Publications
Selected publications
View Peter Jacobs on Google Scholar or visit his ResearchGate profile, where you can download many of the publications listed below.
2024
Jacobs PG, Herrero P, Vehi J, Kovatchev B, Breton M, Cinar A, Nikita K, Doyle Jr. III F, Bondia J, Battelino T, Castle JR, Zarkogianni K, Narayan R, Mosquera-Lopez CM, Artificial intelligence and machine learning for improving glycemic control in diabetes: best practices, pitfalls and opportunities, IEEE Reviews in Biomedical Engineering, 2024, 10.1109/RBME.2023.3331297
Young G, Dodier R, El Youssef JE, Castle JR, Wilson L, Riddell MC, Jacobs PG. Design and in silico evaluation of an exercise decision support system using digital twin models, Journal of Diabetes Science and Technology, 18(2): 324-334, 2024 10.1177/19322968231223217
Turner LV, Marak C, Gal RL, Calhoun P, Li Z, Jacobs PG, Clements MA, Martin CK, Doyle FJ, Patton SR, Castle JR, Gillingham MB, Beck RW, Rickels MR, Riddell MC, Associations Between Daily Step Count Classifications and Continuous Glucose Monitoring (CGM) Metrics in Adults with Type 1 Diabetes: Analysis of the Type 1 Diabetes Exercise Initiative (T1DEXI) Cohort, Diabetologia, 67(6):1009-1022, 2024, 10.1007/s00125-024-06127-2
Li Z, Calhoun P, Rickels MR, Gal RL, Beck RW, Jacobs PG, Clements MA. Factors affecting reproducibility of change in glucose during exercise: results from the type 1 diabetes and exercise initiative, Journal of Diabetes Science and Technology, Marh 2024 https://doi.org/10.1177/19322968241234687
Kamimoto JLJ, Li Z, al RL, Castle JR, Doyle FJ, Jacobs PG, Martin CK, Beck RW, Calhoun P, Riddell MC, Rickels MR. Impact of impaired awareness of hypoglycemia on glucose decline during and after exercise in T1D: The T1DEXI Study, Journal of clinical endocrinology & metabolism, 2024, https://doi.org/10.1210/clinem/dgae115.
Gillingham, MB, Marak, MC, Riddelll MC, Calhoun P, Gal RL, Patton SR, Jacobs PG, Castle JR, Clements MA, Doyle FJ, Rickels MR, Martin CK. The Association between diet quality and glycemic outcomes among people with type 1 diabetes. Current Developments in Nutrition, 8 (4), https://doi.org/10.1016/j.cdnut.2024.102146
Jacobs PG, Mosquera-Lopez, Artificial intelligence in automated hormone delivery, In Diabetes Digital Health, Telehealth, and Artificial Intelligence, book chapter 23, in David Klonoff, Juan Carlos Espinoza and David Kerr, June 2024, Elsevier
2023
Riddell MC, Li Z, Gal RL, Calhoun P, Jacobs PG, Clements MA, Martin CK, Doylee FJ, Patton SR, Castle JR, Gillingham MB, Beck RW, Rickels MR. Examining the acute glycemic effects of different types of structured exercise sessions in type 1 diabetes in a real-world setting: the type 1 diabetes and exercise initiative, Diabetes Care 46(4), 704-713, 2023. https://doi.org/10.2337/dc22-1721.
