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๐Ÿ” alcoholism ๐Ÿ“‚ Engineering
Showing 10 results for "alcoholism" in Engineering
Engineering Preprint PDF DOI

Impact of Validation Strategy on Machine Learning Performance in EEG-Based Alcoholism Classification

Tahir Cetin Akinci, Yuksel Celik, Omer Faruk Ertugrul ยท 2026

Electroencephalography provides a non-invasive and cost-effective approach for analyzing neural patterns associated with alcohol dependence. However, reported classification performance in EEG-based aโ€ฆ

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Engineering Preprint PDF DOI

Sleepy Chauffeur Detection and Alert Techniques for Road Safety

Himel Ghosh, Sayak Chatterjee, Antik Ganguly, Shreetama Karmakar, Koushik Sarkar ยท 2025

The most startling of the contemporary problems is the sleepiness of chauffeur which causes lots of car accidents. Prevention of those impending accidents by detecting and alerting the sleepy chauffeuโ€ฆ

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Engineering Preprint PDF DOI

Identifying Signatures of Image Phenotypes to Track Treatment Response in Liver Disease

Matthias Perkonigg, Nina Bastati, Ahmed Ba-Ssalamah, Peter Mesenbrink, Alexander Goehler, Miljen Martic, Xiaofei Zhou, Michael Trauner, Georg Langs ยท 2025

Quantifiable image patterns associated with disease progression and treatment response are critical tools for guiding individual treatment, and for developing novel therapies. Here, we show that unsupโ€ฆ

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Engineering Preprint PDF DOI

A Non-Invasive Interpretable NAFLD Diagnostic Method Combining TCM Tongue Features

Shan Cao, Qunsheng Ruan, Qingfeng Wu, Weiqiang Lin ยท 2023

Non-alcoholic fatty liver disease (NAFLD) is a clinicopathological syndrome characterized by hepatic steatosis resulting from the exclusion of alcohol and other identifiable liver-damaging factors. Itโ€ฆ

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Engineering Preprint PDF DOI

Improved Ultrasound Attenuation Coefficient Estimation Using Spectral Normalization on Local Interference-Free Single-Scatterer Power Spectrum

Kun-Lin Liu, Yu-Heng Chen, Chiao-Yin Wang, Po-Hsiang Tsui, Meng-Lin Li ยท 2023

Ultrasound attenuation coefficient estimation (ACE) can be utilized to quantify liver fat content, offering significant diagnostic potential in addressing the growing global public health issue of nonโ€ฆ

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Engineering Preprint PDF DOI

Multi-modal Learning based Prediction for Disease

Yaran Chen, Xueyu Chen, Yu Han, Haoran Li, Dongbin Zhao, Jingzhong Li, Xu Wang ยท 2023

Non alcoholic fatty liver disease (NAFLD) is the most common cause of chronic liver disease, which can be predicted accurately to prevent advanced fibrosis and cirrhosis. While, a liver biopsy, the goโ€ฆ

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Engineering Preprint PDF DOI

Efficient Aberration Correction via Optimal Bulk Speed of Sound Compensation

Scott Schoen Jr, Viksit Kumar, Yuyang Gu, Sunethra Dayavansha, Rimon Tadross, Mike Washburn, Kai Thomenius, Anthony E. Samir ยท 2023

Diagnostic ultrasound is a versatile and practical tool in the abdomen, and is particularly vital toward the detection and mitigation of early-stage non-alcoholic fatty liver disease (NAFLD). However,โ€ฆ

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Engineering Preprint PDF DOI

Liver Fibrosis and NAS scoring from CT images using self-supervised learning and texture encoding

Ananya Jana, Hui Qu, Carlos D. Minacapelli, Carolyn Catalano, Vinod Rustgi, Dimitris Metaxas ยท 2021

Non-alcoholic fatty liver disease (NAFLD) is one of the most common causes of chronic liver diseases (CLD) which can progress to liver cancer. The severity and treatment of NAFLD is determined by NAFLโ€ฆ

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Engineering Preprint PDF DOI

Python (deep learning and machine learning) for EEG signal processing on the example of recognizing the disease of alcoholism

Ildar Rakhmatulin ยท 2020

Alcoholism is one of the most common diseases in the world. This type of substance abuse leads to mental and physical dependence on ethanol-containing drinks. Alcoholism is accompanied by progressive โ€ฆ

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Engineering Preprint PDF DOI

Deep Learning based NAS Score and Fibrosis Stage Prediction from CT and Pathology Data

Ananya Jana, Hui Qu, Puru Rattan, Carlos D. Minacapelli, Vinod Rustgi, Dimitris Metaxas ยท 2020

Non-Alcoholic Fatty Liver Disease (NAFLD) is becoming increasingly prevalent in the world population. Without diagnosis at the right time, NAFLD can lead to non-alcoholic steatohepatitis (NASH) and suโ€ฆ

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