• Hierarchical Detection Network

    Multi-object detection
  • Progressive Data Transmission

    Cloud Computing
  • Location Registration and Recognition

    Aligning CT nodule neighborhoods
  • Likelihood Ratio Vesselness

    Retinal Vessel Extraction
Michal Sofka  
Michal Sofka Range Data

Michal Sofka is a Technical Leader in Cisco's Security Cloud Operations group. His research focuses on large scale machine learning for threat defense. He is interested in building robust data analytics applications in various domains.
Prior to Cisco, Michal was a research scientist and R&D manager at Siemens Corporation, Corporate Research (SCCT), Princeton, NJ. Michal did his undergraduate work at the Czech Technical University. He received the MS degree in Electrical Engineering from Union College in 2001. He received the MS and PhD degrees in Computer Science from the Rensselaer Polytechnic Institute (RPI) in 2006 and 2008, respectively.

Download LRR C++ sources (MedIA 2010) which include 3D widely distributed and robust feature extraction, descriptor computation, registration, and recognition.

Detection and Measurement (TMI 2014)
Tubular Structure Detection (IPMI 2013)
IntellEditS editing (MICCAI 2013)
Progressive Data Transmission (MIM 2012)

4/15/2014 Now more active on Twitter.
2/15/2014 2013 Johnson & Johnson Supplier Enabled Innovation Award.
2/15/2014 Multi-object detection paper accepted to TMI.
11/17/2013 Personalized prosthetics article in Pictures of the Future magazine.
5/20/2013 Paper on intelligent editing and on NT measurement accepted to MICCAI 2013.
2/15/2013 Tubular structure detection paper accepted to IPMI 2013.

Copyright 2015 Michal Sofka