基本信息
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Career Trajectory
Bio
I am a Research Fellow at Harvard Medical School & Beth Israel Deaconess Medical Center (BIDMC). My research interests are Medical Image Analysis and Machine Learning. I have done my PhD from University Joseph Fourier (UJF) Grenoble France. My PhD topic was “Automated Mitosis Detection in Color and Multi-spectral High-Content Images in Histopathology: Application to Breast Cancer Grading in Digital Pathology”. This work has been done in International French-Singaporean lab (IPAL) established in Singapore since 1998, with the support of prestigious partners (NUS, A*STAR, CNRS, UPMC, IMT and UJF). The work has been done in the framework of the ANR (The French National Research Agency – Technologies for health and autonomy – TechSan) project entitled MICO (COgnitive virtual MIcroscopy for Breast Cancer Grading), with reputable collaborators as THALES, AGFA healthcare, TRIBVN and the Pitié-Salpêtrière Hospital (GHU-PS) Paris, the most important European hospital. The PhD degree was delivered by the MSTII doctoral school (Mathematics, Science and Technology of Information, Informatics) of the UJF from Grenoble, France.
My aim is to pursue a challenging research career in the field of machine learning, computer vision, pattern recognition and medical image analysis to build applications using these techniques for solving real world problems. I have following expertise’s:
Scientific expertise in the fields of machine learning, computer vision, pattern recognition, medical image analysis (segmentation, feature extraction and classification), computer aided diagnosis and discrete geometry processing
Engineering expertise of design, implementation, optimization and integration of algorithms in C++, ITK, Java and Matlab
Research Interests
Papers共 35 篇Author StatisticsCo-AuthorSimilar Experts
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CoRR (2019)
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Catherine C. Park,Humayun Irshad, Shabnam Ziaee, Patrick Martin-Tuite,Laurel Habel,Valerie M. Weaver,Stuart J. Schnitt,Andrew H. Beck
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Scientific Reportsno. 1 (2017): 43286-10
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