Mosquera-Lopez C, Wilson LM, El Youssef JE, Hilts W, Leitschuh J, Branigan D, Gabo V, Eom JH, Castle JR, Jacobs PG. Enabling fully automated insulin delivery through meal detection and size estimation using artificial intelligence. Nature NPJ Digital Medicine, 6(1), 1-7, 2023, https://doi.org/10.1038/s41746-023-00783-1
Mosquera-Lopez C, Ramsey KL, Roquemen-Echeverri VR, Jacobs PG. Modeling risk of hypoglycemia during and following physical activity in people with type 1 diabetes using explainable mixed-effects machine learning, Computers in Biology and Medicine, 155, 1-11, 2023, https://doi.org/10.1016/j.compbiomed.2023.106670
Dreisbach L, Konrad-Martin D, Gagner C, Reavis KM, Jacobs PG. Descriptive characterization of high-frequency distortion-product optoacoustic emission source components in children. Journal of Speech, Language and Hearing Research, 2023. https://doi.org/10.1044/2023_JSLHR-23-00013
Bergford S, Riddell MC, Jacobs PG, Li Z, Gal RL, Clements MA, Doyle FJ, Martin CK, Patton SR, Castle JR, Gillingham MB, Beck RW, Rickels MR, Calhoun P. The Type 1 Diabetes and Exercise Initiative (T1Dexi): Predicting hypoglycemia risk during exercise for participants with type 1 diabetes using repeated measures random forest, Diabetes Technology and Therapeutics, 2023 https://doi.org/10.1089/dia.2023.0140
Jacobs PG, Resalt N, Hilts W, Young GM, Leitschuh J, Pinsonault J, Youssef JE, Branigan D, Gabo B, Eom JH, Ramsey K, Doder R, Mosquera-Lopez C, Wilson LM, Castle JR. Integrating metabolic expenditure information from wearable fitness sensors into an AI-augmented automated insulin delivery system: a randomized clinical trial, Lancet Digital Health, 2023. https://doi.org/10.1016/S2589-7500(23)00112-7
Young G, Jacobs PG, Tyler N, Nguyen TT, Castle JR, Wilson L, Branigan D, Gabo V, Guillot F, Riddell M, El Youssef J. Quantifying insulin-mediated and non-insulin-mediated changes in glucose dynamics during resistance exercise in type 1 diabetes, American Journal of Physiology, Endocrinology, 2023. https://doi.org/10.1152/ajpendo.00298.2022
Erickson EN, Gotlieb N, Pereira L, Myatt L, Mosquera-Lopez C, Jacobs PG. Predicting labor onset relative to the estimated date of delivery using smart ring physiological data, Nature NPJ Digital Medicine, 2023. https://www.nature.com/articles/s41746-023-00902-y
Kushner T, Mosquera-Lopez C, Hildebrand A, Cameron M, Jacobs PG. Risky movement: assessing fall risk in people with multiple sclerosis with wearable sensors and beacon-based smart-home monitoring, Multiple Sclerosis and Related Disorders, 2023. https://doi.org/10.1016/j.msard.2023.105019
Mosquera-Lopez C, Roquemen-Echeverri V, Tyler NS, Patton SR, Clements MA, Martin CK, Riddell MC, Gal RL, Gillingham M, Wilson LM, Castle JR, Jacobs PG, Combining uncertainty-aware predictive modeling and a bedtime smart snack intervention to prevent nocturnal hypoglycemia in people with type 1 diabetes on multiple daily injections, Journal of the American Medical Informatics Association, 2023.
2022
Wilson LM, Jacobs PG, Riddell MC, Zaharieva DP, Castle JF. Opportunities and challenges in closed-loop systems in type 1 diabetes”, The Lancet Diabetes and Endocrinology, 10(1), 6-8, 2022. http://10.1016/S2213-8587(21)00289-8 .
Tyler NS, Mosquera-Lopez C, Young GM, El Youssef JE, Castle JR, Jacobs PG, “Quantifying the impact of physical activity on future glucose trends using machine learning”, iScience, Cell press, 25(3), 1-19, 2022, https://doi.org/10.1016/j.isci.2022.103888,
Castle JR, Wilson LM, Tyler NS, Espinoza AZ, Mosquera-Lopez CM, Kushner T, Young GM, Pinsonault J, Dodier R, Hilts WW, Oganessian SM, Branigan D, Gabo VB, Eom J, Ramsey K, El Youssef JE, Cafazzo JA, Winters-Stone K, Jacobs PG, Assessment of a decision support system for adults with type 1 diabetes on multiple daily insulin injections, Diabetes Technology and Therapeutics, 2022. https://doi.org/10.1089/dia.2022.0252
Jacobs PG. Improving HbA1c levels with advanced hybrid closed loop therapy”, The Lancet Diabetes and Endocrinology, 10(1), 6-8, 2022. https://doi.org/10.1016/S2213-8587(22)00245-5 .
