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Morphological Profiling for Drug Discovery in the Era of Deep Learning
13 December 2023
Qiaosi Tang
R. Ratnayake
Gustavo Seabra
Zhe Jiang
Ruogu Fang
Lina Cui
Yousong Ding
Tamer Kahveci
Jiang Bian
Chenglong Li
H. Luesch
Yanjun Li
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Papers citing
"Morphological Profiling for Drug Discovery in the Era of Deep Learning"
7 / 7 papers shown
Title
Causal integration of chemical structures improves representations of microscopy images for morphological profiling
Yemin Yu
Neil A. Tenenholtz
Lester W. Mackey
Ying Wei
David Alvarez-Melis
Ava P. Amini
Alex X. Lu
31
0
0
13 Apr 2025
Self-Supervised Learning of Phenotypic Representations from Cell Images with Weak Labels
J. Cross-Zamirski
Guy B. Williams
E. Mouchet
Carola-Bibiane Schönlieb
Riku Turkki
Yinhai Wang
52
21
0
16 Sep 2022
Anchoring to Exemplars for Training Mixture-of-Expert Cell Embeddings
Siqi Wang
Manyuan Lu
Nikita Moshkov
Juan C. Caicedo
Bryan A. Plummer
21
4
0
06 Dec 2021
CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP
Andreas Fürst
Elisabeth Rumetshofer
Johannes Lehner
Viet-Hung Tran
Fei Tang
...
David P. Kreil
Michael K Kopp
Günter Klambauer
Angela Bitto-Nemling
Sepp Hochreiter
VLM
CLIP
207
102
0
21 Oct 2021
Feature Pyramid Networks for Object Detection
Nayeon Lee
Piotr Dollár
Ross B. Girshick
Kaiming He
Bharath Hariharan
Serge J. Belongie
ObjD
186
21,824
0
09 Dec 2016
Classifying and Segmenting Microscopy Images Using Convolutional Multiple Instance Learning
Oren Z. Kraus
Lei Jimmy Ba
B. Frey
167
392
0
17 Nov 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation
Olaf Ronneberger
Philipp Fischer
Thomas Brox
SSeg
3DV
372
75,888
0
18 May 2015
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