gitter-lab pharmaco-image issues

gitter-lab / pharmaco-image

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Predicting compound activity from phenotypic profiles and chemical structures

#19 agitter opened 2 years ago
0
Project status

#18 agitter opened 2 years ago
0
Merging Bioactivity Predictions from Cell Morphology and Chemical Fingerprint Models by Leveraging Similarity to Training Data

#17 agitter opened 2 years ago
0
Comparison of Chemical Structure and Cell Morphology Information for Multitask Bioactivity Predictions

#16 agitter opened 3 years ago
0
Accurate Prediction of Biological Assays with High-Throughput Microscopy Images and Convolutional Networks

#15 agitter opened 5 years ago
2
Project summary

#14 xiaohk opened 5 years ago
1
RxRx1 Dataset and CellSignal Competition

#13 xiaohk closed 2 years ago
1
Positive examples of using microscopy image-based chemical screening

#12 agitter opened 5 years ago
8
Training CNNs on all images

#11 agitter closed 2 years ago
1
Plate list inconsistency

#10 xiaohk opened 5 years ago
1
High-throughput run over all plates (continued)

#9 agitter opened 5 years ago
23
DMSO images as additional negative examples

#8 agitter closed 2 years ago
2
End-to-end learning of pharmacological assays from high-resolution microscopy images

#7 agitter opened 6 years ago
29
Basic image feature extraction

#6 agitter closed 6 years ago
1
High-throughput run over all plates

#5 agitter closed 5 years ago
24
Hierarchical clustering on the latent image representations

#4 agitter opened 6 years ago
6
Fine tune the pre-trained network

#3 agitter closed 2 years ago
2
Consider UMAP as a t-SNE replacement

#2 agitter closed 2 years ago
1
Use t-SNE to explore more images

#1 xiaohk closed 2 years ago
2