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Published at October 21

Weighted Diversified Sampling for Efficient Data-Driven Single-Cell Gene-Gene Interaction Discovery

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Released Date: October 21, 2024

Authors: Yifan Wu¹, Yuntao Yang², Zirui Liu¹, Zhao Li², Khushbu Pahwa¹, Rongbin Li², Wenjin Zheng², Xia Hu¹, Zhaozhuo Xu³

Aff.: ¹Rice University; ²UTHealth Houston; ³Stevens Institute of Technology

Arxiv: https://arxiv.org/abs/2410.15616v1

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Model	Training Dataset	F1 Score	Accuracy
MLP	Pax6	78.91	82.71
	L5_ET	62.02	73.31
	L6_CT	91.14	92.01
	L6_IT_Car3	95.34	95.51
	L6b	86.01	88.76
	Chandelier	81.66	84.56
	L5_6_NP	89.33	90.42
	All Neuronal Cell Types	97.23	97.25
CelluFormer	All Neuronal Cell Types	98.12	98.12