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Remote Patient Monitoring for Management of Diabetes Mellitus in Pregnancy Is Associated With Improved Maternal and Neonatal Outcomes

Kantorowska, Agata; Cohen, Koral; Oberlander, Maxwell; Jaysing, Anna R.; Akerman, Meredith B.; Wise, Anne Marie; Mann, Devin M.; Testa, Paul A.; Chavez, Martin R.; Vintzileos, Anthony M.; Heo, Hye J.
SCOPUS:85180013996
ISSN: 0029-7828
CID: 5620962

Remote patient monitoring for management of diabetes mellitus in pregnancy is associated with improved maternal and neonatal outcomes

Kantorowska, Agata; Cohen, Koral; Oberlander, Maxwell; Jaysing, Anna R; Akerman, Meredith B; Wise, Anne-Marie; Mann, Devin M; Testa, Paul A; Chavez, Martin R; Vintzileos, Anthony M; Heo, Hye J
BACKGROUND:Diabetes mellitus is a common medical complication of pregnancy, and its treatment is complex. Recent years have seen an increase in the application of mobile health tools and advanced technologies, such as remote patient monitoring, with the aim of improving care for diabetes mellitus in pregnancy. Previous studies of these technologies for the treatment of diabetes in pregnancy have been small and have not clearly shown clinical benefit with implementation. OBJECTIVE:Remote patient monitoring allows clinicians to monitor patients' health data (such as glucose values) in near real-time, between office visits, to make timely adjustments to care. Our objective was to determine if using remote patient monitoring for the management of diabetes in pregnancy leads to an improvement in maternal and neonatal outcomes. STUDY DESIGN/METHODS:This was a retrospective cohort study of pregnant patients with diabetes mellitus managed by the maternal-fetal medicine practice at one academic institution between October 2019 and April 2021. This practice transitioned from paper-based blood glucose logs to remote patient monitoring in February 2020. Remote patient monitoring options included (1) device integration with Bluetooth glucometers that automatically uploaded measured glucose values to the patient's Epic MyChart application or (2) manual entry in which patients manually logged their glucose readings into their MyChart application. Values in the MyChart application directly transferred to the patient's electronic health record for review and management by clinicians. In total, 533 patients were studied. We compared 173 patients managed with paper logs to 360 patients managed with remote patient monitoring (176 device integration and 184 manual entry). Our primary outcomes were composite maternal morbidity (which included third- and fourth-degree lacerations, chorioamnionitis, postpartum hemorrhage requiring transfusion, postpartum hysterectomy, wound infection or separation, venous thromboembolism, and maternal admission to the intensive care unit) and composite neonatal morbidity (which included umbilical cord pH <7.00, 5 minute Apgar score <7, respiratory morbidity, hyperbilirubinemia, meconium aspiration, intraventricular hemorrhage, necrotizing enterocolitis, sepsis, pneumonia, seizures, hypoxic ischemic encephalopathy, shoulder dystocia, trauma, brain or body cooling, and neonatal intensive care unit admission). Secondary outcomes were measures of glycemic control and the individual components of the primary composite outcomes. We also performed a secondary analysis in which the patients who used the two different remote patient monitoring options (device integration vs manual entry) were compared. Chi-square, Fisher's exact, 2-sample t, and Mann-Whitney tests were used to compare the groups. A result was considered statistically significant at P<.05. RESULTS:Maternal baseline characteristics were not significantly different between the remote patient monitoring and paper groups aside from a slightly higher baseline rate of chronic hypertension in the remote patient monitoring group (6.1% vs 1.2%; P=.011). The primary outcomes of composite maternal and composite neonatal morbidity were not significantly different between the groups. However, remote patient monitoring patients submitted more glucose values (177 vs 146; P=.008), were more likely to achieve glycemic control in target range (79.2% vs 52.0%; P<.0001), and achieved the target range sooner (median, 3.3 vs 4.1 weeks; P=.025) than patients managed with paper logs. This was achieved without increasing in-person visits. Remote patient monitoring patients had lower rates of preeclampsia (5.8% vs 15.0%; P=.0006) and their infants had lower rates of neonatal hypoglycemia in the first 24 hours of life (29.8% vs 51.7%; P<.0001). CONCLUSION/CONCLUSIONS:Remote patient monitoring for the management of diabetes mellitus in pregnancy is superior to a traditional paper-based approach in achieving glycemic control and is associated with improved maternal and neonatal outcomes.
PMID: 36841348
ISSN: 1097-6868
CID: 5434182

