Thomas Edward Bachman

Prof. Thomas Edward Bachman


Research Focus & Metrics

Academic Career Length

34Years (1993-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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1 January 2011 in Pediatrics
Verified
Journal Article
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NCNelson Claure
Nelson Claure
EBEduardo Bancalari
Eduardo Bancalari
CDCarmen D'Ugard
Carmen D'Ugard
LNLeif Nelin
Leif Nelin
MSMelanie Stein
Melanie Stein
TBThomas Edward Bachman
Thomas Edward Bachman
OBJECTIVE: To determine the efficacy and safety of automated adjustment of the fraction of inspired oxygen (Fio2) adjustment in maintaining arterial oxygen saturation (Spo2) within an intended range for mechanically ventilated preterm infants with frequent episodes of decreased Spo2. METHODS: Thirty-two infants (gestational age [median and interquartile range]: 25 weeks [24–27 weeks]; age: 27 days [17–36 days]) were studied during 2 consecutive 24-hour periods, one with Fio2 adjusted by clinical staff members (manual) and the other by an automated system (automated), in random sequence. RESULTS: Time with Spo2 within the intended range (87%–93%) increased significantly during the automated period, compared with the manual period (40% ± 14% vs 32% ± 13% [mean ± SD]). Times with Spo2 of >93% or >98% were significantly reduced during the automated period (21% ± 20% vs 37% ± 12% and 0.7% vs 5.6% [interquartile ranges: 0.1%–7.2% and 2.7%–11.2%], respectively). Time with Spo2 of <87% increased significantly during the automated period (32% ± 12% vs 23% ± 9%), with more-frequent episodes with Spo2 between 80% and 86%, whereas times with Spo2 of <80% or <75% did not differ between periods. Hourly median Fio2 values throughout the automated period were lower and there were substantially fewer manual Fio2 changes (10 ± 9 vs 112 ± 59 changes per 24 hours; P < .001), compared with the manual period. CONCLUSIONS: In infants with fluctuations in Spo2, automated Fio2 adjustment improved maintenance of the intended Spo2 range led to reduced time with high Spo2 and more-frequent episodes with Spo2 between 80% and 86%.

1 September 2015 in The Journal of Pediatrics
Verified
Journal Article
Closed access
AKAnton H. van Kaam
Anton H. van Kaam
HHHelmut D. Hummler
Helmut D. Hummler
MWMaria Wilinska
Maria Wilinska
JSJanusz Swietlinski
Janusz Swietlinski
MLMithilesh K. Lal
Mithilesh K. Lal
TBThomas Edward Bachman
Thomas Edward Bachman

15 September 2017 in American Journal of Respiratory and Critical Care Medicine
Verified
Journal Article
Closed access
MMMaureen O. Meade
Maureen O. Meade
DYDuncan Young
Duncan Young
SHSteven Hanna
Steven Hanna
QZQi Zhou
Qi Zhou
TBThomas Edward Bachman
Thomas Edward Bachman
NFNiall D. Ferguson
Niall D. Ferguson
Rationale: High-frequency oscillatory ventilation (HFOV) is theoretically beneficial for lung protection, but the results of clinical trials are inconsistent, with study-level meta-analyses suggesting no significant effect on mortality. Objectives: The aim of this individual patient data meta-analysis was to identify acute respiratory distress syndrome (ARDS) patient subgroups with differential outcomes from HFOV. Methods: After a comprehensive search for trials, two reviewers independently identified randomized trials comparing HFOV with conventional ventilation for adults with ARDS. Prespecified effect modifiers were tested using multivariable hierarchical logistic regression models, adjusting for important prognostic factors and clustering effects. Measurements and Main Results: Data from 1,552 patients in four trials were analyzed, applying uniform definitions for study variables and outcomes. Patients had a mean baseline PaO2/FiO2 of 114 ± 39 mm Hg; 40% had severe ARDS (PaO2/FiO2 <100 mm Hg). Mortality at 30 days was 321 of 785 (40.9%) for HFOV patients versus 288 of 767 (37.6%) for control subjects (adjusted odds ratio, 1.17; 95% confidence interval, 0.94–1.46; P = 0.16). This treatment effect varied, however, depending on baseline severity of hypoxemia (P = 0.0003), with harm increasing with PaO2/FiO2 among patients with mild-moderate ARDS, and the possibility of decreased mortality in patients with very severe ARDS. Compliance and body mass index did not modify the treatment effect. HFOV increased barotrauma risk compared with conventional ventilation (adjusted odds ratio, 1.75; 95% confidence interval, 1.04–2.96; P = 0.04). Conclusions: HFOV increases mortality for most patients with ARDS but may improve survival among patients with severe hypoxemia on conventional mechanical ventilation.