2021
Cameron MH, Hildebrand A, Hugos CL, Judd GI, McMillan G, Jacobs PG. “Free From Falls education and exercise program for reducing falls in people with multiple sclerosis: A randomized controlled trial”, Multiple Sclerosis Journal, 1-9, 2021, https://doi.org/10.1177/13524585211046898
Hildebrand A, Jacobs PG, Folsom JG, Mosquera-Lopez C, Wan E, Cameron MH. “Comparing fall detection methods in people with multiple sclerosis: A prospective observational cohort study”, Multiple Sclerosis and Related Disorders 56, 1-8, 2021. https://doi.org/10.1016/j.msard.2021.103270
Mosquera-Lopez C, Jacobs PG. “Incorporating Glucose Variability into Glucose Forecasting Accuracy Assessment Using the New Glucose Variability Impact Index and the Prediction Consistency Index: An LSTM Case Example”, Journal of Diabetes Science & Technology, Symposium Special Issue, 1-12, 2021. https://doi.org/10.1177/19322968211042621
Roquemen-Echeverri V, Jacobs PG, Heitner S, Schulman P, Wilson B, Mahecha J, Mosquera-Lopez C. An AI-powered tool for automatic heart sound quality assessment and segmentation. IEEE BIBM 2021 Workshop on Artificial Intelligence Techniques for BioMedicine and Healthcare. 2021, 3065-3074. https://doi.org/10.1109/BIBM52615.2021.9669514
Nguyen TP, Jacobs PG, Castle JR, Wilson LM, Branigan D, Gabo V, Senf B, Guillot FH, El Youssef J, “Separating Insulin-Mediated and Non-Insulin-Mediated Glucose Uptake during Aerobic Exercise in People with Type 1 Diabetes”, American Journal of Physiology – Endocrinology and Metabolism, 320(3), e425-e437, 2021. Doi: https//10.1152/ajpendo.00534.2021
Mosquera-Lopez C, Wan E, Shastry M, Folsom J, Leitschuh J, Condon J, Rajhbeharrysingh U, Hildebrand A, Cameron MH, Jacobs PG. Automated Detection of Real-World Falls: Modeled from People with Multiple Sclerosis, IEEE J of Biom Health Informatics, 1-10, 2021, https://10.1109/JBHI.2020.3041035.
2020
M Riddell, Z Li, RW Beck, R Gal, PG Jacobs, JR Castle, M Gillingham, Clements M, Patton SR, Dassau E, Doyle FJ, Martin CK, Calhoun P, Rickels MR. More time in glucose range during exercise days than sedentary days in adults living with type 1 diabetes, Diabetes Technology & Therapeutics, 23(5), 376-383 2020
Gillingham MB, Li Z, Beck RW, Calhoun P, Castle J, Clements M, Dassau E, Doyle III FJ, Gal RL, Jacobs PG, Patton SR, Rickels MR, Riddell M, Martin CK. Assessing Mealtime Macronutrient Content: Patient Perceptions versus Expert Analyses via a Novel Phone App, Diabetes Technology and Therapeutics, 2020.
Wilson LM, Jacobs PG, Ramsey KL, Resalat N, Reddy R, Branigan D, Leitschuh J, Gabo V, Guillot F, Senf B, El Youssef JE, Steineck IIK, Tyler NS, Castle JR. Dual-Hormone Closed-Loop System Using a Liquid Stable Glucagon Formulation Versus Insulin-Only Closed-Loop System Compared With a Predictive Low Glucose Suspend System: An Open-Label, Outpatient, Single-Center, Crossover, Randomized Controlled Trial, Diabetes Care 2020, https://doi.org/10.2337/dc19-2267.
Haidar A, Legault L, Raffray M, Gouchie-Provencher N, Jacobs PG, El Fathi A, Rutkowski J, Messier V, Rabassa-Lhoret R. Comparison between closed-loop insulin delivery system (the artificial pancreas) and sensor-augmented pump therapy: a randomised controlled crossover trial, Diabetes Technology and Therapeutics, 2020. https://doi.org/10.1089/dia.2020.0365.
