MZ
Menglian Zhou
cs.LGportable gas chromatographyWearable Electronic Devices2D GCAcute respiratory distress syndrome gas chromatographyasthmaBiomarkersBreath analysiscommon milkweed (COVID-19
On Valency
published · living versionsW_33ypsx3u·v1 · currentpublished
Personalized health coaching via coachable health age and counterfactual wearable trajectories
with Simon A. Lee, Zeinab Esmaeilpour, Marius Guerard, Sohrab Sidhu +15
1 version
Preprints & journals
16 papers in the corpus · 2015–2026RubricsTree: Scalable and Evolving Open-Ended Evaluation of Personal Health Agents across Health Memory and Medical Skills2606.18203v1 · Weizhi Zhang, Zechen Li, Hamid Palangi et al.2026 · 0 citationsarXiv
GlucoFM: A Dual-Stream Foundation Model for Continuous Glucose Monitoring2605.30865v2 · Zechen Li, Keerthana Natarajan, Weizhi Zhang et al.2026 · 0 citationsarXiv
Beyond BMI: Smartphone Body Composition Phenotyping for Cardiometabolic Risk Assessment2603.27017v2 · Menglian Zhou, Arno Charton, Emily Blanchard et al.2026 · 0 citationsarXiv
Insulin resistance prediction from wearables and routine blood biomarkers.41840032 · Metwally, Ahmed A, Heydari, A Ali, McDuff, Daniel et al.2026 · 10 citationsNature. 2026;652(8109):451-461
Pulse Rate Guided Oxygen Saturation Monitoring Using a Wearable Armband Sensor.36086022 · Huang, Nicholas, Bian, Dayi, Zhou, Menglian et al.2022 · 4 citationsAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2022;2022:4303-4307
Breath analysis for detection and trajectory monitoring of acute respiratory distress syndrome in swine.35174248 · Sharma, Ruchi, Zhou, Menglian, Tiba, Mohamad Hakam et al.2026 · 10 citationsERJ open research. 2022;8(1)
Real Time Breath Analysis Using Portable Gas Chromatography for Adult Asthma Phenotypes.33922762 · Sharma, Ruchi, Zang, Wenzhe, Zhou, Menglian et al.2023 · 32 citationsMetabolites. 2021;11(5)
Heart Rate Monitoring using Sparse Spectral Curve Tracing.33019191 · Zhou, Menglian, Selvaraj, Nandakumar2020 · 17 citationsAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2020;2020:5347-5352
Multiparameter urine analysis for quantitative bladder cancer surveillance of orthotopic xenografted mice.31922156 · Tan, Xiaotian, Broses, Luke J, Zhou, Menglian et al.2021 · 20 citationsLab on a chip. 2020;20(3):634-646
Peak focusing based on stationary phase thickness gradient.31831145 · Li, Maxwell Wei-Hao, Zhu, Hongbo, Zhou, Menglian et al.2020 · 6 citationsJournal of chromatography. A. 2020;1614:460737
Rapid breath analysis for acute respiratory distress syndrome diagnostics using a portable two-dimensional gas chromatography device.31367803 · Zhou, Menglian, Sharma, Ruchi, Zhu, Hongbo et al.2019 · 63 citationsAnalytical and bioanalytical chemistry. 2019;411(24):6435-6447
Rapid In Situ Analysis of Plant Emission for Disease Diagnosis Using a Portable Gas Chromatography Device.31184878 · Sharma, Ruchi, Zhou, Menglian, Hunter, Mark D et al.2019 · 48 citationsJournal of agricultural and food chemistry. 2019;67(26):7530-7537
Fully Automated Portable Comprehensive 2-Dimensional Gas Chromatography Device.27709906 · Lee, Jiwon, Zhou, Menglian, Zhu, Hongbo et al.2019 · 51 citationsAnalytical chemistry. 2016;88(20):10266-10274
Low-Power Miniaturized Helium Dielectric Barrier Discharge Photoionization Detectors for Highly Sensitive Vapor Detection.27559931 · Zhu, Hongbo, Zhou, Menglian, Lee, Jiwon et al.2018 · 36 citationsAnalytical chemistry. 2016;88(17):8780-6
In situ calibration of micro-photoionization detectors in a multi-dimensional micro-gas chromatography system.27152367 · Lee, Jiwon, Zhou, Menglian, Zhu, Hongbo et al.2018 · 23 citationsThe Analyst. 2016;141(13):4100-7
Flow-through microfluidic photoionization detectors for rapid and highly sensitive vapor detection.26076383 · Zhu, Hongbo, Nidetz, Robert, Zhou, Menglian et al.2016 · 73 citationsLab on a chip. 2015;15(14):3021-9
Career total: 22 works. 16 are in this corpus.
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