Stagiaire ingénieur(e) de recherche développement (H/F) Modèle génératif d'images : synthèse de lésions at GE Healthcare

Bucharest, Bucharest, Romania

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Not SpecifiedCompensation

InternshipExperience Level

InternshipJob Type

UnknownVisa

Healthcare, Medical ImagingIndustries

Requirements

En cours de Master 2 / dernière année du cycle ingénieur
Machine learning
Mathématiques appliquées
Python, PyTorch, Tensorflow
Autonomie, esprit d’analyse
Passion pour développer

Responsibilities

Réaliser l’état de l’art des méthodes génératives : GAN / Diffusion / VAE/ Transformer…
Proposer et implémenter des méthodes de synthèses d’images pertinentes
Passer le test de Turing sur une évaluation en aveugle des lésions synthétisées
Evaluer le modèle obtenu et la méthode sur des applications de détection ou segmentation de lésions

Skills

Key technologies and capabilities for this role

Diffusion ModelsGANVAETransformer3D Image SynthesisMedical ImagingCTMRSegmentationDetectionPyTorchTensorFlow

Questions & Answers

Common questions about this position

What is the location for this internship position?

The position is based at the European headquarters of GE Healthcare in Buc (78, near Versailles), accessible by RER C or line N.

What are the required qualifications and skills for this role?

Candidates must be in their Master 2 or final year of engineering cycle, with skills in machine learning, applied mathematics, Python, PyTorch, Tensorflow, along with autonomy, analytical mindset, and passion for development.

What does the team and work environment look like?

You will join the Advantage Visualization team at GE Healthcare's European headquarters in Buc (78), specialized in developing advanced applications in medical imaging.

What is the compensation or salary for this internship?

This information is not specified in the job description.

What makes a strong candidate for this internship?

Strong candidates are in Master 2 or final year engineering students with expertise in machine learning, applied math, Python/PyTorch/Tensorflow, demonstrating autonomy, analytical skills, and passion for development.

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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