works
Development of a bowel sound detector adapted to demonstrate the effect of food intake
Wang, N., Testa, A. C., & Marshall, B. J. (2022) · BioMedical Engineering OnLine · doi:10.1186/s12938-021-00969-2 · Cited by 36 · see citing works
Body Acoustics for the Non-Invasive Diagnosis of Medical Conditions
Cook, J., Umar, M., Khalili, F., & Taebi, A. (2022) · Bioengineering · doi:10.3390/bioengineering9040149 · Cited by 32 · see citing works
Transformation in Healthcare by Wearable Devices for Diagnostics and Guidance of Treatment
Mahajan, A., Pottie, G. J., & Kaiser, W. (2020) · ACM Transactions on Computing for Healthcare · doi:10.1145/3361561 · Cited by 30 · see citing works
Self-citationSpiegel, B. M. R. (2016) · The American Journal of Gastroenterology · doi:10.1038/ajg.2016.68 · Cited by 26 · see citing works
Self-citationOrtigoza, E. B. (2022) · Early Human Development · doi:10.1016/j.earlhumdev.2022.105601 · Cited by 25 · see citing works
Emerging wearable technology applications in gastroenterology: A review of the literature
Chong, K. P. L., & Woo, B. K. P. (2021) · World Journal of Gastroenterology · doi:10.3748/wjg.v27.i12.1149 · Cited by 27 · see citing works
Wang, G., Yang, Y., Chen, S., Fu, J., Wu, D., Yang, A., Ma, Y., & Feng, X. (2022) · IEEE Journal of Biomedical and Health Informatics · doi:10.1109/jbhi.2022.3151927 · Cited by 25 · see citing works
Redij, R., Kaur, A., Muddaloor, P., Sethi, A. K., Aedma, K., Rajagopal, A., Gopalakrishnan, K., Yadav, A., Damani, D. N., Chedid, V. G., et al. (2023) · Sensors · doi:10.3390/s23042302 · Cited by 24 · see citing works
Bowel sound based digestion state recognition using artificial neural network
Yin, Y., Yang, W., Jiang, H., & Wang, Z. (2015) · IEEE Biomedical Circuits and Systems Conference (BioCAS) · doi:10.1109/biocas.2015.7348364 · Cited by 22 · see citing works
VanderBroek, A. R., Reef, V. B., Aitken, M. R., Stefanovski, D., & Southwood, L. L. (2018) · Equine Veterinary Journal · doi:10.1111/evj.12990 · Cited by 22 · see citing works
Deane, A. M., Abdelhamid, Y. A., Plummer, M. P., Fetterplace, K., Moore, C., & Blaser, A. R. (2020) · Nutrition in Clinical Practice · doi:10.1002/ncp.10610 · Cited by 16 · see citing works
Ding, X., Wu, Z., Gao, M., Chen, M., Li, J., Wu, T., & Lou, L. (2022) · Micromachines · doi:10.3390/mi13122221 · Cited by 16 · see citing works
Automated inflammatory bowel disease detection using wearable bowel sound event spotting
Baronetto, A., Fischer, S., Neurath, M. F., & Amft, O. (2025) · Frontiers in Digital Health · doi:10.3389/fdgth.2025.1514757 · Cited by 13 · see citing works
Human Activity Recognition: A Dynamic Inductive Bias Selection Perspective
Hamidi, M., & Osmani, A. (2021) · Sensors · doi:10.3390/s21217278 · Cited by 13 · see citing works
Intestinal motility assessment based on Legendre fitting of logarithmic bowel sound spectrum
Yin, Y., Jiang, H., Yang, W., & Wang, Z. (2016) · Electronics Letters · doi:10.1049/el.2016.1880 · Cited by 12 · see citing works
The Effect of Digital Health Technology on Patient Care and Research.
