Legacy Python workflow for an ATS 2020 central sleep apnea descriptive analysis
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Updated
Jun 20, 2026 - Python
Legacy Python workflow for an ATS 2020 central sleep apnea descriptive analysis
Browser web extension to extract key CPAP report data from website or PDFs and generate a structured clinical summary locally.
Analyse ResMed CPAP/APAP SD-card EDF data: quality-gated segmented efficacy statistics, breath-by-breath flow-waveform analysis, pressure-headroom curves. Local, offline, not a medical device.
PulmoCare_AI is a research-backed pulmonology intelligence and respiratory health education platform. Built on evidence-based pulmonary medicine guidelines, it provides educational information on lung diseases, respiratory symptom assessment, pulmonary function interpretation, tuberculosis and printable reports. Fully offline-capable.
Somnus — Evidence-grounded Clinical Decision Support & Live Voice Assistant for Insomnia & Sleep Disorders (AASM & VA/DoD Guidelines, Hybrid Dense-Sparse RAG, BGE Cross-Encoder, Next.js 14 & FastAPI).
Comprehensive 2026 research synthesis on somnology, exploring sleep-wake neurobiology, the glymphatic system, the microbiota-gut-brain axis, and emerging therapeutics like DORAs and hypoglossal nerve stimulation for sleep disorders.
Data analysis for "Electronic Health Record-Derived Outcomes in Obstructive Sleep Apnea Managed With Positive Airway Pressure Adherence Tracking Systems"
Stata code for “Severity, comorbidities, and adherence to therapy in Native Hawaiians/Pacific Islanders with obstructive sleep apnea” (Journal of Clinical Sleep Medicine, 2023).
Supporting code for the manuscript “Predictors of Initial CPAP Prescription and Subsequent Course with CPAP in Patients with Central Sleep Apneas at a Single Center” (Lung, 2023-11-21).
Somnoscribe: experimental self-hosted sleep study review assistant. Evidence-linked drafts, clinician adjudication before sign-off.
MATLAB implementation of circadian phase estimation from actigraphy (Van Someren & Nagtegaal, 2007, Sleep Medicine)
Legacy Python analysis for bariatric surgery, CPAP use, and bicarbonate change in suspected OHS
01health — independent third-party profile of a public API surface, by API Evangelist. 01Health is a UK-based health technology company building clinical infrastructure that lets specialist healthcare be delivered safely inside community and dental clinics rather than only in hospitals.
Beacon Biosignals — independent third-party profile of a public API surface, by API Evangelist. Beacon Biosignals is a neurotechnology company applying machine learning to EEG (electroencephalography) to advance precision medicine for conditions affecting the brain. Founded in 2019 by Jacob Donoghue (MD, PhD) and Jarrett Revels, the company operate
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