Moser M, Riddell MC, Eckstein ML, Adolfsson P, Rabasa-Lhoret R, van den Boom L, Gillard P, Norgaard K, Oliver NS, Zaharieva DP, Battelino T, de Beaufort C, Bergenstal RM, Buckingham B, Cengiz E, Deep A, Heise T, Heller S, Kowalski AJ, Leelarathna L, Mathiew C, Stettler C, Tauschmann M, Thabit H, Wilmot EG, Sourij H, Smart CE, Jacobs PG, Bracken M, Mader JK. Glucose management for exercise using continuous glucose monitoring (CGM) and intermittently scanned CGM (isCGM) systems in type 1 diabetes: position statement of the European Association for the Study of Diabetes (EASD) and of the International Society for Pediatric and Adolescent Diabetes (ISPAD) endorsed by JDRF and supported by the American Diabetes Association (ADA), Pediatric Diabetes, 2020. https://doi.org/10.1111/pedi.13105.
Moser M, Riddell MC, Eckstein ML, Adolfsson P, Rabasa-Lhoret R, van den Boom L, Gillard P, Norgaard K, Oliver NS, Zaharieva DP, Battelino T, de Beaufort C, Bergenstal RM, Buckingham B, Cengiz E, Deep A, Heise T, Heller S, Kowalski AJ, Leelarathna L, Mathiew C, Stettler C, Tauschmann M, Thabit H, Wilmot EG, Sourij H, Smart CE, Jacobs PG, Bracken M, Mader JK. Glucose management for exercise using continuous glucose monitoring (CGM) and intermittently scanned CGM (isCGM) systems in type 1 diabetes: position statement of the European Association for the Study of Diabetes (EASD) and of the International Society for Pediatric and Adolescent Diabetes (ISPAD) endorsed by JDRF and supported by the American Diabetes Association (ADA), Diabetologia, 2020. https://doi.org/10.1007/s00125-020-05263-9
Guillot FH, Jacobs PG, Wilson LM, El Youssef JE, Gabo VB, Branigan DL, Tyler NS, Ramsey K, Riddell MC, Castle JR. Accuracy of the Dexcom G6 Glucose Sensor during Aerobic, Resistance, and Interval Exercise in Adults with Type 1 Diabetes, Biosensors 10(10), 138, 1-12. https://doi.org/10.3390/bios10100138.
Tyler N, Mosquera-Lopez CM, Wilson LM, Dodier RH, Branigan DL, Gabo VB, Guillot FH, Hilts WW, El Youssef JE, Castle JR, Jacobs PG. An artificial intelligence decision support system for the management of type 1 diabetes. Nature Metabolism, 2020.
Jacobs PG, Tyler N, Vanderwerf, SM, Mosquera-Lopez C, Seidl T, Cargill R, Branigan D, Ramsey K, Morris K, Benware S, Ward WK, Castle J. Measuring glucose at the site of insulin delivery with a redox-mediated sensor, Biosensors and Bioelectronics, 2020.
Mosquera-Lopez C, Dodier R, Tyler N, Wilson L, El Youssef J, Castle JR, Jacobs PG. Predicting and preventing nocturnal hypoglycemia in type 1 diabetes using big data analytics and decision theoretic analysis, Diabetes Technology and Therapeutics, 2020. https://doi.org/10.1089/dia.2019.0458.
Khan T, Jacobs PG. Prediction of mild cognitive impairment using movement complexity. IEEE Journal of Biomedical Health Informatics, 2020.
Palisaitis E, El Fathi A, Von Oettingen JE, Krishnamoorthy P, Kearney R, Jacobs PG, Rutkowski J, Legault L, Haidar A. The Efficacy of Basal Rate and Carbohydrate Ratio Learning Algorithm for Closed-Loop Insulin Delivery (Artificial Pancreas) in Youth with Type 1 Diabetes in a Diabetes Camp., Diabetes Technology & Therapeutics 22 (3), 185-194.
Jacobs PG, Reddy R, “Exercise, sleep, and type 1 diabetes”, In “Neurological Modulation of Sleep”, by Ronald Watson, March 2020, Elsevier.
Tyler N, Jacobs PG. Artificial intelligence in decision support systems for type 1 diabetes. Sensors, 20(11), 1-26, 10.3390/s20113214.
