Krzysztof Malczewski
Summary
Innovative Assistant Professor bringing proven success in implementing technology-based curriculum delivery and assessment tools. Passionate about fostering academic development and success for every student.
Assistant Professor with 17 years of experience successfully contributing to digital signal processing curriculum development and delivery. Driven to contribute to program outcomes by facilitating engagement and supporting learning objectives. Enthusiastic professional with background in academic advisement.
Scientific fields of interest encompass digital signal processing, image processing, numerical techniques, medical image processing, medical imaging, artificial intelligence, and deep learning.
Overview
22
22
years of professional experience
Work History
Assistant Professor
Warsaw University Of Life Sciences
07.2022 - Current
- Increased academic achievement by providing one-on-one mentoring and support to struggling students.
- Strengthened relationships with colleagues by participating in collaborative projects and research endeavors.
- Elevated student satisfaction rates with accessible office hours, thorough explanations of complex topics, and consistent positive reinforcement.
- Improved student retention rates by developing engaging course materials and utilizing interactive teaching methods.
- Enhanced cross-disciplinary collaboration through active participation in departmental meetings and workshops.
Assistant Professor
Poznan University Of Technology
09.2006 - 09.2020
- Improved student retention rates by developing engaging course materials and utilizing interactive teaching methods.
- Enhanced cross-disciplinary collaboration through active participation in departmental meetings and workshops.
- Increased academic achievement by providing one-on-one mentoring and support to struggling students.
- Streamlined the grading process with efficient rubrics and timely feedback on assignments, improving overall workflow efficiency.
- Elevated student satisfaction rates with accessible office hours, thorough explanations of complex topics, and consistent positive reinforcement.
- Promoted diversity and inclusion within the classroom through culturally responsive teaching practices and diverse reading materials.
- Facilitated a supportive learning environment with clear expectations, constructive criticism, and open communication between students and faculty members.
- Contributed to departmental goals by serving on various committees focused on curriculum development, assessment strategies, and accreditation requirements.
- Maintained an up-to-date knowledge of subject matter by attending conferences, workshops, and webinars relevant to the field of study.
- Enhanced student research skills by supervising independent studies projects both inside and outside the classroom setting.
- Evaluated student performance through comprehensive assessments, identifying areas of improvement and providing targeted feedback for growth.
- Secured external funding for research projects by writing competitive grant proposals and establishing connections with potential sponsors.
- Showcased departmental achievements at regional and national conferences, highlighting the institution''s commitment to academic excellence and innovative teaching strategies.
Research Assistant
Poznan University Of Technology
09.2002 - 09.2006
- Enhanced research quality by meticulously collecting and analyzing data from various sources.
- Streamlined data management processes for increased efficiency and accuracy in research findings.
- Collaborated with multidisciplinary teams to develop innovative research methodologies and strategies.
- Managed laboratory equipment and resources, ensuring proper maintenance and optimal functionality.
- Conducted literature reviews to support hypothesis development and identify gaps in existing knowledge.
- Presented research findings at conferences, contributing to the advancement of the field.
- Mentored junior researchers, promoting professional growth and skill development within the team.
- Developed comprehensive reports on research progress, keeping stakeholders informed and engaged.
- Secured grant funding by crafting persuasive proposals highlighting the significance of proposed research projects.
- Utilized statistical software for data analysis, generating accurate insights into complex datasets.
- Organized research materials, maintaining a well-ordered workspace conducive to productivity.
- Contributed to the publication of research articles in peer-reviewed journals, showcasing expertise in various topics.
- Designed survey instruments tailored to specific research objectives for precise feedback gathering.
Lecturer
Poznan University College Of Business
09.2006 - 07.2013
- Enhanced student comprehension by utilizing diverse teaching methodologies and techniques.
- Promoted collaboration among students through group projects and presentations, fostering teamwork and communication skills.
- Evaluated student progress through regular assessments, providing detailed feedback for improvement and growth.
- Developed strong relationships with colleagues, collaborating on curriculum development and sharing best practices in teaching strategies.
