生信机器学习文章思路

自然语言处理衍生技术如何应用于生物数据

2025-02-15 11:34:08 DRAFT

📃The promise of explainable deep learning for omics data analysis: Adding new discovery tools to AI

📕 Journal: New Biotechnology (I.F.=4.5)🗓 Publish year: 2023🧑‍💻Authors: Mariangela Santorsola, Fr....

2024-09-01 09:24:32 PUBLISHED

📑Deep learning methods in metagenomics: a review

📓Journal: Microbial Genomics (I.F.=4)🗓Publish year: 2024🧑‍💻Authors: Gaspar Roy, Edi Prifti, Euge....

2025-02-11 22:17:16 PUBLISHED

📄A comprehensive survey on computational methods of non-coding RNA and disease association prediction

📗 Journal: Briefings in Bioinformatics (I.F.=6.8)🗓Publish year: 2021🧑‍💻Authors: Xiujuan Lei, Tho....

2024-09-01 08:57:12 PUBLISHED

Deep dive into RNA: a systematic literature review on RNA structure prediction using machine learning methods

📘 Journal: Artificial Intelligence Review (I.F.=10.7)🗓Publish year: 2024🧑‍💻Authors: Michał Budni....

2024-09-01 08:53:12 PUBLISHED

📑The recent advances in the approach of artificial intelligence (AI) towards drug discovery

📗 Journal: Frontiers in Chemistry(I.F.=3.8)🗓Publish year: 2024🧑‍💻Authors: Mahroza Kanwal Khan, M....

2024-09-01 08:42:06 PUBLISHED

深度学习在基因调控中的应用

用于基因调控的神经网络包括: 多层感知机、卷积神经网络、循环神经网络、图神经网络、Transformers

2024-04-22 23:19:05 PUBLISHED