Lesion size and location in deep infiltrating bowel endometriosis: Correlation with gastrointestinal dysfunction and pain by Daria Pashkunova, Ezgi Darici, Birgit Senft, Attila Bokor, Theresa Hudelist, Ayman Tammaa, Gernot Hudelist

“…The present study aims to evaluate a possible correlation of lesion location (LAVD) and size (according to the #Enzian classification) with preoperative symptoms. Material and Methods In this prospective study, premenopausal patients with histologically confirmed DE undergoing modified limited nerve‐vessel sparing rectal segmental bowel resection or full‐thickness discoid resection were evaluated. …”
Get full text

Using Landscape Metrics of Pixel Scale Land Cover Extracted from High Spatial Resolution Images to Classify Block-Level Urban Land Use by Haofeng Luo, Xiaomei Yang, Zhihua Wang, Yueming Liu, Huifang Zhang, Ku Gao, Qingyang Zhang

“…Block-level urban land use classification (BLULUC), like residential and commercial classification, is highly useful for urban planners. …”
Get full text

SmartRipen: LSTM-GRU feature selection& XGBoost-CNN for fruit ripeness detection by Archana Ganesh Said, Bharti Joshi

“…The proposed model outperforms and scales existing methods by solving inefficiencies and using advanced optimization as well as classification techniques. It will be tested for adaptability to other fruit types and real-time applications using low-complexity feature sets along with advanced methods like Q-Learning as well as Auto Encoders that will enhance dynamical performance.…”
Get full text

Improved Technique in Arabic Handwriting Recognition by Ammar A. Al-Hamadani, Maad Kamal Al-Anni, Gamil R. S. Qaid, Najran Nasser Hamood

“…The process involves several steps: preprocessing, feature extraction, and classification. Preprocessing enhances image quality through noise removal, normalisation, and binarisation, which are essential for accurate segmentation. …”
Get full text

Diet Engine: A real-time food nutrition assistant system for personalized dietary guidance by Asim Moin Saad, Md. Raihanul Haque Rahi, Md. Manirul Islam, Gulam Rabbani

Get full text

Real-Time Green View Index Assessment: AI-Driven Analysis of Urban Vegetation Using Dashcam Videos by Karam Masad, Fethi Filali

“…This is particularly valuable in rapidly growing regions like Qatar and regions with limited street-view coverage, where timely vegetation data is essential for sustainable urban planning.…”
Get full text

Wastewater-based epidemiology: deriving a SARS-CoV-2 data validation method to assess data quality and to improve trend recognition by Cristina J. Saravia, Peter Pütz, Christian Wurzbacher, Anna Uchaikina, Jörg E. Drewes, Ulrike Braun, Claus Gerhard Bannick, Nathan Obermaier

Get full text

Enhanced thyroid nodule detection and diagnosis: a mobile-optimized DeepLabV3+ approach for clinical deployments by Changan Yang, Muhammad Awais Ashraf, Mudassar Riaz, Pascal Umwanzavugaye, Kavimbi Chipusu, Hongyuan Huang, Yueqin Xu

“…To mitigate classification imbalances, we employed Tversky loss functions in the ultrasound image classification process.ResultsIn semantic image segmentation, DeepLabV3+ achieved an impressive Intersection over Union (IoU) of 94.37%, while utilizing only 12.4 MB of parameters, including weights and biases. …”
Get full text

On the Issue of Predicting Global Financial and Economic Crises by Yu. A. Danilov, D. A. Pivovarov, I. S. Davydov

“…As a result of the study, we clarified the classification of types of financial crises to determine the predictors that best predict certain types of financial crises, which in current conditions are very likely to be the starting stage of a new kind of financial and economic crisis. …”
Get full text

A comprehensive sequence and disease correlation analyses for the C-terminal region of CagA protein of Helicobacter pylori. by Youlin Xia, Yoshio Yamaoka, Qi Zhu, Ivan Matha, Xiaolian Gao

“…Fifteen types of EPIYA or EPIYA-like sequences are defined. In addition to four previously reported major segment types, several minor segment types (e.g., segment B', B'') and more than 30 sequence types (e.g., ABC, ABD) were defined using our classification method. …”
Get full text

An Approach to Endophthalmitis by Aditya Sharma, Siddharth Madan, Nitika Beri

“…Endophthalmitis is a dreaded, sight threatening complication which can occur post-surgery, trauma or endogenous like septicemia. It has to be differentiated from toxic anterior segment syndrome (TASS) as the line of management for both are different. …”
Get full text

Machine learning to predict killer whale (Orcinus orca) behaviors using partially labeled vocalization data by Sophia Sandholm

“…Despite that, with a careful combination of recent machine learning techniques, including a ResNet-34 convolutional neural network and a custom loss function designed for partially labeled learning, a 96.1% general behavior label classification accuracy on previously unheard segments is achieved. …”
Get full text

A rare case of cavernous hemangioma accompanied with diffuse hepatic hemangiomatosis by Takuji Ota, Toshiya Kamiyama, Takuya Kato, Takayuki Hanamoto, Kunihiro Hirose, Noriyuki Otsuka, Shinichi Matsuoka, Akinobu Taketomi

“…Hepatic CH was incidentally detected in the segment IVa of the liver according to the Couinaud classification. …”
Get full text

Widespread Reassortment Shapes the Evolution and Epidemiology of Bluetongue Virus following European Invasion. by Kyriaki Nomikou, Joseph Hughes, Rachael Wash, Paul Kellam, Emmanuel Breard, Stéphan Zientara, Massimo Palmarini, Roman Biek, Peter Mertens

“…The high degree of plasticity seen in the BTV genome in terms of segment origin suggests that current classification schemes that are based primarily on serotype, which is determined by only a single genome segment, are inadequate. …”
Get full text

Application of an Improved LSTM Model to Emotion Recognition by Yuan Li

“…For computers to behave like humans, speech recognition systems must be able to process nonverbal information, such as the emotional state of the speaker. …”
Get full text

Sequence-Aware Vision Transformer with Feature Fusion for Fault Diagnosis in Complex Industrial Processes by Zhong Zhang, Ming Xu, Song Wang, Xin Guo, Jinfeng Gao, Aiguo Patrick Hu

“…While deep learning models like Vision Transformer (ViT) capture broader temporal features, they struggle with varying fault causes and time dependencies inherent in industrial data, where adding encoder layers may even hinder performance. …”
Get full text

How Predictable Is Electric Vehicle Adoption? Exploring the Broader Role of Renewables in Transportation Using a Data-Driven Approach by Simona-Vasilica Oprea, Adela Bara

“…As the neutral segment of population is significant (over 22%), the 1st mapping included this segment associated to the “Likely” (to adopt) class, whereas the 2nd mapping included this segment associated to the “Unlikely” class. …”
Get full text

An automated extraction of spectral-temporal and spatial-temporal features of EEG for emotion detection by Monira Islam, Tan Lee

“…Automatic detection and classification of human emotion has been a goal of applied research. …”
Get full text

A Novel Vision Sensing System for Tomato Quality Detection by Satyam Srivastava, Sachin Boyat, Shashikant Sadistap

“…Algorithm development consists of three major steps, preprocessing steps like noise rejection, segmentation and scaling, classification and recognition, and automatic disease detection and classification. …”
Get full text

Advanced colon cancer detection: Integrating context-aware multi-image fusion (Camif) in a multi-stage framework by M.V.R. Vittal

“…For the U-Net++ and DeepLabv3+ models, evaluation measures are segmentation accuracy, precision, recall, and F1 score; for the ResNet-50 model, these metrics are classification accuracy, precision, recall, and F1 score. …”
Get full text