AIMC Topic: Algorithms

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A genetic algorithm-based ensemble model for efficiently identifying interleukin 6 inducing peptides.

Scientific reports Jul 1, 2025
Interleukin-6 (IL-6) is a cytokine with diverse biological activities that contribute to a variety of physiologic and immune responses. IL-6-inducing peptides are the short protein fragments that are critical for playing a contributing role in biolog...
Algorithms Genetic Algorithms Deep Learning Humans Machine Learning Computational Biology Interleukin-6 Peptides
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Trimodal machine learning based biometrics system.

Scientific reports Jul 1, 2025
Biometrics-based authentication systems have recently been considered as one of the safest methods to secure our data or possessions. In the literature, the solutions based on one or two measurable traits are broadly described. There was also claim t...
Fingers Biometric Identification Humans Biometry Dermatoglyphics Neural Networks, Computer Machine Learning Algorithms
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Deep learning for smartphone-aided detection system of Helicobacter Pylori in gastric biopsy.

Scientific reports Jul 1, 2025
Helicobacter pylori (HP) have chronically infected more than half of the world's population and is a cause of chronic gastritis, peptic ulcers and gastric carcinoma. The manual detection of HP in a glass slide with a microscope is extremely time-cons...
Helicobacter Infections Helicobacter pylori Stomach Smartphone Algorithms Biopsy Diagnosis, Computer-Assisted Deep Learning Humans
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Artificial intelligence-driven label-free detection of chronic myeloid leukemia cells using ghost cytometry.

Scientific reports Jul 1, 2025
Early diagnosis and treatment initiation of chronic myeloid leukemia (CML) are considered to increase the rate of deep molecular response. However, the early diagnosis of CML is challenging due to the absence of clinical symptoms and peripheral blood...
Humans Artificial Intelligence Algorithms Machine Learning Female Protein Kinase Inhibitors Male Fusion Proteins, bcr-abl Flow Cytometry Leukemia, Myelogenous, Chronic, BCR-ABL Positive
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Comprehensive datasets for RNA design, machine learning, and beyond.

Scientific reports Jul 1, 2025
RNA molecules are essential in regulating biological processes such as gene expression, cellular differentiation, and development. Accurately predicting RNA secondary structures and designing sequences that fold into specific configurations remain si...
Algorithms Nucleic Acid Conformation Machine Learning Computational Biology RNA
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Enhanced schizophrenia detection using multichannel EEG and CAOA-RST-based feature selection.

Scientific reports Jul 1, 2025
Schizophrenia is a mental disorder characterized by hallucinations, delusions, disorganized thinking and behavior, and inappropriate affect. Early and accurate diagnosis of schizophrenia remains a challenge due to the disorder's complex nature and th...
Electroencephalography Signal Processing, Computer-Assisted Schizophrenia Adult Male Support Vector Machine Algorithms Female Humans
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Towards decoding motor imagery from EEG signal using optimized back propagation neural network with honey badger algorithm.

Scientific reports Jul 1, 2025
The importance of using Brain-Computer Interface (BCI) systems based on electro encephalography (EEG) signal to decode Motor Imagery(MI) is very impressive because of the possibility of analyzing and translating brain signals related to movement inte...
Electroencephalography Signal Processing, Computer-Assisted Brain-Computer Interfaces Algorithms Brain Movement Imagination Humans Neural Networks, Computer
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Design of Block-Scrambling-Based privacy protection mechanism in healthcare using fusion of transfer learning models with Hippopotamus optimization algorithm.

Scientific reports Jul 1, 2025
In the human body, the skin is the main organ. Nearly 30-70% of individuals globally have skin-related health issues, for whom efficient and effective analysis is essential. A general method dermatologists use for analyzing skin illnesses is dermosco...
Humans Machine Learning Algorithms Diagnosis, Computer-Assisted Computer Security Skin Neoplasms Dermoscopy
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Prediction of cardiovascular diseases based on GBDT+LR.

Scientific reports Jul 1, 2025
Currently, there are over 300 million patients with cardiovascular diseases in China. With the acceleration of population aging, the impact of cardiovascular diseases is becoming increasingly severe. Accurately and efficiently predicting the potentia...
Algorithms Support Vector Machine Cardiovascular Diseases Decision Trees China Logistic Models Risk Assessment Humans
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STIED: a deep learning model for the spatiotemporal detection of focal interictal epileptiform discharges with MEG.

Scientific reports Jul 1, 2025
Magnetoencephalography (MEG) allows the non-invasive detection of interictal epileptiform discharges (IEDs). Clinical MEG analysis in epileptic patients traditionally relies on the visual identification of IEDs, which is time consuming and partially ...
Humans Neural Networks, Computer Algorithms Deep Learning Epilepsies, Partial Magnetoencephalography Adult Female Male
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