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Machine Learning and Knowledge Discovery

INESC-ID · Rua Alves Redol 9, 1000-029 Lisboa, Portugal

INESC-IDInstituto Superior TécnicoELLIS Lisbon

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30 results

Improving Medical Image Segmentation through Human Feedback and Reward Modeling
Dissertation match 57%
Efficient Algorithms for Medical Image Segmentation
Dissertation match 51%
Application of Deep Learning Techniques to the Diagnosis of Medical Images
Dissertation match 50%
Neural Models for Generating Clinically Accurate Chest X-Ray Reports
Dissertation match 48%
Pathological Analysis of Tissues using Deep Neural Networks
Dissertation match 48%
Biologically inspired CNNs for Medical Imaging tasks
Dissertation match 46%
Stenosis detection in coronary X-ray angiographies
Dissertation match 44%
Using sequences of coronary angiograms to quantify the severity of stenosis
Dissertation match 40%
Using a Siamese Network to Accurately Detect Ischemic Stroke in Computed Tomography Scans
Dissertation match 37%
Automatic Annotation of Unstructured Fields in Medical Databases
Dissertation match 37%
Enhancing Fine-Grained Perceptual Understanding of Scientific Graphs in Vision Language Models
Dissertation match 36%
Old photo and image restoration using deep learning techniques
Dissertation match 34%
Deep Convolutional Encoder-Decoder Architectures for Clinically Relevant Coronary Artery Segmentation
Dissertation match 33%
Automated Assessment of Coronary Artery Stenosis in X-ray Angiography using Deep Neural Networks
Dissertation match 33%
MyWatson: A system for interactive acess of personal records
Dissertation match 32%
Adaptive Early Vision Networks: Learning Biologically Constrained Front-Ends for Robust Visual Recognition
Dissertation match 31%
Multimodal Document Representation Learning
Dissertation match 31%
Applying Deep Learning to Medical Images
Dissertation match 30%
Unmixing mass spectra using machine learning for species identification
Dissertation match 29%
Using biological features to improve deep neural network models for vision
Dissertation match 28%
AI-Driven Pulmonary Function Analysis for Respiratory Screening
Dissertation match 26%
Operation log monitoring using machine learning
Dissertation match 26%
Stroke Segmentation from Computed Tomography scans
Dissertation match 26%
Representation learning of animal behavior
Dissertation match 25%
Towards Improving Ischemic Stroke Functional Outcome Prediction with Computed Tomography Brain Scans Using Deep Learning
Dissertation match 25%
Using graph embeddings to explore deep neural network architectures
Dissertation match 25%
Using Knowledge Graphs to model Digital Footprints
Dissertation match 20%
Multi-Modal Autoencoder Framework for Predicting Plasma Proteome from Genomic Data Using AlphaGenome
Dissertation match 19%
Transaction-Based Entity Monitoring in a Client Due Diligence Context
Dissertation match 19%
Imputation Techniques for Clinical Data of Ischemic Stroke Patients
Dissertation match 18%