Stage 6 mois - Intelligence Artificielle pour la santé en Mammographie H/F at GE Healthcare

Bucharest, Bucharest, Romania

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Not SpecifiedCompensation

InternshipExperience Level

InternshipJob Type

UnknownVisa

Healthcare, Medical ImagingIndustries

Requirements

3ème année d’école d’ingénieur (Bac + 5) ou Master II
Machine Learning, Deep Learning, mathématiques appliquées
Programmation en Python (numpy, tensorflow/keras, pytorch etc.)
Intérêt pour la recherche
Anglais courant

Responsibilities

Analyser l’état de l’art du domaine sous forme d'une étude bibliographique
Mettre en pratique de vos connaissances techniques pour le développement/optimisation d'algorithmes innovants
Définir des métriques et évaluer les performances de vos travaux de manière quantitative et qualitative
Présenter vos travaux et les résultats obtenus auprès d'experts techniques et cliniques du domaine d'application

Skills

Key technologies and capabilities for this role

PythonNumPyTensorFlowKerasPyTorchMachine LearningDeep LearningImage ClassificationObject DetectionImage SegmentationGenerative NetworksImage Registration

Questions & Answers

Common questions about this position

What qualifications are required for this internship?

Required qualifications include being in the 3rd year of an engineering school (Bac+5) or Master II, knowledge in Machine Learning, Deep Learning, applied mathematics, Python programming (numpy, tensorflow/keras, pytorch etc.), interest in research, and fluent English.

What are the main tasks during this internship?

Tasks include analyzing the state of the art through a literature review, developing and optimizing innovative algorithms, defining metrics and evaluating performance quantitatively and qualitatively, and presenting results to technical and clinical experts.

What is the duration and type of this position?

This is a 6-month full-time internship.

What does GE HealthCare's company culture emphasize?

GE HealthCare promotes inclusion and diversity as an equal opportunity employer, with decisions based without regard to national origin, ethnicity, religion, sex, sexual orientation, gender identity, age, disability, or other protected characteristics. It fosters a collaborative culture with career development opportunities and total compensation designed to motivate and support ambition.

What compensation or benefits are offered for this internship?

This information is not specified in the job description.

GE Healthcare

Healthcare technology and data analytics provider

About GE Healthcare

GE Healthcare provides a range of healthcare technologies and services aimed at improving patient care. Its main products include imaging systems, mobile diagnostic devices, patient monitoring solutions, and advanced software for data analysis. These products help medical professionals make informed decisions and enhance the efficiency of healthcare delivery. Unlike many competitors, GE Healthcare invests significantly in research and development, allocating $1 billion each year to innovate and enhance its offerings. The company’s goal is to support healthcare providers in delivering better patient outcomes, as evidenced by its technology supporting over 300,000 patients daily and managing 2 billion patient scans each year.

Chicago, IllinoisHeadquarters

1892Year Founded

N/ACompany Stage

Data & Analytics, HealthcareIndustries

10,001+Employees

Risks

Emerging AR technologies increase competition in medical imaging.

Regulatory challenges may delay AI application expansions in healthcare.

Dependence on clinical trial success for new product market positioning.

Differentiation

GE Healthcare invests $1 billion annually in R&D for product innovation.

The company supports over 300,000 patients daily with its healthcare technologies.

GE Healthcare's AIR Recon DL offers 3D motion-insensitive imaging for enhanced MRI quality.

Upsides

Acquisition of Caption Health expands AI-powered ultrasound capabilities.

Successful Phase III trial of [18F]flurpiridaz enhances coronary artery disease detection.

Collaboration with Wayra accelerates digital health innovation in EMEA.

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