Chat Generative Pre-trained Transformer: why we should embrace this technology

Chavez, Martin R; Butler, Thomas S; Rekawek, Patricia; Heo, Hye; Kinzler, Wendy L
With the advent of artificial intelligence that not only can learn from us but also can communicate with us in plain language, humans are embarking on a brave new future. The interaction between humans and artificial intelligence has never been so widespread. Chat Generative Pre-trained Transformer is an artificial intelligence resource that has potential uses in the practice of medicine. As clinicians, we have the opportunity to help guide and develop new ways to use this powerful tool. Optimal use of any tool requires a certain level of comfort. This is best achieved by appreciating its power and limitations. Being part of the process is crucial in maximizing its use in our field. This clinical opinion demonstrates the potential uses of Chat Generative Pre-trained Transformer for obstetrician-gynecologists and encourages readers to serve as the driving force behind this resource.
PMID: 36924908
ISSN: 1097-6868
CID: 5462582

Remote patient monitoring for diabetes management in pregnancy associated with improved maternal and neonatal outcomes [Meeting Abstract]

Kantorowska, Agata; Cohen, Koral; Oberlander, Maxwell; Jaysing, Anna; Akerman, Meredith; Wise, Anne-Marie; Mann, Devin; Chavez, Martin; Vintzileos, Anthony; Heo, Hye J.
ISI:000909337400087
ISSN: 0002-9378
CID: 5496512

Implementation of the RCOG VTE Risk-Assessment Affects on Postpartum Prophylaxis Treatment in Women with SLE [Meeting Abstract]

Griffin, Myah; Engel, Alexis; Deeb, Jessica; Buyon, Jill; Nusbaum, Juile; Heo, Hye; Roman, Ashley S.; Mehta-Lee, Shilpi S.
ISI:000737459400452
ISSN: 0002-9378
CID: 5208562

Barriers to obstetric patient utilization of remote patient monitoring for blood pressure [Meeting Abstract]

Kidd, Jennifer; Patberg, Elizabeth; Kantorowska, Agata; Alku, Dajana; Akerman, Meredith; Vertichio, Rosanne; Wise, Anne-Marie; Vintzileos, Anthony; Heo, Hye
ISI:000737459400401
ISSN: 0002-9378
CID: 5208552

The cervicovaginal microbiome at time of cerclage [Meeting Abstract]

Trostle, Megan E.; Griffin, Myah; Patberg, Elizabeth; Kidd, Jennifer; Chen, Ze; Ruggles, Kelly; Roman, Ashley S.; Keefe, David L.; Chervenak, Judith; Mehta-Lee, Shilpi S.; Heo, Hye; Brubaker, Sara G.
ISI:000737459400199
ISSN: 0002-9378
CID: 5208542

Application of telemedicine video visits in a maternal-fetal medicine practice at the epicenter of the COVID-19 pandemic

Tozour, Jessica N; Bandremer, Samantha; Patberg, Elizabeth; Zavala, Jose; Akerman, Meredith; Chavez, Martin; Mann, Devin M; Testa, Paul A; Vintzileos, Anthony M; Heo, Hye J
BACKGROUND:Telemedicine in obstetrics has mostly been described in the rural areas that have limited access to subspecialties. During the COVID-19 pandemic, health systems rapidly expanded telemedicine services for urgent and nonurgent healthcare delivery, even in urban settings. The New York University health system implemented a prompt systemwide expansion of video-enabled telemedicine visits, increasing telemedicine to >8000 visits daily within 6 weeks of the beginning of the pandemic. There are limited studies that explore patient and provider satisfaction of telemedicine visits in obstetrical patients during the COVID-19 epidemic, particularly in the United States. OBJECTIVE:This study aimed to evaluate both the patients' and the providers' satisfaction with the administration of maternal-fetal medicine services through telemedicine and to identify the factors that drive the patients' desire for future obstetrical telemedicine services. STUDY DESIGN/METHODS:A cross-sectional survey was administered to patients who completed a telemedicine video visit with the Division of Maternal-Fetal Medicine at the New York University Langone Hospital-Long Island from March 19, 2020, to May 26, 2020. A 10-question survey assessing the patients' digital experience and desire for future use was either administered by telephone or self-administered by the patients via a link after obtaining verbal consent. The survey responses were scored from 1-strongly disagree to 5-strongly agree. We analyzed the demographics and survey responses of the patients who agreed to vs those who answered neutral or disagree to the question "I would like telehealth to be an option for future obstetric visits." The providers also answered a similar 10-question survey. The median scores were compared using appropriate tests. A P value of <.05 was considered significant. RESULTS:A total of 253 patients participated in 433 telemedicine visits, and 165 patients completed the survey, resulting in a 65% survey response rate. Overall, there were high rates of patient satisfaction in all areas assessed. Those who desired future telemedicine had significantly greater agreeability that they were able to see and hear their provider easily (5 [4.5, 5] vs 5 [4, 5]; P=.014) and that the lack of physical activity was not an issue (5 [4, 5] vs 5 [4, 5]; P=.032). They were also more likely to agree that the telemedicine visits were as good as in-person visits (4 [3, 5] vs 3 [2, 3]; P<.001) and that telehealth made it easier for them to see doctors or specialists (5 [4, 5] vs 3 [2, 3]; P<.001). The patients seeking consults for poor obstetrical history were more likely to desire future telemedicine compared with other visit types (19 (90%) vs 2 (10%); P=.05). Provider survey responses also demonstrated high levels of satisfaction, with 83% agreeing that they would like telemedicine to be an option for future obstetrical visits. CONCLUSION/CONCLUSIONS:We demonstrated that maternal-fetal medicine obstetrical patients and providers were highly satisfied with the implementation of telemedicine during the initial wave of the COVID-19 pandemic and a majority of them desire telemedicine as an option for future visits. A patient's desire for future telemedicine visits was significantly affected by their digital experience, the perception of a lack of need for physical contact, perceived time saved on travel, and access to healthcare providers. Health systems need to continue to improve healthcare delivery and invest in innovative solutions to conduct physical examinations remotely.
PMCID:8454236
PMID: 34450341
ISSN: 2589-9333
CID: 5030242

