A Novel Low-Cost Uroflowmetry for Patient Telemonitoring.
Savio Domenico PandolfoFederica CrausoAchille AvetaSimone CilioBiagio BaroneLuigi NapolitanoAntonio ScarpatoBenito Fabio MirtoFrancesco SerinoFrancesco Del GiudiceBenjamin I ChungFabio CrocerossaErika Di ZazzoFrancesco TramaRuggero VaglioZhenjie WuPaolo VerzeCiro ImbimboFelice CrocettoPublished in: International journal of environmental research and public health (2023)
Uroflowmetry (UF) is a crucial guideline-recommended tool for men with benign prostatic obstruction (BPO). Moreover, UF is a helpful decision-making tool for the management of patients with lower urinary tract symptoms (LUTS) and benign prostatic hyperplasia (BPH). In the last few years, telemedicine and telehealth have increased exponentially as cost-effective treatment options for both patients and physicians. Telemedicine and telehealth have been well positioned during the COVID-19 pandemic to prevent healthcare system overload and to ensure adequate management of patients through screening, diagnosis, and follow-up at home. In the present manuscript, the main characteristics and performance of a novel and low-cost device for home-based UF have been analyzed. The simple weight-transducer method has been applied to perform UF. An inexpensive load cell connected to a 24 bit analogic digital converter (ADC) sends data to a cloud server via SIM card or home Wi-Fi. Data are processed and shown in graphics with both volume and flow rate as a function of time, allowing for measurement of average flow rate, maximum flow rate, voided volume, and voiding time. A numerical algorithm allows for filtering of the dynamic effect due to the urine gravity acceleration and for removing the funnel to simplify the home measurement procedure. Through an online platform, the physician can see and compare each UF data. The device's reliability has been validated in a first laboratory setting and showed excellent performance. This approach based on domiciliary tests and an online platform can revolutionize the urologic clinic landscape by offering a constant patient cost-effective follow-up, eliminating the time wasted waiting in the office setting.
Keyphrases
- benign prostatic hyperplasia
- lower urinary tract symptoms
- low cost
- primary care
- electronic health record
- healthcare
- big data
- decision making
- single cell
- high throughput
- end stage renal disease
- case report
- machine learning
- ejection fraction
- physical activity
- deep learning
- chronic kidney disease
- magnetic resonance imaging
- data analysis
- computed tomography
- prostate cancer
- weight gain
- magnetic resonance
- diffusion weighted imaging
- bone marrow
- cell therapy
- protein protein
- middle aged