Partagez sur
STAGE Intern - Machine Learning in Healthcare
Date de mise à jour de l’offre
MOON SURGICAL :
At Moon Surgical SAS, we are challenging the status quo of surgical robotics. With leaps forward in hardware, software, data and design, we are building a platform like nothing ever done before. It is a platform that gives surgeons complete control of the operating room while enhancing their abilities in each procedure.
Description de la mission
Your Core Responsibilities
You will design and implement image recognition algorithms using machine learning and deep learning frameworks. You will also be responsible of organizing and maintaining large training, validation and test datasets.
Your Day-to-day Activities
Data organization on laparoscopic procedures :
- Annotate videos of surgical procedures to extract visual and semantic information
- Organize data in order to create training, validation and test datasets
- Create, maintain and document workflow for data annotation
Deep Learning/Robotics
- Develop novel computer vision algorithms using CNN’s (Convolutional Neural Networks) to address challenges of robotic assisted laparoscopic surgery
- Interface DL/CV algorithms with the robotic platform under development at Moon Surgical
- Document performances on the different CNNs and propose improvements to data annotations and CNN models
You will design and implement image recognition algorithms using machine learning and deep learning frameworks. You will also be responsible of organizing and maintaining large training, validation and test datasets.
Your Day-to-day Activities
Data organization on laparoscopic procedures :
- Annotate videos of surgical procedures to extract visual and semantic information
- Organize data in order to create training, validation and test datasets
- Create, maintain and document workflow for data annotation
Deep Learning/Robotics
- Develop novel computer vision algorithms using CNN’s (Convolutional Neural Networks) to address challenges of robotic assisted laparoscopic surgery
- Interface DL/CV algorithms with the robotic platform under development at Moon Surgical
- Document performances on the different CNNs and propose improvements to data annotations and CNN models
Profil recherché
- Engineering degree or Graduate student in computer science (AI, medical imaging)
- Looking for a 6 month internship
- Deep interest in machine learning algorithms and methodologies
- Deep interest in medical and/or robotic applications
- Looking for a 6 month internship
- Deep interest in machine learning algorithms and methodologies
- Deep interest in medical and/or robotic applications
Niveau de qualification requis
Bac + 4/5 et +
Les offres de stage ou de contrat sont définies par les recruteurs eux-mêmes.
En sa qualité d’hébergeur dans le cadre du dispositif des « 100 000 stages », la Région Île-de-France est soumise à un régime de responsabilité atténuée prévu aux articles 6.I.2 et suivants de la loi n°2204-575 du 21 juin 2004 sur la confiance dans l’économie numérique.
La Région Île-de-France ne saurait être tenue responsable du contenu des offres.
Néanmoins, si vous détectez une offre frauduleuse, abusive ou discriminatoire vous pouvez la signaler
en cliquant sur ce lien.
-
EmployeurMOON SURGICAL
-
Secteur d’activité de la structureEmploi - Economie - Innovation - Numérique
-
Effectif de la structureDe 0 à 10 salariés
-
Site internet de la structurehttp://www.moonsurgical.com
-
Type de stage ou contratStage pour lycéens et étudiants en formation initiale
-
Date prévisionnelle de démarrage
-
Durée du stage ou contratPlus de 4 mois et jusqu'à 6 mois
-
Le stage est-il rémunéré ?Oui
-
Niveau de qualification requis
Bac + 4/5 et + -
Lieu du stageMultiburo Paris Opéra
13 Rue Taitbout
75009 PARIS 9E ARRONDISSEMENT -
Accès et transportsMétro 3,7,8,9