Almario, C. V. (2017) · PubMed Central · Cited by 11 · see citing works
Mansour, Z., Uslar, V., Weyhe, D., Hollosi, D., & Strodthoff, N. (2024) · Sensors · doi:10.3390/s24061843 · Cited by 8 · see citing works
Stress Inference from Abdominal Sounds using Machine Learning
Bondareva, E., Constantinides, M., Eggleston, M. S., Jabłoński, I., Cecilia Mascolo, C., Radivojević, Z., & Šćepanović, S. (2022) · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/embc48229.2022.9871165 · Cited by 8 · see citing works
BSMonitor: Noise-Resistant Bowel Sound Monitoring via Earphones
Zhao, Z., Li, F., Xie, Y., Wu, Y., & Wang, Y. (2023) · IEEE Transactions on Mobile Computing · doi:10.1109/tmc.2023.3270926 · Cited by 8 · see citing works
Bilionis, I., Apostolidis, G., Charisis, V., Liatsos, C., & Hadjileontiadis, L. (2021) · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/embc46164.2021.9630783 · Cited by 8 · see citing works
Advances in Digital Health for Gastrointestinal Nutrition
Kim, S. W., Zhang, Y., Mauldin, K., & Limketkai, B. N. (2024) · Current Treatment Options in Gastroenterology · doi:10.1007/s11938-024-00458-0 · Cited by 8 · see citing works
Mansour, Z., Uslar, V., Weyhe, D., Hollosi, D., & Strodthoff, N. (2026) · PLoS ONE · doi:10.1371/journal.pone.0338911 · Cited by 5 · see citing works
Liu, C., Wu, L., Xu, R., Jiang, Z., Xiao, X., Song, N., Jin, Q., & Dai, Z. (2024) · British Journal of Hospital Medicine · doi:10.12968/hmed.2024.0120 · Cited by 4 · see citing works
Goh, N., Lim, F., Kwan, J. M. C., WIDARSA, J., Agrawal, K., Ko, H., Tsoi, K. K., Park, S.-M., Lee, C. H. T., Siu-kin, N., et al. (2025) · Sensors and Actuators A Physical · doi:10.1016/j.sna.2025.116910 · Cited by 5 · see citing works
Gopalakrishnan, K., Asadimanesh, N., Sood, D., Mohan, A., Rapolu, S., Lee, J., Patel, B., Dilmaghani, S., & Arunachalam, S. P. (2025) · IEEE International Conference on Electro Information Technology · doi:10.1109/eit64391.2025.11103636 · Cited by 3 · see citing works
Zhu, Y., Huang, L.-M., Jiang, J., Hu, B., Tang, C., & Li, J. (2021) · Frontiers in Medicine · doi:10.3389/fmed.2021.655298 · Cited by 3 · see citing works
Kusnik, A. T., Itzel, T., Dooley, S., Dropmann, A., Stallkamp, J. L., Ganslandt, T., Ebert, M. P. A., & Teufel, A. (2020) · Journal of Gastrointestinal and Liver Diseases · doi:10.15403/jgld-3099 · Cited by 3 · see citing works
Cohen, E. R., Lopez, M., Spiegel, B. M. R., & Almario, C. V. (2020) · Gastroenterology report · doi:10.1093/gastro/goaa097 · Cited by 2 · see citing works
Self-citationSun, Y., Song, Y.-Y., Sha, S., Sun, Q., Huang, D.-C., Gao, L., Li, H., & Shi, Q.-D. (2024) · World Journal of Gastrointestinal Surgery · doi:10.4240/wjgs.v16.i12.3818 · Cited by 1 · see citing works
Clinical Applications and Mathematical Models of Bowel Sounds
Geng, W., Cao, X., Liao, W., & Yang, Y. (2026) · Biomedicines · doi:10.3390/biomedicines14030581 · Cited by 2 · see citing works
Optimized Performance Validation of Biosensors with High Fault Tolerance
Meti, S. A., & Sangam, V. G. (2017) · IEEE International Advance Computing Conference · doi:10.1109/iacc.2017.0076 · Cited by 1 · see citing works
Wireless Advances in the Monitoring of the Human Gastrointestinal Tract