16 February 2017 in Archives of Disease in Childhood - Fetal and Neonatal Edition
Verified
Journal Article
Closed access
PDF file
HZH A Van Zanten
H A Van Zanten
KKK L A M Kuypers
K L A M Kuypers
BSB J Stenson
B J Stenson
TBThomas Edward Bachman
Thomas Edward Bachman
SPS C Pauws
S C Pauws
APA B Te Pas
A B Te Pas
Objective: To evaluate the effect of implementing automated oxygen control as routine care in maintaining oxygen saturation (SpO2) within target range in preterm infants. Methods: Infants <30 weeks gestation in Leiden University Medical Centre before and after the implementation of automated oxygen control were compared. The percentage of time spent with SpO2 within and outside the target range (90–95%) was calculated. SpO2 values were collected every minute and included for analysis when infants received extra oxygen. Results: In a period of 9 months, 42 preterm infants (21 manual, 21 automated) were studied. In the automated period, the median (IQR) time spent with SpO2 within target range increased (manual vs automated: 48.4 (41.5–56.4)% vs 61.9 (48.5–72.3)%; p95% decreased (41.9 (30.6–49.4)% vs 19.3 (11.5–24.5)%; p<0.001). The time SpO2<90% increased (8.6 (7.2–11.7)% vs 15.1 (14.0–21.1)%; p<0.0001), while SpO2<80% was similar (1.1 (0.4–1.7)% vs 0.9 (0.5–2.1)%; ns). Conclusions: During oxygen therapy, preterm infants spent more time within the SpO2 target range after implementation of automated oxygen control, with a significant reduction in hyperoxaemia, but not hypoxaemia.

1 December 2015 in Critical Care Medicine
Verified
Journal Article
Closed access
JRJordan S. Rettig
Jordan S. Rettig
CSCraig D. Smallwood
Craig D. Smallwood
BWBrian K. Walsh
Brian K. Walsh
PRPeter C. Rimensberger
Peter C. Rimensberger
TBThomas Edward Bachman
Thomas Edward Bachman
JAJohn H. Arnold
John H. Arnold
We aim to describe current clinical practice, the past decade of experience and factors related to improved outcomes for pediatric patients receiving high-frequency oscillatory ventilation. We have also modeled predictive factors that could help stratify mortality risk and guide future high-frequency oscillatory ventilation practice. Multicenter retrospective, observational questionnaire study. Seven PICUs. Demographic, disease factor, and ventilatory and outcome data were collected, and 328 patients from 2009 to 2010 were included in this analysis. None. Patients were classified into six cohorts based on underlying diagnosis. We used univariate analysis to identify factors associated with mortality risk and multivariate logistic regression to identify independent predictors of mortality risk. An oxygenation index greater than 35 and immunocompromise exhibited the greatest predictive power (p < 0.0001) for increased mortality risk, and respiratory syncytial virus was associated with lowest mortality risk (p = 0.003). Differences in mortality risk as a function of oxygenation index were highly dependent on primary underlying condition. A trend toward an increase in oscillator amplitude and frequency was observed when compared with historical data. Given the number of centers and subjects included in the database, these findings provide a robust description of current practice regarding the use of high-frequency oscillatory ventilation for pediatric hypoxic respiratory failure. Patients with severe hypoxic respiratory failure and immunocompromise had the highest mortality risk, and those with respiratory syncytial virus had the lowest. A means of identifying the risk of 30-day mortality for subjects can be obtained by identifying the underlying disease and oxygenation index on conventional ventilation preceding the initiation of high-frequency oscillatory ventilation.

14 November 2023 in Sensors
Verified
Journal Article
Open access
PDF file
SWSimon Walzel
Simon Walzel
RMRadek Mikus
Radek Mikus
VRVeronika Rafl-Huttova
Veronika Rafl-Huttova
MRMartin Rožánek
Martin Rožánek
TBThomas Edward Bachman
Thomas Edward Bachman
JRJakub Rafl
Jakub Rafl
Although smartwatches are not considered medical devices, experimental validation of their accuracy in detecting hypoxemia is necessary due to their potential use in monitoring conditions manifested by a prolonged decrease in peripheral blood oxygen saturation (SpO2), such as chronic obstructive pulmonary disease, sleep apnea syndrome, and COVID-19, or at high altitudes, e.g., during sport climbing, where the use of finger-sensor-based pulse oximeters may be limited. The aim of this study was to experimentally compare the accuracy of SpO2 measurement of popular smartwatches with a clinically used pulse oximeter according to the requirements of ISO 80601-2-61. Each of the 18 young and healthy participants underwent the experimental assessment three times in randomized order—wearing Apple Watch 8, Samsung Galaxy Watch 5, or Withings ScanWatch—resulting in 54 individual experimental assessments and complete datasets. The accuracy of the SpO2 measurements was compared to that of the Radical-7 (Masimo Corporation, Irvine, CA, USA) during short-term hypoxemia induced by consecutive inhalation of three prepared gas mixtures with reduced oxygen concentrations (14%, 12%, and 10%). All three smartwatch models met the maximum acceptable root-mean-square deviation (≤4%) from the reference measurement at both normal oxygen levels and induced desaturation with SpO2 less than 90%. Apple Watch 8 reached the highest reliability due to its lowest mean bias and root-mean-square deviation, highest Pearson correlation coefficient, and accuracy in detecting hypoxemia. Our findings support the use of smartwatches to reliably detect hypoxemia in situations where the use of standard finger pulse oximeters may be limited.