2019
Resalat N, Hilts W, El Youssef J, Tyler N, Castle JR, Jacobs PG. Adaptive control of an artificial pancreas using model identification, adaptive postprandial insulin delivery and heart rate and accelerometry as control inputs, Journal of Diabetes Science and Technology, 2019. doi.org/10.1177/1932296819870231
Reddy R, Resalat N, Wilson LM, Castle JR, El Youssef J, Jacobs PG, Prediction of hypoglycemia during aerobic exercise in adults with type 1 diabetes, Journal of Diabetes Science and Technology, 2019. doi.org/10.1177/1932296818823792.
Resalat N, El Youssef J, Reddy R, Castle J, Jacobs PG, Adaptive tuning of basal and bolus insulin to reduce postprandial hypoglycemia in a hybrid artificial pancreas, Journal of Process Control, 2019 Aug 247-254, doi.org/10.1016/j.jprocont.2019.05.018
Resalat N, El Youssef J, Tyler N, Castle J, Jacobs PG, A statistical virtual patient population for the glucoregulatory system in type 1 diabetes with integrated exercise model, PLoS One, 2019 Jul; 14(7), 1-17. doi.org/10.1371/journal.pone.0217301.
Wilson LM, Tyler N, Jacobs PG, Gabo V, Senf B, Reddy R, Castle JR, Patient input for design of a decision support smartphone application for type 1 diabetes. Journal of Diabetes Science and Technology, 2019.
Mosquera-Lopez C, Leitschuh J, Condon J, Hagen CC, Rajhbeharrysingh U, Hanks C, Jacobs PG, Design and evaluation of a non-contact bed-mounted sensing device for automated in-home detection of obstructive sleep apnea: a pilot study, Biosensors, 2019 9(3) 1-14. doi.org/10.3390/bios9030090.
Wilson LM, Jacobs PG, Castle JR. Role of glucagon in automated insulin delivery. Endocrinol. Metab. Clin. North Am, 49(1), 179-202, March 2020.
2018
Reddy R, Wittenberg A, Castle JR, El Youssef J, Winter-Stone K, Gillingham M, Jacobs PG, Effect of aerobic exercise on glycemic control in adults with type 1 diabetes. Canadian Journal of Diabetes, 2018. DOI: doi.org/10.1016/j.jcjd.2018.08.193
Jacobs PG, Hanaway P, Leitschuh J, Condon J, Rajhbeharrysingh U, Guidarelli C, Winters-Stone K, Design and evaluation of a portable smart-phone based peripheral neuropathy test platform. 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018.
Mosquera-Lopez C, Leitschuh J, Condon J, Hagen CC, Hanks C, Jacobs PG. In-home sleep apnea severity classification using contact-free load cells and an AdaBoosted decision tree algorithm. 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018.
Castle, JR, El Youssef J, Wilson L, Reddy R, Resalat N, Branigan D, Ramsey K, Leitschuh J, Rajhbeharrysingh U, Senf B, Sugerman S, Gabo V, Jacobs PG, Randomized outpatient trial of single and dual-hormone closed-loop systems that adapt to exercise using wearable sensors. Diabetes Care, 2018
Reddy R, Pooni R, Zaharieva D, Sens B, El Youssef J, Dassau E, Doyle FJ, Clements MA, Rickels MR, Patton SR, Castle JE, Riddell MC, Jacobs PG, Accuracy of wrist-worn activity monitors during common daily physical activities and types of structured exercise. Journal of Medical Internet Research, 2018.
2017
Brungart D, Schurman J, Konrad-Martin D, Watts K, Buckey J, Clavier O, Jacobs PG, Gordon S, Dille MF. Using tablet-based technology to deliver time-efficient ototoxicity monitoring", Int J of Audiology, 2017 Sep 12:1-9. DOI: dx.doi.org/10.1080/14992027.2017.1370138
Winters-Stone KM, Horak F, Jacobs PG, Trubowitz P, Dieckmann NF, Stoyles S, Faithfull S, "Falls, functioning and disability among women with persistent symptoms of chemotherapy-induced peripheral neuropathy", Journal of Clinical Oncology, 2017.
