プロフィール詳細

プロジェクトを作成

★★★★★

☆☆☆☆☆

★★★★★

☆☆☆☆☆

Dr. Mark P.に依頼

Netherlands

Data science, machine learning, medical imaging, physicist. 15+yrs clinical research. Medical device development.

プロフィール概要

PhD, postdoc, senior researcher in medical physics, imaging, radiotherapy. Extraction of attributes from real-world collected data. Medical Imaging, CT, MRI, ultrasound. Sensor and abstract data, temp, gyro, audio, optical, EEG, etc. Machine learning for fast consistent analysis. CNN analysis for 2D,3D,4D data. Physics and particle simulation, Monte Carlo (Geant4 TOPAS GATE, EGSnrc, MCNP, XVMC), PDE CFD/RF (COMSOL, openFOAM) Matlab, Python, c/c++/c#, CUDA, R, GNU Octave, Scilab, Mortran, Bash/script, VB/script Tensorflow, Keras, Caffe, numpy, SciPy, OpenCV, General software : gnu-linux, root, blender, git, TFS, subVersion, JMP, SPSS, Jekyll, GIMP Radiotherapy devices and software : Varian, Elekta, and Siemens linacs, Nucletron/Elekta, Cyberknife, Varian HDR brachy afterloaders. Elekta icom communication, Varian itools EPID framegrabber. Perkin Elmer/VAREX detectors.

専門分野

• ★ Data Science
• ★ Medical Imaging/Radiology
• ☆ Biomarkers
• ☆ Biophysics
• ☆ Biotechnology & Bioengineering
• ☆ Biomedical Engineering
• ☆ Electrical Engineering
• ☆ Electronics Engineering
• ☆ Electronic Circuits
• ☆ Wireless Sensor Networks
• ☆ Database Management
• ☆ Robotics Engineering
• ☆ Remote Sensing
• ☆ Data Analysis
• ☆ Image Processing
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Statistics
• ☆ Medical Statistics
• ☆ Health Data Analysis
• ☆ Bioinformatics
• ☆ Radiophysics
• ☆ Particle Physics
• ☆ X-Ray Technology
• ☆ Biosensors
• ☆ Medical Technologies
• ☆ Python
• ☆ Matlab
• ☆ Tensorflow
• ☆ Medical Devices
• ☆ Medical Device Development
• ☆ European Medical Device Regulation (MDR)
• ☆ Radiation Therapy
• ☆ Ultrasound
• ☆ Medical Sciences
• ☆ 3D Printing/Additive Manufacturing

サービス

• Writing
• Research
• Data & AI
• Product Development

Writing Clinical Trial Documentation, Technical Writing

Research Fact Checking, Gray Literature Search, Systematic Literature Review, Secondary Data Collection

Data & AI Statistical Analysis, Algorithm Design-Non ML, Data Visualization

Product Development Formulation

職務経験

Senior researcher

MedPhaRT

6月 2019 - 現在

Postdoc researcher

Maastricht University

10月 2016 - 3月 2018

Visiting researcher

Ludwig-Maximilians-Universitat Munchen

6月 2014 - 6月 2015

Electrical / mechanical / software engineer

Aston Technology

6月 2007 - 6月 2010

Project tester / Physics consultant

Dublin City University

6月 2005 - 6月 2006

学歴

PhD cum laude. Medical Physics

Maastricht University

10月 2010 - 10月 2016

M.Sc. Physical sciences in medicine

Trinity College Dublin

6月 2008 - 6月 2009

B.Sc. Physical sciences in medicine

Dublin City University

6月 2002 - 6月 2006

認定資格

• 認定資格の詳細は未入力です。