AIMC Journal:
Scientific reports

Showing 771 to 780 of 5361 articles

Leveraging swin transformer with ensemble of deep learning model for cervical cancer screening using colposcopy images.

Scientific reports Mar 6, 2025
Cervical cancer (CC) is the leading cancer, which mainly affects women worldwide. It generally occurs from abnormal cell evolution in the cervix and a vital functional structure in the uterus. The importance of timely recognition cannot be overstated...
Colposcopy Uterine Cervical Neoplasms Deep Learning Early Detection of Cancer Humans Female
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A deep learning approach to understanding controlled ovarian stimulation and in vitro fertilization dynamics.

Scientific reports Mar 6, 2025
Infertility, recognized by the World Health Organization (WHO) as a disease affecting the male or female reproductive system, presents a global challenge due to its impact on one in six individuals worldwide. Given the high prevalence of infertility ...
Fertility Humans Female Ovulation Induction Deep Learning Menstrual Cycle Adult Fertilization in Vitro Male
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Prediction of the packaging chemical migration into food and water by cutting-edge machine learning techniques.

Scientific reports Mar 6, 2025
Chemicals transfer from the packaging materials and their dissolution in food and water can create health risks. Due to the costly and time-intensive nature of experimental measurements, employing artificial intelligence (AI) methodologies is benefic...
Water Food Packaging Food Contamination Neural Networks, Computer Machine Learning Algorithms
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Hybrid feature optimized CNN for rice crop disease prediction.

Scientific reports Mar 6, 2025
The agricultural industry significantly relies on autonomous systems for detecting and analyzing rice diseases to minimize financial and resource losses, reduce yield reductions, improve processing efficiency, and ensure healthy crop production. Adva...
Oryza Crops, Agricultural Plant Diseases Deep Learning Image Processing, Computer-Assisted Neural Networks, Computer Plant Leaves Algorithms
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Proposing a machine learning-based model for predicting nonreassuring fetal heart.

Scientific reports Mar 6, 2025
The capacity to forecast nonreassuring fetal heart (NFH) is essential for minimizing perinatal complications; therefore, this research aims to establish if a machine learning (ML) model can predict NFH. This was a retrospective analysis of informatio...
Humans Machine Learning Retrospective Studies ROC Curve Gestational Age Infant, Newborn Fetal Heart Pregnancy Adult Female Male
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Prediction of malnutrition in kids by integrating ResNet-50-based deep learning technique using facial images.

Scientific reports Mar 6, 2025
In recent times, severe acute malnutrition (SAM) in India is considered a serious issue as per UNICEF 2022 records. In that record, 35.5% of children under age 5 are stunted, 19.3% are wasted, and 32% are underweight. Malnutrition, defined as these t...
Image Processing, Computer-Assisted Body Mass Index Malnutrition Face Child, Preschool Child India Infant Deep Learning Humans Female Male
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Hyperspectral discrimination of vegetable crops grown under organic and conventional cultivation practices: a machine learning approach.

Scientific reports Mar 6, 2025
A verifiable and regional level method for mapping crops cultivated under organic practices holds significant promise for certifying and ensuring the quality of farm products marketed as organic. The prevailing method for the identification of organi...
Crops, Agricultural Hyperspectral Imaging Solanum melongena Remote Sensing Technology Vegetables Organic Agriculture Machine Learning India
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Rethinking model prototyping through the MedMNIST+ dataset collection.

Scientific reports Mar 5, 2025
The integration of deep learning based systems in clinical practice is often impeded by challenges rooted in limited and heterogeneous medical datasets. In addition, the field has increasingly prioritized marginal performance gains on a few, narrowly...
Algorithms Databases, Factual Deep Learning Humans Neural Networks, Computer Image Processing, Computer-Assisted Datasets as Topic
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Deep learning for hepatocellular carcinoma recurrence before and after liver transplantation: a multicenter cohort study.

Scientific reports Mar 5, 2025
Hepatocellular carcinoma (HCC) recurrence after liver transplantation (LT) is a major contributor to mortality. We developed a recurrence prediction system for HCC patients before and after LT. Data from patients with HCC who underwent LT were retros...
Carcinoma, Hepatocellular Neoplasm Recurrence, Local Liver Transplantation China Liver Neoplasms Risk Factors Aged Humans Male Adult Retrospective Studies Middle Aged Female Deep Learning
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Embodied design for enhanced flipper-based locomotion in complex terrains.

Scientific reports Mar 5, 2025
Robots are becoming increasingly essential for traversing complex environments such as disaster areas, extraterrestrial terrains, and marine environments. Yet, their potential is often limited by mobility and adaptability constraints. In nature, vari...
Gait Locomotion Turtles Biomechanical Phenomena Animals Robotics
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