Reddy R, El Youssef J, Winters-Stone K, Branigan D, Leitschuh J, Castle J, Jacobs P, "The impact of exercise on sleep in adults with type 1 diabetes", Diabetes Obesity and Metabolism, 2017.
Resalat R, El Youssef J, Reddy R, Jacobs PG, "Evaluation of model complexity in model predictive control within an exercise-enabled artificial pancreas" IFAC, 2017.
2016
Jacobs PG, El Youssef J, Reddy R, Resalat N, Branigan D, Condon J, Preiser N, Ramsey K, Jones M, Edwards C, Kuehl K, Leitschuh J, Rajhbeharrysingh U, Castle J. Randomized trial of a dual-hormone artificial pancreas with dosing adjustment during exercise compared with no adjustment and sensor-augmented pump therapy. Diabetes Obes Metab. 2016 Jun 23. doi: 10.1111/dom.12707. [Epub ahead of print] PubMed PMID: 27333970.
Castle JR, Jacobs PG. Nonadjunctive Use of Continuous Glucose Monitoring for Diabetes Treatment Decisions. J Diabetes Sci Technol. 2016 Feb 15. pii: 1932296816631569. [Epub ahead of print] Review. PubMed PMID: 26880390.
Austin J, Dodge, HH, Riley R, Jacobs PG, Thielke S, Kaye J, A smart-home system to unobtrusively and continuously assess loneliness in older adults, IEEE Journal of Translational Engineering in Health and Medicine. 2016 June 21, doi: 10.1109/JTEHM.2016.2579638, vol.
Petersen J, Kaye J, Jacobs PG, Quinones A, Dodge H, Arnold A, Thielke S. Longitudinal Relationship Between Loneliness and Social Isolation in Older Adults: Results From the Cardiovascular Health Study. J Aging Health. 2016 Aug;28(5):775-95. doi: 10.1177/0898264315611664. Epub 2015 Oct 21. PubMed PMID: 26491043;PubMed Central PMCID: PMC4840102.
Shastry, S.C., Asgari, M., Wan, E.A., Leitschuh, J., Preiser, N., Folsom, J., Condon, J., Cameron, M., Jacobs, P.G. 38th "Conext-aware fall detection using inertial sensors and time-of-flight transceivers", Annual International Conference of the IEEE Engineering in Medicine and Biology Society in Orlando, 2016.
Resalat, N., El Youssef, J.E., Reddy, R., Jacobs, PG. "Design of a dual-hormone model predictive control for artificial pancreas with exercise model", Annual International Conference of the IEEE Engineering in Medicine and Biology Society in Orlando, 2016.
2015
Jacobs PG, Resalat N, El Youssef J, Reddy R, Branigan D, Preiser N, Condon J, Castle J, Incorporating an exercise detection, grading, and hormone dosing algorithm into the artificial pancreas using accelerometry and heart rate, Journal of Diabetes Science and Technology, 2015 Oct 5;9(6):1175-84. doi: 10.1177/1932296815609371. PubMed PMID: 26438720; PubMed Central PMCID: PMC4667295.
Castle JR, El Youssef J, Bakhtiani PA, Cai Y, Stobbe JM, Branigan D, Ramsey K, Jacobs P, Reddy R, Woods M, Ward, KM. Effect of Repeated Glucagon Doses on Hepatic Glycogen in Type 1 Diabetes: Implications for a Bi-Hormonal Closed-loop System. Diabetes Care. 2015 Nov;38(11):2115-9. doi: 10.2337/dc15-0754. Epub 2015 Sep 4. PubMed PMID: 26341131; PubMed Central PMCID: PMC4613914.
Du X, Durgan CJ, Matthews DJ, Motley JR, Tan X, Pholsena K, Armadottier L, Castle JR, Jacobs PG, Cargill RS, Ward WK, Conley JF, Herman GS. Fabrication of a Flexible Amperometric Glucose Sensor Using Additive Processes. ECS J. Solid State Sci. Technol.. 2015;4(4):3069-3074
Bakhtiani, P., El Youssef, J., Jacobs P.G., Branigan, D., Castle, J., Ward, K., Factors affecting the success of glucagon delivered during an automated closed-loop system in type 1 diabetes, Journal of Diabetes and its Complications, 2015, 29(1), 93-98. PMID: 25264232
Jacobs, P.G, Kaye, J.A., "Ubiquitous real-world sensing and audiology-based health informatics", Journal of the American Academy of Audiology, 2015 Oct;26(9):777-83. doi: 10.3766/jaaa.15010. PubMed PMID: 26415971.
