Mid‐Infrared Spectroscopy and Machine Learning for Chlorogenic Acid Quantification in Coffee
Chlorogenic acid (CGA) concentration in coffee was predicted using mid‐infrared (MIR) spectroscopy and a machine learning approach. Forty‐four roasting stages (140–220 °C) plus a green coffee control were analyzed. A multilayer perceptron regressor, trained on preprocessed MIR data, outperformed traditional peak analysis, enabling accurate and ...
Deborah Herdt +6 more
wiley +1 more source
A Protocol Guide to Micro Milling for Bio-Microfluidics. [PDF]
Viola HL, Vasani V, Takayama S.
europepmc +1 more source
ABSTRACT Colorectal cancer (CRC), as the second most common cause of cancer death worldwide, has seen a significant increase in its incidence rate in recent years. However, the current major clinical treatment methods, such as surgery, chemotherapy and radiotherapy, still have certain limitations and are difficult to achieve a complete cure.
Xiaoyu Song +3 more
wiley +1 more source
Evaluation of anthropometric and ultrasonographic measurements with different machine learning methods in predicting difficult intubation: a prospective observational study. [PDF]
Demir Senoglu G +2 more
europepmc +1 more source
Recent Developments in the Field of Air‐Stable Nickel(0) Precatalysts for Cross‐Coupling Reactions
The development of bench‐stable Ni(0) sources aims to replace air‐sensitive [Ni(COD)2] (cod = cycloocta‐1,5‐diene) with easy‐to‐handle alternatives. Through a targeted ligand design, using electron‐deficient dienes, carbenes, and fluorophosphines, researchers have achieved air‐ and moisture‐tolerant complexes that show high catalytic activity in cross ...
Franziska Flecken, Schirin Hanf
wiley +1 more source
Adaptation to Long-Term Home Non-Invasive Ventilation for People with Chronic Hypercapnic Respiratory Failure: A Qualitative Study. [PDF]
Yacob Hussain NZY +4 more
europepmc +1 more source
ABSTRACT Stanley Milgram's ‘Obedience to Authority’ study demonstrated that an experimenter can lead participants to obey orders that seemingly causes others harm. To examine the nature of the experimenter's influence, we analysed the experimenter's non‐procedural interventions in 136 sessions, across four experimental conditions.
David Kaposi +2 more
wiley +1 more source
Analysis of collaborative robot technology patent map and research on development trends. [PDF]
Zhang D, Liu L.
europepmc +1 more source
Abstract Objective This study aimed to evaluate the real‐world performance of a wrist‐worn seizure detection device for timely clinical interventions within an epilepsy monitoring unit (EMU). Methods We conducted a prospective observational study involving patients admitted to the EMU at a tertiary care center.
Amirhossein Jahani +9 more
wiley +1 more source
Applying high-performance resins in stereolitography printing to produce prototype injection moulds. [PDF]
Krizsma S, Suplicz A.
europepmc +1 more source