Education
Ph.D. - Image Processing/Telecommunications
Poznan University of Technology
Poznan, Poland09.2006
Master of Science - Electronics And Telecommunications
Poznan University of Technology
Poznan, Poland06.2002
Skills
- Classroom presentations
- Student needs assessment
- Student research guidance
- Technology-based curriculum
- Online learning tools
- Thesis advisement
- Lecturing
- Computer programming: Matlab, C, C, C# Java, assemblers, Pascal, Prolog
Accomplishments
Selected research papers published:
K. Malczewski, A Framework for Reconstructing Super-Resolution Magnetic Resonance Images from Sparse Raw Data Using Multilevel Generative Methods, Applied Sciences 14(4):1351
DOI:10.3390/app14041351
K. Malczewski, Diffusion Weighted Imaging Super-Resolution Algorithm for Highly Sparse Raw Data Sequences, Sensors 23(12):5698
DOI:10.3390/s23125698
K. Malczewski, Magnetic resonance image enhancement using highly sparse input, Magnetic Resonance Imaging 74(3)
DOI:10.1016/j.mri.2020.08.014
K. Malczewski, Image Resolution Enhancement of Highly Compressively Sensed CT/PET Signals, Algorithms 13(5):129DOI:10.3390/a13050129
K. Malczewski, Fixing Acceleration and Image Resolution Issues of Nuclear Magnetic Resonance , Symmetry-Basel, 2020, vol. 12, no. 4, pp.1-19, Article number:681. DOI:10.3390/sym12040681K. Malczewski, Diffusion Weighted Imaging Super-Resolution Algorithm for Highly Sparse Raw Data Sequences, Sensors, 2023, vol. 23, no. 12, pp.1-26, Article number:5698. DOI:10.3390/s23125698
K. Malczewski, Super-Resolution with compressively sensed MR/PET signals at its input, Informatics in Medicine Unlocked, 2020, vol. 18, pp.1-13, Article number:100302. DOI:10.1016/j.imu.2020.100302
K. Malczewski, MRI image enhancement by PROPELLER data fusion, International Journal of SJRand Communications, Volume 3, Numbers 1/2, 2009,
K. Malczewski K., R. Stasiński, High resolution MRI image reconstruction from a PROPELLER data set of samples, International Journal of Functional Informatics and Personalised Medicine, Volume 1,3/2008, 9
K. Malczewski, R. Stasiński, Zwiększanie rozdzielczości przestrzennej obrazów medycznych , Przegląd Telekomunikacyjny + Wiadomości Telekomunikacyjne, ISSN 1230-3496, nr 2-3, 71-74, 2013,
K. Malczewski, Semi-PROPELLER Compressed Sensing Image Reconstruction with Enhanced Resolution in MRI , International Journal of Electronics and Tele- communications, eISSN: 2300-1933, Vol 61, No 2 (2015), 211-217,
K. Malczewski, Compressively Sensed Hybrid PET/MR Imaging with Enhanced Spatial Resolution , WSEAS Transactions on Signal Processing, 2016.
K. Malczewski, Compressively Sensed Hybrid PET/MR Imaging with Enhanced Spatial Resolution, INTERNATIONAL JOURNAL OF SYSTEMS APPLICATIONS, ENGINEERING & DEVELOPMENT Volume 11, 2017,
K.Malczewski, R.Stasiński,Toeplitz-based iterative image fusion scheme for MRI, IEEE Int. Conf. on Image Processing (ICIP), San Diego, 2008,
K. Malczewski, Inter-k-space motion based strategy for super-resolution in MRI, 2009 17th European Signal Processing Conference (EUSIPCO 2009), Glasgow, Scotland,
K. Malczewski, High Resolution Respiratory Motion Artefacts Free Image Recon- struction Algorithm, The 2011 International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV’11), Las Vegas USA,
K. Malczewski, Breaking the resolution limit In medical imaging modalities, The 2012 international conference on image processing, computer vision and patttern recognition, Worldcomp 2012, Las Vegas, USA,
K. Malczewski, PET Image Reconstruction using compressed sensing, 17th IEEE Conference Signal Processing Algorithms Arrangements and Applications, 26-28.09, Poznań, 2013,
K. Malczewski, Super-resolution Magnetic Resonance Image Reconstruction with k-t SPARSE-SENSE at its Core, 17th IEEE Conference Signal Processing Algorithms Arrangements and Applications, 26-28.09, Poznań, 2013,
K. Malczewski, HR MRI CS based image reconstruction, ICPRIP 2014 : Interna- tional Conference on Pattern Recognition and Image Processing on March, 10-11, 2014, Miami, USA,
K. Malczewski, PET Image Resolution Enhancement, ICPRIP 2014 : International Conference on Pattern Recognition and Image Processing on March, 10-11, 2014, Miami, USA,
K. Malczewski, M. Buczkowski, Semi-Propeller Compressed Sensing MR Image Super-Resolution Reconstruction, 2014 International Conference on Signals and Electronic Systems (ICSES), Poland,
K. Malczewski, Sparsely Sampled MRI Image Reconstruction Algorithm Meets Lipschitz Bounds,The 19th International Conference on Image Processing, Computer Vision, & Pattern Recognition, The 2015 World Congress in Computer Science Computer Engineering and Applied Computing
K. Malczewski, Motion Corrected PET Signals Compressing, The 19th International Conference on Image Processing, Computer Vision, & Pattern Recognition, The 2015 World Congress in Computer Science Computer Engineering and Applied Computing , Las Vegas, USA, 2015
Languages
Polish
Native language
English
Proficient
C2
Russian
Upper intermediate
B2
German
Intermediate
B1
Timeline
Assistant Professor
Warsaw University Of Life Sciences
07.2022 - Current
Assistant Professor
Poznan University Of Technology
09.2006 - 09.2020
Lecturer
Poznan University College Of Business
09.2006 - 07.2013
Research Assistant
Poznan University Of Technology
09.2002 - 09.2006
Ph.D. - Image Processing/Telecommunications
Poznan University of Technology
Master of Science - Electronics And Telecommunications
Poznan University of Technology
Similar Profiles
Janhavi Nitin KaleJanhavi Nitin Kale
Intern at Warsaw University of Life SciencesIntern at Warsaw University of Life Sciences
Arvindan SivasuriyanArvindan Sivasuriyan
Postdoctoral fellow at Warsaw University of Life SciencesPostdoctoral fellow at Warsaw University of Life Sciences
Aarya MoreAarya More
Communication Student at University of Toledo College of medicine and Life SciencesCommunication Student at University of Toledo College of medicine and Life Sciences
AVULA BALAKRISHNAAVULA BALAKRISHNA
Assistant Professor at Amity UniversityAssistant Professor at Amity University
Tamara Felice Small PhD, MSN, FNP-CTamara Felice Small PhD, MSN, FNP-C
Assistant Professor at The University of Rio GrandeAssistant Professor at The University of Rio Grande