Dille, M.F., McMillan, G. P., Helt, W.J., Jacobs, P.G. "A store-and-forward teleaudiology solution for remote ototoxicity screenings: self-test vs. audiologist testing", Journal of the American Academy of Audiology, 2015 Oct;26(9):750-60. doi: 10.3766/jaaa.15028. PubMed PMID: 26415968; PubMed Central PMCID: PMC4632849.
Schafermeyer E, Wan EA, Samin S, Zentzis N, Preiser N, Condon J, Folsom J, Jacobs PG. Multi-Resident Identification using Device-free IR and RF Fingerprinting. Annual International Conference of the IEEE Engineering in Medicine and Biology Society in MiCo. 5481-5484, 2015.
Beattie Z, Jacobs PG, Riley T, Hagen C. A Time-Frequency Respiration Tracking System using Non-Contact Bed Sensors with Harmonic Artifact Rejection. 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society in MiCo, 8111-8184, 2015.
2014
Bakhtiani, P., El Youssef, J., Jacobs P.G., Branigan, D., Castle, J., Ward, K., Factors affecting the success of glucagon delivered during an automated closed-loop system in type 1 diabetes, Journal of Diabetes and its Complications, 2014. doi:10.1016/j.jdiacomp.2014.09.001
Jacobs, PG, Saunders, GH, New opportunities and challenges for teleaudiology within Department of Veterans Affairs, J. Rehabil Res. Dev., 51(5):vii–xii. 2014. doi:10.1682/JRRD.2014.04.0093. View PDF.
Jacobs, P.G., Wan, E.A., Schafermeyer, E., Adenwala, F., Paul, A.S., Kaye, J. Measuring in-home walking speed using wall-mounted RF transceiver arrays, IEEE Engineering in Medicine and Biology Conference, 2014. doi:10.1145/2632048.2632097
Paul, A.S., Wan, E.A., Schafermeyer,E., Adenwala, F., Preiser, N., Kaye, J., Jacobs, P.G., MobileRF: A robust device-free tracking system based on a hybrid neural network HMM classifier, Ubicomp, 2014. doi:/10.1145/2632048.2632097
Jacobs, P.G., El Youssef, J., Castle, J., Bakhtiani, P., Branigan, D., Breen, M., Bauer, D., Preiser, N., Leonard, G., Stonex, T., Ward, W.K. Automated control of an adaptive bi-hormonal, dual-sensor artificial pancreas and evaluation during inpatient studies. IEEE Transactions on Biomedical Engineering, 2014. PubMed. View PDF.
Ward, W.K., Castle, J.R., Jacobs, P.G., Cargill, R.S., Can glucose be monitored accurately at the site of subcutaneous insulin delivery? Journal of Diabetes Science and Technology, 2014. doi:10.1177/1932296814522805
2013
Brummer, N.B., Rawson, J.A., Grimm, M.W., Tupper, P., Miller, A.J.L., Billings, C.J., Jacobs, P.G., Electrode selection and other design considerations for a modular portable single-channel EEG-augmented hearing aid, 6th International IEEE. doi:10.1109/NER.2013.6695964
Dille, M.F., Jacobs, P.G., Gordon, S.Y., Helt, W.J., McMillan G.P. OtoID: a new extended frequency portable audiometer for ototoxicity monitoring, Journal of Rehabilitation Research & Development, 2013;50(7):997-1006. EMBS Conference on Neural Engineering, San Diego, Nov. 2013. pp. 431-434. View Online
Jacobs, P.G. Remote assessment of health in older and frail adults living independently through mobility assessment. In Telehealthcare Computing and Engineering: Principles and Design, by Fei Hu, Science Publishers, 2013, pp. 61-84. doi:10.1201/b14770-5
2012
Jacobs PG, Silaski G, Wilmington D, Gordon S, Helt W, McMillan G, Fausti SA, Dille M. Development and evaluation of a portable audiometer for high-frequency screening of hearing loss from ototoxicity in homes/clinics. IEEE Transactions on Biomedical Engineering. 2012;59(11):3097-103. PubMed