Giving Your Electronic Health Record a Checkup After COVID-19: A Practical Framework for Reviewing Clinical Decision Support in Light of the Telemedicine Expansion

Feldman, Jonah; Szerencsy, Adam; Mann, Devin; Austrian, Jonathan; Kothari, Ulka; Heo, Hye; Barzideh, Sam; Hickey, Maureen; Snapp, Catherine; Aminian, Rod; Jones, Lauren; Testa, Paul
BACKGROUND:The transformation of health care during COVID-19, with the rapid expansion of telemedicine visits, presents new challenges to chronic care and preventive health providers. Clinical decision support (CDS) is critically important to chronic care providers, and CDS malfunction is common during times of change. It is essential to regularly reassess an organization's ambulatory CDS program to maintain care quality. This is especially true after an immense change, like the COVID-19 telemedicine expansion. OBJECTIVE:Our objective is to reassess the ambulatory CDS program at a large academic medical center in light of telemedicine's expansion in response to the COVID-19 pandemic. METHODS:Our clinical informatics team devised a practical framework for an intrapandemic ambulatory CDS assessment focused on the impact of the telemedicine expansion. This assessment began with a quantitative analysis comparing CDS alert performance in the context of in-person and telemedicine visits. Board-certified physician informaticists then completed a formal workflow review of alerts with inferior performance in telemedicine visits. Informaticists then reported on themes and optimization opportunities through the existing CDS governance structure. RESULTS:Our assessment revealed that 10 of our top 40 alerts by volume were not firing as expected in telemedicine visits. In 3 of the top 5 alerts, providers were significantly less likely to take action in telemedicine when compared to office visits. Cumulatively, alerts in telemedicine encounters had an action taken rate of 5.3% (3257/64,938) compared to 8.3% (19,427/233,636) for office visits. Observations from a clinical informaticist workflow review included the following: (1) Telemedicine visits have different workflows than office visits. Some alerts developed for the office were not appearing at the optimal time in the telemedicine workflow. (2) Missing clinical data is a common reason for the decreased alert firing seen in telemedicine visits. (3) Remote patient monitoring and patient-reported clinical data entered through the portal could replace data collection usually completed in the office by a medical assistant or registered nurse. CONCLUSIONS:In a large academic medical center at the pandemic epicenter, an intrapandemic ambulatory CDS assessment revealed clinically significant CDS malfunctions that highlight the importance of reassessing ambulatory CDS performance after the telemedicine expansion.
PMCID:7842852
PMID: 33400683
ISSN: 2291-9694
CID: 4767802

Identification of Factors Associated with Delayed Treatment of Obstetric Hypertensive Emergencies

Kantorowska, Agata; Heiselman, Cassandra J.; Halpern, Tara A.; Akerman, Meredith B.; Elsayad, Ashley; Muscat, Jolene C.; Sicuranza, Genevieve B.; Vintzileos, Anthony M.; Heo, Hye J.
SCOPUS:85105754560
ISSN: 0029-7828
CID: 4896702