AIMC Topic: Deep Learning

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An improved domain-adversarial network for predicting hemodialysis adequacy.

Biomedical physics & engineering express Aug 6, 2025
Hemodialysis (HD) is the primary life-sustaining treatment for patients with end-stage renal disease (ESRD). However, current real-time monitoring methods during dialysis are costly, complex, and not widely adopted. Therefore, this study aims to prop...
Neural Networks, Computer Deep Learning Algorithms Renal Dialysis Kidney Failure, Chronic Humans Female Male
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Strategies to Decipher Neuron Identity from Extracellular Recordings in Behaving Nonhuman Primates.

The Journal of neuroscience : the official journal of the Society for Neuroscience Aug 6, 2025
Identification of the neuron type is critical when using extracellular recordings in awake, behaving animal subjects to understand computation in neural circuits. Yet, modern recording probes have limited power to resolve neuron identity. Here, we pr...
Deep Learning Action Potentials Pursuit, Smooth Animals Neurons Male Cerebellum Wakefulness Macaca mulatta
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Mangrove species classification using a proposed ensemble U-Net model and Planet satellite imagery: A case study in Ngoc Hien district, Ca Mau province, Vietnam.

PloS one Aug 6, 2025
Land cover and plant species identification using satellite images and deep learning approaches have recently been a widely addressed area of research. However, mangroves, a specific species that have significantly declined in quantity and quality wo...
Rhizophoraceae Satellite Imagery Deep Learning Wetlands Vietnam
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MSMCE: A novel representation module for classification of raw mass spectrometry data.

PloS one Aug 6, 2025
Mass spectrometry (MS) analysis plays a crucial role in the biomedical field; however, the high dimensionality and complexity of MS data pose significant challenges for feature extraction and classification. Deep learning has become a dominant approa...
Algorithms Deep Learning Mass Spectrometry Humans
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Integrating Deep Learning and Real-Time Imaging to Visualize In Situ Self-Assembly of Self-Healing Interpenetrating Polymer Networks Formed by Protein and Polysaccharide Fibers.

ACS applied materials & interfaces Aug 5, 2025
Fibrillar protein hydrogels are promising sustainable biomaterials for biomedical applications, but their practical use is often limited by insufficient mechanical strength and stability. To address these challenges, we transformed native proteins in...
Polysaccharides Hydrogels Amyloid Apoferritins Biocompatible Materials Deep Learning
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A novel approach to smart-assisted schizophrenia screening based on Raman spectroscopy and deep learning.

Scientific reports Aug 5, 2025
In this study, serum Raman spectra are introduced into the screening of schizophrenia. We collect serum Raman spectra from schizophrenic and healthy individuals, classified them based on four convolutional neural networks, and developed an assisted s...
Male Deep Learning Schizophrenia Markov Chains Spectrum Analysis, Raman Female Adult Humans Neural Networks, Computer
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The First Seasonal Green View Index Mapping Dataset across Chinese cities powered by deep learning.

Scientific data Aug 5, 2025
Multi-temporal mapping of the Green View Index (GVI) is crucial for understanding how urban residents perceive seasonal changes in streetscape greenness. Compared to street view imagery (SVI), remote sensing data offers higher temporal frequency and ...
Remote Sensing Technology China Seasons City Planning Cities Satellite Imagery Humans Deep Learning
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Interactive 3D segmentation for primary gross tumor volume in oropharyngeal cancer.

Scientific reports Aug 5, 2025
Radiotherapy is the main treatment modality of oropharyngeal cancer (OPC), in which an accurate segmentation of primary gross tumor volume (GTVt) is essential but also challenging due to significant interobserver variability and the time consumed in ...
Oropharyngeal Neoplasms Imaging, Three-Dimensional Tumor Burden Algorithms Deep Learning Humans
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YOLO-LeafNet: a robust deep learning framework for multispecies plant disease detection with data augmentation.

Scientific reports Aug 5, 2025
Plant diseases significantly harm crops, resulting in significant economic losses across the globe. In order to reduce the harm that these diseases produce, plant diseases must be diagnosed accurately and timely manner. In this work, a YOLO-LeafNet a...
Plant Diseases Capsicum Zea mays Vitis Algorithms Image Processing, Computer-Assisted Plant Leaves Deep Learning
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Development and evaluation of deep neural networks for the classification of subtypes of renal cell carcinoma from kidney histopathology images.

Scientific reports Aug 5, 2025
Kidney cancer is a leading cause of cancer-related mortality, with renal cell carcinoma (RCC) being the most prevalent form, accounting for 80-85% of all renal tumors. Traditional diagnosis of kidney cancer requires manual examination and analysis of...
Algorithms Deep Learning Image Processing, Computer-Assisted Humans Neural Networks, Computer Carcinoma, Renal Cell Kidney Kidney Neoplasms
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