艾克斯马赛大学PhD positions in Development of interactive expert software stratifying the risk of lung cancer diagnosis申请条件要求-申请方
主办方
艾克斯马赛大学
PhD直招介绍
RESEARCHER PROFILE: PhD/ R1: First stage Researcher
RESEARCH FIELD(S)1: Mathematics / Computer science / Engineering
MAIN SUB RESEARCH FIELD OR DISCIPLINES1: Medical sciences, Information sciences, Psychological sciences
JOB /OFFER DESCRIPTION
COMPO Team
The ambition of the COMPO Inria-Inserm joint project-team is to develop novel mathematical models integrating data available in clinical oncology (from clinical trials and routine care), in order to provide decision-making tools to medical oncologists, thoracic surgeons and preventive oncology staff. The main goals are: 1) to develop personalized medicine and 2) to optimize the design of scheduling regimen for combinatorial clinical trials. To achieve these, the team uniquely gathers mathematicians, pharmacologists, medical oncologists and surgeons. It is integrated in the Center of Cancer Research of Marseille (Inserm U1068, CNRS UMR7258, Aix-Marseille Université UM105, Institut Paoli-Calmettes) and located in the La Timone Health Science campus of the University Hospitals of Marseille (AP-HM), close to the INCa-labeled center for early phase clinical trials (CLIP2). This joint project-team, built on strong expertise in mathematical modeling, pharmacometrics and experimental and clinical oncology, is committed to develop novel methodologies combining mechanistic and statistical modeling to be ultimately applied at bedside.
The PhD theme and datasets
The aim of the PhD will be to develop and validate clinically usable predictive and mechanistic models of lung cancer development and recurrence in the setting of lung cancer screening, early stage diagnosis and treatment conceptualized in lung cancer interception. This project builds on already existing databases and ongoing prospective projects integrating high dimension clinical, imaging and biological longitudinal phenotyping. The PREVALUNG, PREVALUNG ETOILE and PREVALUNG BIOCEPTION are 3 intertwined projects respectively funded by the National Institute against cancer (INCa), Aix-Marseille University Fundation for Excellence (A*midex) and the European commission (PREVAUNG EU, Horizon Europe Program). The PREVALUNG studies are recruiting 2750 participants with 3 rounds of lung cancer screening including baseline and longitudinal multimonal phenotyping.
Further validation will be possible harnessing a real life population based prospective study reporting regional data on lung cancer screening, early diagnosis and multimodal treatments, named DATALUNG PACA.
Direct mentoring
The PhD student will be mentored by a senior data scientist / mathematician (Pr D Barbolosi) and by a thoracic surgeon (Pr D Boulate, PI of PREVALUNGs and DATALUNG PACA studies).
The Main activities will be:
Review of the literature
Benchmark of existing methods
Development of novel ML algorithms
Application to the data and biological and clinical questions
ML modeling of longitudinal imaging data
Writing scientific publications
Additional activities will be:
Continuous integration / continuous deployment of the code
Data visualization
Statistical reporting to the partners
More info at: Website: https://team.inria.fr/compo/
TYPE OF CONTRACT: TEMPORARY / JOB STATUS: FULL TIME
APPLICATION DEADLINE: 20/06/2024 08:00 AM
ENVISAGED STARTING DATE: 01/10/2024
ENVISAGED DURATION: 36 months
JOB NOT FUNDED THROUGH AN EU RESEARCH FRAMEWORK PROGRAMME
WORK LOCATION(S):
Computational Oncology (COMPO) Inria – Inserm – Faculté de Pharmacie, Aix-Marseille Université – Campus Timone – 27, boulevard Jean Moulin, 13005 Marseille
Department of thoracic surgery – Hôpital Nord – Chemin des Bourrely, 13015 Marseille
Additional information: The Euraxess Center of Aix-Marseille Université informs foreign visiting professors, researchers, postdoc and PhD candidates about the administrative steps to be undertaken prior to arrival at AMU and the various practical formalities to be completed once in France: visas and entry requirements, insurance, help finding accommodation, support in opening a bank account, etc. More information on AMU EURAXESS Portal( https://euraxess.univ-amu.fr/en )
艾克斯马赛大学 PhD positions in Development of interactive expert software stratifying the risk of lung cancer diagnosis项目有没有奖学金，是不是全奖Phd招生，下面我们一起看一下【大学名称】Phd的奖学金资助情况
项目资助情况
WHAT WE OFFER:
A three-year PhD contract with the following salary:
Gross Salary per month: 2 100 € in 2024
Gross Salary per month: 2 200 € in 2025
Gross Salary per month: 2 300 € in 2026 and onward
艾克斯马赛大学Phd申请条件和要求都有哪些？PhD positions in Development of interactive expert software stratifying the risk of lung cancer diagnosis项目是不是全奖？有没有奖学金？下面我们一起看一下艾克斯马赛大学申请Phd直招需要具备哪些条件和要求，以及托福、雅思语言成绩要到多少才能申请。
申请要求
QUALIFICATIONS, REQUIRED RESEARCH FIELDS, REQUIRED EDUCATION LEVEL, PROFESSIONAL SKILLS, OTHER RESEARCH REQUIREMENTS
Excellent programing skills (R/python)
Familiarity with real-world data analysis
Excellent background in statistics
Excellent background in statistical/machine learning
Experience in computer vision is a plus
Strong motivation for medical and societal applications of computational methods
Knowledge of biology and/or medicine is a plus
Ability to work both independently and as a team, good relational skills
French or English speaking
Intermediate academic writing skills
Intermediate oral presentation skills
Soft skills: Autonomy, Teamwork, Analytical and critical thinking, Listening and observing, Empathy, Flexibility and adaptability, Linguistics, communicative and plurilingual, Co-operation, Conflict-resolution. Required languages: French and English.
报名方式
申请链接
联系人
姓名：Pr D Barbolosi
邮箱：Dominique.barbolosi@univ-amu.fr
招生人信息
Pr D Boulate
邮箱：david.boulate@ap-hm.fr
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