10 results found

Xin Liu, Wenrui Zhu, Xingui Li

Automated pain monitoring devices are critical for effective patient care, particularly for non-communicative individuals in intensive care and post-operative settings. This paper presents the develop...

Scientific Reports 2026-04-23 rs-9310940
medical device system pain assessment facial expression recognition surface electromyography multi-modal fusion clinical deployment healthcare monitoring

Biao Tan, Yi Tang

Skeleton-based action recognition has wide applications, but its performance degrades significantly with subtle action variations. This deficiency primarily arises because existing methods overemphasi...

Scientific Reports 2026-04-23 rs-9273421

Harrison Phillips, Majid Ali Qureshi, Abdul Jalil, Mehtab Khan, Christy Collins, Omar Hafeez-Bore

Background Ludwig’s angina is a life-threatening cellulitis that can easily progress to airway compromise. Significant infection, often from periodontal abscesses of the molar teeth, may cause superio...

Journal of Emergency and Disaster Medicine 2026-04-21 rs-9381862
Emergency medicine intensive care critical care Ludwig’s angina Airway compromise Le Mierre’s disease dental abscess

Kexuan Zhu, Qian Zhao, Huadi Wang, Yang Zhao

EEG signals face challenges such as a scarcity of training data, significant individual variability, and difficulties in designing neural network architectures, which severely limit the performance an...

User Modeling and User-Adapted Interaction 2026-04-21 rs-9400088
EEG emotion recognition generative adversarial network data augmentation neural architecture search

Dr. Dhananjay Vishnu Deshmukh, Dr. Santosh Yadav, Avinash Vitthalrao Aneraye

The article discusses about the reading difficulties observed and experienced by mainstream school teachers and special educators in an inclusive setup. For this purpose, responses were taken from mai...

Research Square 2026-04-21 rs-9454945
Reading Reading Difficulties Inclusive Setup Students with and without reading difficulties special educators mainstream teachers fluency comprehension recognition and pronunciation

Vincent Gbouna Zakka, Luis J. Manso, Zhuangzhuang Dai

Purpose:Human activity recognition is essential for supporting independent living. Although image-based approaches have achieved significant progress, they raise privacy concerns, and require adequate...

Research Square 2026-04-21 rs-8959065
Stochastic Edge Network Sparse Point Cloud mmWave Radar Human Activity Recognition

Jeremy Slater, Gardar Thorvardsson

The transition from effortful to automatic processing is a defining feature of skill acquisition, and converging evidence implicates theta-gamma phase-amplitude coupling as the neural signature of thi...

Research Square 2026-04-21 rs-9465047
Equilibrium Propagation Landau-Ginzburg wave field holographic readout hierarchical predictive coding backpropagation-free learning theta-gamma phase-amplitude coupling Chrono-Resonant Field Model hierarchical automaticity predictive processing Kuramoto order parameter continuous wave field computing underdamped settling dynamics photonic neural networks neuromorphic computing TIMIT speech recognition

M. Neela Harish, B Rashmi, M Srilakshmi

Sign language is characterized as natural visual-gestural language with autonomous linguistic structures, varied orthographic influences, and legal status. Despite the recent advancements in deep lear...

Scientific Reports 2026-04-21 rs-9228752
Sign Language Recognition Global Taxonomy Cross-Lingual AI Lexical Similarity Accessibility Computing Multilingual Gesture Modelling

Lida-Alkisti Xenaki, Pentagiotissa Stefanatou, Leonidas Mantonakis, George Konstantakopoulos, Stratis Alexandrou, Eirini Ralli, Alex Hatzimanolis, Stefanos Dimitrakopoulos, Rigas-Filippos Soldatos, Ilias I. Vlachos, Mirjana Selakovic, Stefania Foteli, Ioannis Kosteletos, Nikos Nianiakas, Evaggelia Psara, Aggeliki Ntigridaki, Theoni-Fani Triantafyllou, Marina Voulgaraki, Konstantinos Kollias, Nikos C. Stefanis

Background: First-episode psychosis (FEP) is a critical stage in psychotic disorders, in terms of clinical and functional outcome. Deficits in facial emotion recognition and impaired clinical insight ...

BMC Psychiatry 2026-04-21 rs-9357271
first-episode psychosis facial emotion recognition insight social functioning

Zhibo Shi, Rui Zhu, Lulu Liu, Yaru Li, Hongyan Li, Juan Tian, Le Gao

Traditional modulation recognition struggles with multi-signal coexistence and low signal-to-noise ratios. This paper proposes an integrated framework for wideband signal detection, recognition, and p...

Scientific Reports 2026-04-20 rs-9297580
Automatic Modulation Recognition Object Detection RT-DETR Spectrogram Parameter Extraction
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