Wasko, M. H. L. (2015) · eScholarship (California Digital Library)
Description of Structural Biases and Associated Data in Sensor-Rich EnvironmentsPreprint
Hamidi, M., & Osmani, A. (2021) · arXiv (Cornell University) · doi:10.48550/arxiv.2104.04885
Quantization Algorithm in Neural Network Training
Liu, X., & Zheng, H. (2022) · International Conference on Computer Research and Development · doi:10.1109/iccrd54409.2022.9730517
Automated bowel sounds analysis in clinical practice: A review of technologies
Lui, C. L. J., Asrani, V. M., Phillips, A. R. J., Khwaounjoo, P., & Windsor, J. A. (2026) · Biosensors and Bioelectronics X · doi:10.1016/j.biosx.2026.100763
Shi, S., Wang, C., Zhao, C.-S., Chen, Z., Yan, L., Liang, Y., Yue, X., Duan, X.-L., & Wang, Z.-Z. (2026) · World Journal of Gastrointestinal Oncology · doi:10.4251/wjgo.120582
Twiddy, J. S., Wilkins, M. D., Ismail, I., Shwetar, Y. J., Maddocks, G. M., Peterson, K., Lobaton, E. J., & Daniele, M. A.-A. (2026) · Biomedical Materials & Devices · doi:10.1007/s44174-026-00737-7
Micromechanical and microelectromechanical sensors
Ismail, A. G., Ismail, N. F., Anwar, H., Alim, A. A., Maidin, N. N. M., & Basit, A. (2026) · Elsevier eBooks · doi:10.1016/b978-0-443-24015-7.00012-7
Wearable Technologies in Gastrointestinal Disorders: Current Evidence and Future Directions
Bachour, S. P., & Hirten, R. P. (2026) · Current Gastroenterology Reports · doi:10.1007/s11894-026-01065-y
Huo, Z., PakBin, A., Chen, X., Hurley, N., Yuan, Y., Qian, X., Wang, Z., Huang, S., & Mortazavi, B. (2020) · arXiv · doi:10.48550/arxiv.2003.01753 · Cited by 10 · see citing works
- Authors
- Spiegel, B. M. R., Kaneshiro, M., Russell, M. M., Lin, A., Patel, A., Tashjian, V. C., Zegarski, V., Singh, D., Cohen, S. E., Reid, M. W., Whitman, C. B., Talley, J., Martinez, B. M., & Kaiser, W.
- Affiliations
- VA Greater Los Angeles Healthcare System (US)
- University of California, Los Angeles (US)
- Cedars-Sinai Medical Center (US)
- Corresponding author
- Spiegel, Brennan M.R.
- Kaiser, William
- ORCID
- Venue
- Journal of Gastrointestinal Surgery
- Publisher
- Elsevier BV
- Published
- 2014-10
- Volume
- 18
- Issue
- 10
- Pages
- 1795-1803
- ISSN
- 1091-255X (ISSN-L)
- OpenAlex
- W2029065884
- Cited by
- 50
- References
- 22
- Citations by year
- 2026: 7 · 2025: 3 · 2024: 4 · 2023: 2 · 2022: 8 · 2021: 7 · 2020: 5 · 2019: 1 · 2018: 5 · 2017: 2 · 2016: 2 · 2015: 4
- FWCI
- 2.64
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Gastrointestinal Surgery (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Surgery › Enhanced Recovery After Surgery
- Health Sciences › Medicine › Gastroenterology › Gastrointestinal motility and disorders
- Health Sciences › Medicine › Surgery › Intestinal and Peritoneal Adhesions
- Keywords
- postoperative ileus, biosensors, intestinal motility, non-invasive monitoring, abdominal surgery, postoperative feeding, early enteral nutrition, diagnostic accuracy
- MeSH terms
- Acoustics, Adult, Aged, Cross-Sectional Studies, Equipment Design, Female, Gastrointestinal Motility, Humans, Male, Middle Aged, Monitoring, Physiologic, Postoperative Period, Reproducibility of Results, Biosensing Techniques, Ileus
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