Jacobs PG, Konrad-Martin D, McMillan GP, McDermott D, Fausti SA, Kagen D, Wan EA. Influence of acute hyperglycemia on otoacoustic emissions and the medial olivocochlear reflex. The Journal of the Acoustical Society of America. 2012;131(2):1296-306. doi:10.1121/1.3676609
Wan, E.A., Paul, A.S., Jacobs, P.G., Tag-free RSSI Based Indoor Localization, Proceedings of the 2012 International Technical Meeting of The Institute of Navigation, Newport Beach, CA, January 2012, pp. 940-944. View Online
2011
El Youssef J, Castle JR, Branigan DL, Massoud RG, Breen ME, Jacobs PG, Bequette BW, Ward WK. A controlled study of the effectiveness of an adaptive closed-loop algorithm to minimize corticosteroid-induced stress hyperglycemia in type 1 diabetes. Journal of Diabetes Science and Technology. 2011; 5(6):1312-26. PMCID: 3262697. PubMed. View PDF
Jacobs PG, El Youssef J, Castle JR, Engle JM, Branigan DL, Johnson P, Massoud R, Kamath A, Ward WK. Development of a fully automated closed loop artificial pancreas control system with dual pump delivery of insulin and glucagon. Conf Proc IEEE Eng Med Biol Soc. 2011; 2011:397-400. PubMed. doi:10.1109/IEMBS.2011.6090127
Paul, A. Wan E.A., Jacobs, P.G. Sigma-point Kalman Smoothing for Indoor Tracking and Auto-calibration Using Time-of-flight Ranging. Proceedings of the 24th International Technical Meeting of The Satellite Division of the Institute of Navigation (ION GNSS 2011), Portland, OR, September 2011, pp. 3461-3469. View Online
Jacobs, P.G., Paul, A. Wan E.A. EmbedRF Position Tracking and Mobility Assessment System: A Low-power and Low-cost System for Passive Assessment of Patient Health in a Home Health-care Setting. Proceedings of the 24th International Technical Meeting of The Satellite Division of the Institute of Navigation (ION GNSS 2011), Portland, OR, September 2011, pp. 1499-1506. View Online
2010 and earlier
Dille MF, McMillan GP, Reavis KM, Jacobs P, Fausti SA, Konrad-Martin D. Ototoxicity risk assessment combining distortion product otoacoustic emissions with a cisplatin dose model. The Journal of the Acoustical Society of America. 2010; 128(3):1163-74. PubMed. doi:10.1121/1.3473693
Jacobs PG, Wan EA, Konrad-Martin D. On correlating otoacoustic emissions with blood glucose levels. Conf Proc IEEE Eng Med Biol Soc.2008; 2008:4704-7. PubMed. doi:10.1109/IEMBS.2008.4650263
Saunders G, Forsline A, Jacobs PG. The Attitudes towards Loss of Hearing Questionnaire (ALHQ): A comparison of paper and electronic formats. Journal of the American Academy of Audiology. 2007; 18(1):66-77. PubMed. doi:10.3766/jaaa.18.1.6
Gilligan BC, Shults M, Rhodes RK, Jacobs PG, Brauker JH, Pintar TJ, Updike SJ. Feasibility of continuous long-term glucose monitoring from a subcutaneous glucose sensor in humans. Diabetes Technology & Therapeutics. 2004; 6(3):378-86. PubMed. View PDF
Patents
2013
U.S. Patent Pending (Application number: 61/624,097): Systems and methods for hearing loss screening and monitoring
2012
U.S. Patent #8,317,700: Method and Device for Non-Invasive Analyte Measurement
2011
U.S. Patent #7,976,466: Use of Multiple Data Points and Filtering in an Analyte Sensor
U.S. Patent #8,810,388: Position tracking and mobility assessment system
U.S. Patent Pending (Application number: 61/570382): A dual-use subcutaneous catheter for amperometric glucose sensing and hormone delivery
2003
U.S. Patent #6,558,321: Systems and methods for remote monitoring and modulation of medical devices