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Maria Vasquez Caroprese
Maria Vasquez Caroprese
Machine Learning Engineer, Sartorius
在 sartorius.com 的电子邮件经过验证
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Segmentation metric misinterpretations in bioimage analysis
D Hirling, E Tasnadi, J Caicedo, MV Caroprese, R Sjögren, M Aubreville, ...
Nature methods 21 (2), 213-216, 2024
192024
PACE: Point Annotation-Based Cell Segmentation for Efficient Microscopic Image Analysis
N Khalid, TC Froes, M Caroprese, G Lovell, J Trygg, A Dengel, S Ahmed
International Conference on Artificial Neural Networks, 545-557, 2023
62023
Bounding Box Is All You Need: Learning to Segment Cells in 2D Microscopic Images via Box Annotations
N Khalid, M Caroprese, G Lovell, DA Porto, J Trygg, A Dengel, S Ahmed
Annual Conference on Medical Image Understanding and Analysis, 314-328, 2024
2024
A Line Is All You Need: Weak Supervision for 2.5 D Cell Segmentation
F Schmeisser, C Thomann, E Petiot, G Lovell, M Caroprese, A Dengel, ...
Annual Conference on Medical Image Understanding and Analysis, 402-416, 2024
2024
CellGenie: An End-to-End Pipeline for Synthetic Cellular Data Generation and Segmentation: A Use Case for Cell Segmentation in Microscopic Images
N Khalid, M Koochali, DNL Leon, M Caroprese, G Lovell, DA Porto, ...
Annual Conference on Medical Image Understanding and Analysis, 387-401, 2024
2024
CellSpot: Deep Learning-Based Efficient Cell Center Detection in Microscopic Images
N Khalid, M Caroprese, G Lovell, J Trygg, A Dengel, S Ahmed
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