research_group:start
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research_group:start [2020/05/11 19:47] abrodzicki |
research_group:start [2023/04/16 23:20] abrodzicki [Deep neural networks in early detection of melanomas] |
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| ==== Deep neural networks in early detection of melanomas ==== | ==== Deep neural networks in early detection of melanomas ==== | ||
| - | FIXME | ||
| + | Extending the knowledge of melanoma classification by exploring areas such as: | ||
| + | * Artifact removal | ||
| + | * Thickness prediction | ||
| + | * General anatomic sites localisation | ||
| + | * Global pattern recognition | ||
| + | * Differt approach to acral lesions | ||
| + | * Confocal microscopy | ||
| + | |||
| + | |||
| + | People involved: | ||
| + | * Joanna Jaworek-Korjakowska | ||
| + | * Anna Wójcicka | ||
| + | * Andrzej Brodzicki | ||
| + | * Filip Noworolnik | ||
| + | * Dariusz Kucharski | ||
| ==== Computer-aided dermatopathology ==== | ==== Computer-aided dermatopathology ==== | ||
| Line 58: | Line 72: | ||
| * M. Piekarski | * M. Piekarski | ||
| * J. Jaworek-Korjakowska | * J. Jaworek-Korjakowska | ||
| - | ==== Detection and analysis of patterns (@asia: muszę dopracować ) ==== | + | ==== Detection and analysis of patterns ==== |
| - | FIXME | + | |
| ==== Cell detection ==== | ==== Cell detection ==== | ||
| Line 69: | Line 82: | ||
| * image processing | * image processing | ||
| * sharing information from different images | * sharing information from different images | ||
| - | * convolitional neural networks | + | * convolutional neural networks |
| Team members involved: | Team members involved: | ||
| Line 77: | Line 90: | ||
| ==== Bacteria response clustering ==== | ==== Bacteria response clustering ==== | ||
| - | To improve speed and | + | Newly opened project, in cooperation with Stanford University. The main idea is to analyse bacteria reaction in response to different serums. |
| The research topics include: | The research topics include: | ||
| Line 87: | Line 100: | ||
| * A. Brodzicki | * A. Brodzicki | ||
| + | ==== Reconstructing images' missing areas with generative models ==== | ||
| + | |||
| + | The research topics include: | ||
| + | * reconstruction | ||
| + | * generative learning | ||
| + | * GANs | ||
| + | * autoencoders | ||
| + | |||
| + | Team members involved: | ||
| + | * J. Jaworek-Korjakowska | ||
| + | * D. Kucharski | ||
| + | |||
| + | ==== Vehicle interior image segmentation ==== | ||
| + | |||
| + | The research topics include: | ||
| + | * dataset preparation | ||
| + | * image classification | ||
| + | * image segmentation | ||
| + | |||
| + | Team members involved: | ||
| + | * J. Jaworek-Korjakowska | ||
| + | * A. Kostuch | ||
| ---- | ---- | ||
research_group/start.txt · Last modified: 2023/04/16 23:24 by abrodzicki
