Alexander Rakhlin

Machine Learning Engineer & Researcher | Kaggle Master

Neuromation

I am a Machine Learning Engineer and Data Scientist with over 10 years of experience in data analysis and research. Currently I specialize in medical and healthcare applications of Machine Learning.

Interests

Machine Learning
Data science contests

Education

CS1156x: Learning From Data, 2013

CaltechX
MSc in Computer Science and Microelectronic Devices, 1994

National Research University of Electronic Technology (MIET)

Publications

ColocML: Machine learning quantifies co-localization between mass spectrometry images. K. Ovchinnikova, L. Stuart, A. Rakhlin, S. Nikolenko, T. Alexandrov

PDF Code

Breast Tumor Cellularity Assessment using Deep Neural Networks. A. Rakhlin, A. Tiulpin, A. A. Shvets, A. A. Kalinin, V. I. Iglovikov, S. Nikolenko

PDF

Paediatric Bone Age Assessment Using Deep Convolutional Neural Networks. V. Iglovikov, A. Rakhlin, A. Shvets, A. A. Kalinin

PDF

Deep Convolutional Neural Networks for Breast Cancer Histology Image Analysis. A. Rakhlin, A. Shvets, V. Iglovikov, A. A. Kalinin

PDF Code

Land Cover Classification From Satellite Imagery With U-Net and Lovasz-Softmax Loss. A. Rakhlin, A. Davydow, S. Nikolenko

PDF

Angiodysplasia Detection and Localization Using Deep Convolutional Neural Networks. A. Shvets, V. Iglovikov, A. Rakhlin, A. A. Kalinin

PDF Code

Automatic Instrument Segmentation in Robot-Assisted Surgery Using Deep Learning. A. Shvets, A. Rakhlin, A. A. Kalinin, V. Iglovikov

PDF Code

Diabetic Retinopathy detection through integration of Deep Learning classification framework. A. Rakhlin

Preprint

Contact

rakhlin@gmx.net