dr Tomasz Neumann
Employment
- Assistant professor at Department of Biomedical Engineering
Keywords Help
- age prediction
- bone age
- breast cancer
- convolutional neural network
- digital pathology, lymphocyte detection, yolov5, retinanet, image quality, image degradation, histopathology images, tumor
- dual-energy absorption
- fast object tracking
- federated learning
- federated learning , breast cancer , health industry , image classification , mammography , deep learning
- health industry
Social media
Contact
- tomneuma@pg.edu.pl
Assistant professor
- Workplace
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Budynek A Elektroniki
room EA 105 open in new tab - Phone
- (58) 347 28 86
- tomneuma@pg.edu.pl
Publication showcase
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Electronic states of tetrahydrofuran molecules studied by electron collisions
Electronic states of tetrahydrofuran molecules were studied in the excitation energy range 5.5-10 eV using the technique of electron energy loss spectroscopy in the gas phase. Excitation from the two conformations, C2 and Cs, of the ground state of the molecule are observed in the measured energy loss spectra. The vertical excitation energies of the 3(no3s) triplet state from the C2 and Cs conformations of the ground state of the...
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Age Prediction from Low Resolution, Dual-Energy X-ray Images Using Convolutional Neural Networks
Age prediction from X-rays is an interesting research topic important for clinical applications such as biological maturity assessment. It is also useful in many other practical applications, including sports or forensic investigations for age verification purposes. Research on these issues is usually carried out using high-resolution X-ray scans of parts of the body, such as images of the hands or images of the chest. In this...
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Ella4Life virtual assistant - user centered design strategy - evaluation following labolatory tests
In the paper, we summarize the evaluation of Anne4Care system after laboratory tests. A group of end users, seniors over 55 years of age, rated a virtual assistant by completing a questionnaire. The objectives of the pilot evaluations are mainly to assess the feasibility, usability, acceptance and functionality of the system and the ability of the potential target user to use the system and receive valuable information from it...
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