DATA SCIENCE – PYTHON

1. A Machine Learning and Optimization Framework for the Early Diagnosis of Bovine Respiratory Disease
2. Agent-Based Modelling of Malaria Transmission
3. An Improved Medical Image Compression Method Based on Wavelet Difference Reduction
4. Anchor-Free Feature Aggregation Network for Instrument Detection in Endoscopic Surgery
5. Applying One-Class Algorithms for Data Stream-Based Insider Threat Detection
6. Assessing Inter-Annotator Agreement for Medical Image Segmentation
7. Attack Detection for Medical Cyber-Physical Systems: A Systematic Literature Review
8. Bone Stick Image Classification Study Based on C3CA Attention Mechanism Enhanced Deep Cascade Network
9. Brain Age Prediction Based on Resting-State Functional MRI Using Similarity Metric Convolutional Neural Network
10. Brain Tumor Detection and Multi-Grade Segmentation Through Hybrid Caps-VGGNet Model
11. BSANet High-Performance 3D Medical Image Segmentation
12. Classification and Localization of Multi-Type Abnormalities on Chest X-Rays Images
13. Classification and Prediction of Driver’s Mental Workload Based on Long Time Sequences and Multiple Physiological Factors
14. Classification of Diabetic Retinopathy Disease Levels by Extracting Topological Features Using Graph Neural Networks
15. Classification of Hemorrhage Using Priori Information of Electrode Arrangement With Electrical Impedance Tomography
16. Classification of Polyps in Endoscopic Images Using Self-Supervised Structured Learning
17. Clinical Errors From Acronym Use in Electronic Health Record: A Review of NLP-Based Disambiguation Techniques
18. Computer Aided Diagnosis for Gastrointestinal Cancer Classification Using Hybrid Rice Optimization With Deep Learning
19. Conditional Generative Adversarial Network Model for Conversion of 2 Dimensional Radiographs into 3 Dimensional Views
20. Crop Response to Disease and Water Scarcity Quantified by Normalized Difference Latent Heat Index
21. Data Augmentation Based on Generative Adversarial Networks for Endoscopic Image Classification
22. Deep Cleaner: A Few Shot Image Dataset Cleaner Using Supervised Contrastive Learning
23. Deep Learning-Based Multi-Modal Ensemble Classification Approach for Human Breast Cancer Prognosis
24. DeepCurvMRI: Deep Convolutional Curvelet Transform-Based MRI Approach for Early Detection of Alzheimer’s Disease
25. Design and Development of an Efficient Risk Prediction Model for Cervical Cancer
26. Detection of Alzheimer Disease on Online Handwriting Using 1D Convolutional Neural Network
27. Effective Feature Engineering Technique for Heart Disease Prediction With Machine Learning
28. Enhancing Breast Cancer Classification in Histopathological Images through Federated Learning Framework
29. Explainable Artificial Intelligence (XAI) Models for Early Prediction of Parkinson’s Disease Based on Spiral and Wave Drawings
30. Failure to Achieve Domain Invariance With Domain Generalization Algorithms: An Analysis in Medical Imaging
31. Fusion of Textural and Visual Information for Medical Image Modality Retrieval Using Deep Learning-Based Feature Engineering
32. Gated Deep Reinforcement Learning With Red Deer Optimization for Medical Image Classification
33. HarDNet and Dual-Code Attention Mechanism Based Model for Medical Images Segmentation
34. Improved Prostate Biparameter Magnetic Resonance Image Segmentation Based on Def-UNet
35. Interpretation of Magnetic Resonance Images of Temporomandibular Joint Disorders by Using Deep Learning
36. Learning From Multiple Expert Annotators for Enhancing Anomaly Detection in Medical Image Analysis
37. Leveraging Brain MRI for Biomedical Alzheimer’s Disease Diagnosis Using Enhanced Manta Ray Foraging Optimization Based Deep Learning
38. Leveraging Regression Analysis to Predict Overlapping Symptoms of Cardiovascular Diseases
39. Looking Closer to the Transferability Between Natural and Medical Images in Deep Learning
40. Lung-RetinaNet: Lung Cancer Detection Using a RetinaNet With Multi-Scale Feature Fusion and Context Module
41. Malaria Disease Cell Classification With Highlighting Small Infected Regions
42. Medical Image Segmentation Based on Transformer and HarDNet Structures
43. Medical Ultrasound Image Segmentation With Deep Learning Models
44. Microwave Reflectometry Sensing System for Low-Cost in-vivo Skin Cancer Diagnostics
45. Modified Salp Swarm Algorithm With Deep Learning Based Gastrointestinal Tract Disease Classification on Endoscopic Images
46. Multi-Class Retinal Diseases Detection Using Deep CNN With Minimal Memory Consumption
47. Multi-View Computed Tomography Network for Osteoporosis Classification
48. Oppositional Jellyfish Search Optimizer With Deep Transfer Learning Enabled Secure Content-Based Biomedical Image Retrieval
49. Performance Improvement of Deep Learning Based Multi-Class ECG Classification Model Using Limited Medical Dataset
50. Skin Medical Image Captioning Using Multi-Label Classification and Siamese Network