AIMC Topic: Deep Learning

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A deep learning strategy to identify cell types across species from high-density extracellular recordings.

Cell Feb 28, 2025
High-density probes allow electrophysiological recordings from many neurons simultaneously across entire brain circuits but fail to reveal cell type. Here, we develop a strategy to identify cell types from extracellular recordings in awake animals an...
Optogenetics Purkinje Cells Mice Rats Mice, Inbred C57BL Neurons Cerebellum Interneurons Animals Male Deep Learning
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Toward a rapid, sensitive, user-friendly, field-deployable artificial intelligence tool for enhancing African swine fever diagnosis and reporting.

American journal of veterinary research Feb 28, 2025
OBJECTIVE: African swine fever (ASF) is a lethal and highly contagious transboundary animal disease with the potential for rapid international spread. Lateral flow assays (LFAs) are sometimes hard to read by the inexperienced user, mainly due to the ...
African Swine Fever Swine Deep Learning Smartphone Artificial Intelligence Sensitivity and Specificity Animals
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DER-GCN: Dialog and Event Relation-Aware Graph Convolutional Neural Network for Multimodal Dialog Emotion Recognition.

IEEE transactions on neural networks and learning systems Feb 28, 2025
With the continuous development of deep learning (DL), the task of multimodal dialog emotion recognition (MDER) has recently received extensive research attention, which is also an essential branch of DL. The MDER aims to identify the emotional infor...
Semantics Pattern Recognition, Automated Deep Learning Convolutional Neural Networks Emotions Humans Neural Networks, Computer Algorithms
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Deep Reinforcement Learning in Human Activity Recognition: A Survey and Outlook.

IEEE transactions on neural networks and learning systems Feb 28, 2025
Human activity recognition (HAR) is a popular research field in computer vision that has already been widely studied. However, it is still an active research field since it plays an important role in many current and emerging real-world intelligent s...
Humans Human Activities Reinforcement, Psychology Reinforcement Machine Learning Neural Networks, Computer Deep Learning Pattern Recognition, Automated
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Enhanced U-Net for Infant Brain MRI Segmentation: A (2+1)D Convolutional Approach.

Sensors (Basel, Switzerland) Feb 28, 2025
BACKGROUND: Infant brain tissue segmentation from MRI data is a critical task in medical imaging, particularly challenging due to the evolving nature of tissue contrasts in the early months of life. The difficulty increases as gray matter (GM) and wh...
Gray Matter White Matter Convolutional Neural Networks Infant Magnetic Resonance Imaging Humans Spatio-Temporal Analysis Imaging, Three-Dimensional Cerebrospinal Fluid Deep Learning Image Processing, Computer-Assisted Datasets as Topic Brain
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A Comparative Study of Plantar Pressure and Inertial Sensors for Cross-Country Ski Classification Using Deep Learning.

Sensors (Basel, Switzerland) Feb 28, 2025
This work presents a comparative study of low cost and low invasiveness sensors (plantar pressure and inertial measurement units) for classifying cross-country skiing techniques. A dataset was created for symmetrical comparative analysis, with data c...
Humans Skiing Biomechanical Phenomena Pressure Deep Learning Accelerometry Foot
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GPC-YOLO: An Improved Lightweight YOLOv8n Network for the Detection of Tomato Maturity in Unstructured Natural Environments.

Sensors (Basel, Switzerland) Feb 28, 2025
Effective fruit identification and maturity detection are important for harvesting and managing tomatoes. Current deep learning detection algorithms typically demand significant computational resources and memory. Detecting severely stacked and obscu...
Fruit Neural Networks, Computer Deep Learning Algorithms Solanum lycopersicum
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Deep Learning-Based Electrocardiogram Model (EIANet) to Predict Emergency Department Cardiac Arrest: Development and External Validation Study.

Journal of medical Internet research Feb 28, 2025
BACKGROUND: In-hospital cardiac arrest (IHCA) is a severe and sudden medical emergency that is characterized by the abrupt cessation of circulatory function, leading to death or irreversible organ damage if not addressed immediately. Emergency depart...
Aged Adult Male Humans Triage Middle Aged Female Emergency Service, Hospital Deep Learning Heart Arrest Electrocardiography
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Preoperative diagnosis of meningioma sinus invasion based on MRI radiomics and deep learning: a multicenter study.

Cancer imaging : the official publication of the International Cancer Imaging Society Feb 28, 2025
OBJECTIVE: Exploring the construction of a fusion model that combines radiomics and deep learning (DL) features is of great significance for the precise preoperative diagnosis of meningioma sinus invasion.
Adult Radiomics Male Female Aged Magnetic Resonance Imaging Neoplasm Invasiveness Preoperative Care Middle Aged Deep Learning ROC Curve Humans Retrospective Studies Cranial Sinuses Meningioma Meningeal Neoplasms
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Integrating convolutional layers and biformer network with forward-forward and backpropagation training.

Scientific reports Feb 28, 2025
Accurate molecular property prediction is crucial for drug discovery and computational chemistry, facilitating the identification of promising compounds and accelerating therapeutic development. Traditional machine learning falters with high-dimensio...
Algorithms Drug Discovery Deep Learning Humans Neural Networks, Computer
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