Emmanuel Cohen

Data Scientist - Medical Computer Vision, PhD

Moves to Vincennes, Paris

  • 48.8479
  • 2.43904
  • Indicative rate €670 / day
  • Experience 2-7 years
  • Response rate 100%
  • Response time 1h
Propose a project The project will only begin when you accept Emmanuel's quote.

Confirmed availability

Propose a project The project will only begin when you accept Emmanuel's quote.

Location and geographical scope

Location
Vincennes, France
Can work in your office at
  • Vincennes and 50km around
  • Paris and 10km around

Preferences

Project length
  • ≤ 1 month
  • Between 1-3 months
  • Between 3-6 months
  • ≥ 6 months
Business sector
  • Pharmaceuticals
  • Medical field
  • Health, Wellness & Fitness
  • Biotechnology
  • High Tech
+3 autres

Verifications

Languages

  • Français

    Native or bilingual

  • Anglais

    Full professional proficiency

Categories

Skills (28)

Emmanuel in a few words

PhD en mathématiques appliquées au traitement d'images. Secteurs du médical, biologie, industrie pharmaceutique, cosmétique.
Passionné et expert dans le domaine de l'intelligence artificielle appliquée à la science des images.
Mot-clés: IA, data science, computer vision, deep learning, machine learning, big data, image analysis, medical imaging, python, C++, Matlab, applied mathematics, image processing, ...

Experience

DAMAE Medical

Medical field

Data Scientist, R&D Medical Imaging

Région de Paris, France

February 2019 - October 2020

Image processing and computer vision algorithms development for cosmetic and medical skin image analysis. DAMAE develops an innovative imaging technology called LC-OCT based on optical coherence tomography.

- 2D and 3D image segmentation: deep/machine learning, mathematical morphology, differential geometry, minimal path extraction, contour detection, multi-threading, GPU computing, ...

- Image enhancement, image denoising.

- Integration of the developed algorithms into a new designed user-friendly software.

- Design of quantitative metrics to characterize skin tissues.

- Management of projects for the cosmetic industry: writing and communication of skin data analysis reports.

- Supervision of PhD students and interns.

Inserm

Medical field

Computer Vision Research Scientist - Bio/Medical Imaging

Région de Paris, France

October 2015 - December 2018

PhD research in image processing and computer vision applied to new ultrafast ultrasound biological and medical 2D and 3D data. Developed within the Langevin Institute, ultrafast ultrasound is a new imaging technique allowing the observation of blood flows with a very fine resolution and no contrast agent.

- Creation of a neuronavigation system for preclinical brain imaging applications: image registration, accelerated by multi-threading and CUDA computing.

- 2D and 3D image segmentation algorithms development for modeling and quantification of vascular networks: minimal path extraction, Fast-Marching algorithm, vascular structures filtering.

- Development of methods for tumor analysis and monitoring in rodents: point cloud registration; deformable models.

Université Paris Dauphine

Education & E-learning

Assistant Teacher - Python

Région de Paris, France

October 2015 - October 2018

Introduction to numerical methods of linear and non-linear systems: tutorials and practical implementation (Python). Introduction to probability and statistics.
  • Python
  • Mathématiques appliquées
  • Statistiques

Technion - Israel Institute of Technology

High Tech

Image Processing MSc Researcher

Haïfa, Israël

January 2011 - January 2014

MSc research in image processing and computer vision applied to texture enhancement. Use of the anisotropic diffusion partial differential equation, inspired from physics, to denoise textures images, while preserving high frequencies with a wavelet-based potential.

OCTO Technology - OCTO Technology

High Tech

iOS Developer

Région de Paris, France

July 2011 - September 2011

Development of a user-friendly mobile application for iPhone

1 Malt mission

    (1 rating)

    Sarah - Parapharmacie du Vieux Pays

    15/10/20

    Emmanuel nous a développés une solution qui a révolutionné notre capacité à générer rapidement nos affiches. Le logiciel a été livré très rapidement, facile d'utilisation, et exactement ce dont nous avions besoin. Je recommande vivement Emmanuel pour son sérieux et son expertise !

    David Siret - DAMAE Medical

    9/30/2020

    Emmanuel a joué un rôle essentiel dans le développement de nombreux algorithmes en computer vision au sein de DAMAE Medical. Depuis la conception d'algorithmes de traitement d'images jusqu'aux derniers modèles de deep learning, il a réussi à rapidement intégrer, au sein d'une suite logicielle, un large panel d'outils visant à segmenter, analyser et quantifier nos images LC-OCT 3D. Je recommande vivement ses compétences en tant qu'expert computer vision !

    Education

    Certifications

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