Anna Choromanska

Assistant Professor

20122019
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Fingerprint Dive into the research topics where Anna Choromanska is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 1 Similar Profiles
Learning algorithms Engineering & Materials Science
Neural networks Engineering & Materials Science
Data structures Engineering & Materials Science
Multilayer Mathematics
Ground vehicles Engineering & Materials Science
Sensors Engineering & Materials Science
Multilayers Engineering & Materials Science
Random Projection Mathematics

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Research Output 2012 2019

  • 17 Conference contribution
  • 10 Article
  • 2 Other report
  • 2 Chapter (peer-reviewed)

A deep learning gated architecture for UGV navigation robust to sensor failures

Patel, N., Choromanska, A., Krishnamurthy, P. & Khorrami, F., Jun 1 2019, In : Robotics and Autonomous Systems. 116, p. 80-97 18 p.

Research output: Contribution to journalArticle

Navigation
Sensor
Camera
Lidar
Sensors

Cisplatin and vinorelbine -mediated electrochemotherapeutic approach against multidrug resistant small cell lung cancer (H69Ar) in vitro

Drąg-Zalesińska, M., Saczko, J., Choromanska, A., Szewczyk, A., Rembiałkowska, N., Kulbacka, J. & Rzechonek, A., Jan 1 2019, In : Anticancer Research. 39, 7, p. 3711-3718 8 p.

Research output: Contribution to journalArticle

Electroporation
Small Cell Lung Carcinoma
Cisplatin
Lung Neoplasms
Cell Survival

LSALSA: accelerated source separation via learned sparse coding

Cowen, B., Saridena, A. N. & Choromanska, A., Jan 1 2019, In : Machine Learning.

Research output: Contribution to journalArticle

Source separation
Glossaries
Cost functions

A Deep Unsupervised Learning Approach Toward MTBI Identification Using Diffusion MRI

Minaee, S., Wang, Y., Choromanska, A., Chung, S., Wang, X., Fieremans, E., Flanagan, S., Rath, J. & Lui, Y. W., Oct 26 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-July. p. 1267-1270 4 p. 8512556

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Diffusion Magnetic Resonance Imaging
Unsupervised learning
Magnetic resonance imaging
Brain
Learning

Adversarial Learning-Based On-Line Anomaly Monitoring for Assured Autonomy

Patel, N., Nandini Saridena, A., Choromanska, A., Krishnamurthy, P. & Khorrami, F., Dec 27 2018, 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2018. Institute of Electrical and Electronics Engineers Inc., p. 6149-6154 6 p. 8593375. (IEEE International Conference on Intelligent Robots and Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Ground vehicles
Actuators
Monitoring
Sensors
Control system applications