Quantitative Methods · Quantitative Biology
Deep Learning in Single-Cell Analysis
Dylan Molho, Jiayuan Ding, Zhaoheng Li, Hongzhi Wen +11
2022-11-08
Genomics · Quantitative Biology
Deep Learning in Single-Cell and Spatial Transcriptomics Data Analysis: Advances and Challenges from a Data Science Perspective
Shuang Ge, Shuqing Sun, Huan Xu, Qiang Cheng +1
2024-12-09
Quantitative Methods · Quantitative Biology
Deep learning for bioimage analysis
Adrien Hallou, Hannah Yevick, Bianca Dumitrascu, Virginie Uhlmann
2021-08-03
Genomics · Quantitative Biology
Interpretable deep learning in single-cell omics
Manoj M Wagle, Siqu Long, Carissa Chen, Chunlei Liu +1
2024-01-17
Genomics · Quantitative Biology
Deep learning tackles single-cell analysis A survey of deep learning for scRNA-seq analysis
Mario Flores, Zhentao Liu, Ting-He Zhang, Md Musaddaqui Hasib +9
2021-09-28
Genomics · Quantitative Biology
Application of Deep Learning on Single-Cell RNA-sequencing Data Analysis: A Review
Matthew Brendel, Chang Su, Zilong Bai, Hao Zhang +2
2022-10-13
Machine Learning · Computer Science
Single-Cell Deep Clustering Method Assisted by Exogenous Gene Information: A Novel Approach to Identifying Cell Types
Dayu Hu, Ke Liang, Hao Yu, Xinwang Liu
2023-12-18
Machine Learning · Computer Science
Applications of Deep Learning and Reinforcement Learning to Biological Data
Mufti Mahmud, M. Shamim Kaiser, Amir Hussain, Stefano Vassanelli
2018-01-09
Machine Learning · Computer Science
Bioinformatics and Medicine in the Era of Deep Learning
Davide Bacciu, Paulo J. G. Lisboa, José D. Martín, Ruxandra Stoean +1
2018-02-28
Molecular Networks · Quantitative Biology
Biological Multi-Layer and Single Cell Network-Based Multiomics Models - a Review
Marcello Barylli, Joyaditya Saha, Tineke E. Buffart, Jan Koster +3
2025-03-13
Databases · Computer Science
Survive the Schema Changes: Integration of Unmanaged Data Using Deep Learning
Zijie Wang, Lixi Zhou, Amitabh Das, Valay Dave +2
2020-10-16
Biological Physics · Physics
Unifying Theories in High-Dimensional Biology: Approaches, Challenges and Opportunities
Marianne Bauer, Akshit Goyal, Sidhartha Goyal, Gautam Reddy +18
2025-12-12
Quantitative Methods · Quantitative Biology
Opportunities and challenges for deep learning in cell dynamics research
Binghao Chai, Christoforos Efstathiou, Haoran Yue, Viji M. Draviam
2023-07-21