Machine Learning · Computer Science
Animal Behavior Analysis Methods Using Deep Learning: A Survey
Edoardo Fazzari, Donato Romano, Fabrizio Falchi, Cesare Stefanini
2024-05-24
Computer Vision and Pattern Recognition · Computer Science
Semantic Image Segmentation with Deep Learning for Vine Leaf Phenotyping
Petros N. Tamvakis, Chairi Kiourt, Alexandra D. Solomou, George Ioannakis +1
2022-10-25
Computer Vision and Pattern Recognition · Computer Science
Computer Vision with Deep Learning for Plant Phenotyping in Agriculture: A Survey
Akshay L Chandra, Sai Vikas Desai, Wei Guo, Vineeth N Balasubramanian
2020-06-23
Quantitative Methods · Quantitative Biology
Morphological Profiling for Drug Discovery in the Era of Deep Learning
Qiaosi Tang, Ranjala Ratnayake, Gustavo Seabra, Zhe Jiang +8
2024-01-17
Quantitative Methods · Quantitative Biology
Deep learning for bioimage analysis
Adrien Hallou, Hannah Yevick, Bianca Dumitrascu, Virginie Uhlmann
2021-08-03
Computer Vision and Pattern Recognition · Computer Science
Social Behavioral Phenotyping of Drosophila with a2D-3D Hybrid CNN Framework
Ziping Jiang, Paul L. Chazot, M. Emre Celebi, Danny Crookes +1
2019-08-05
Image and Video Processing · Electrical Eng. & Systems
Recent Advancements in Microscopy Image Enhancement using Deep Learning: A Survey
Debasish Dutta, Neeharika Sonowal, Risheraj Barauh, Deepjyoti Chetia +1
2025-09-29
Machine Learning · Computer Science
Deep Learning in Computational Biology: Advancements, Challenges, and Future Outlook
Suresh Kumar, Dhanyashri Guruparan, Pavithren Aaron, Philemon Telajan +3
2023-10-06
Populations and Evolution · Quantitative Biology
From genotypes to organisms: State-of-the-art and perspectives of a cornerstone in evolutionary dynamics
Susanna Manrubia, José A. Cuesta, Jacobo Aguirre, Sebastian E. Ahnert +14
2022-05-20
Computer Vision and Pattern Recognition · Computer Science
Revealing Subtle Phenotypes in Small Microscopy Datasets Using Latent Diffusion Models
Anis Bourou, Biel Castaño Segade, Thomas Boyer, Valérie Mezger +1
2026-01-28
Quantitative Methods · Quantitative Biology
Fast deep learning correspondence for neuron tracking and identification in C.elegans using synthetic training
Xinwei Yu, Matthew S. Creamer, Francesco Randi, Anuj K. Sharma +2
2021-07-16
Quantitative Methods · Quantitative Biology
Deep learning-based identification of sub-nuclear structures in FIB-SEM images
Niraj Gupta, Eric J. Roberts, Song Pang, C. Shan Xu +6
2022-07-21
Neural and Evolutionary Computing · Computer Science
Evotype: Towards the Evolution of Type Stencils
Tiago Martins, João Correia, Ernesto Costa, Penousal Machado
2018-06-27
Computer Vision and Pattern Recognition · Computer Science
Towards Deep Cellular Phenotyping in Placental Histology
Michael Ferlaino, Craig A. Glastonbury, Carolina Motta-Mejia, Manu Vatish +4
2018-05-29
Neural and Evolutionary Computing · Computer Science
Deep Interactive Evolution
Philip Bontrager, Wending Lin, Julian Togelius, Sebastian Risi
2018-01-26
Computer Vision and Pattern Recognition · Computer Science
Phenotypic Profiling of High Throughput Imaging Screens with Generic Deep Convolutional Features
Philip T. Jackson, Yinhai Wang, Sinead Knight, Hongming Chen +4
2019-03-18