Predicting Drug-drug Interactions using Multi-modal Deep Auto-encoders based Network Embedding and Positive-unlabeled Learning
Publication date: Available online 1 June 2020Source: MethodsAuthor(s): Yang Zhang, Yang Qiu, Yuxin Cui, Shichao Liu, Wen Zhang (Source: Methods)
Source: Methods - June 2, 2020 Category: Molecular Biology Source Type: research
2-[18F]FDG PET/CT radiomics in lung cancer: an overview of the technical aspect and its emerging role in management of the disease
Publication date: Available online 1 June 2020Source: MethodsAuthor(s): Reyhaneh Manafi-Farid, Najme Karamzade-Ziarati, Reza Vali, Felix M. Mottaghy, Mohsen Beheshti (Source: Methods)
Source: Methods - June 2, 2020 Category: Molecular Biology Source Type: research
Methods and approaches to estimate B vitamin status in dairy cow: knowledge, gaps and advances
Publication date: Available online 30 May 2020Source: MethodsAuthor(s): C.L. Girard, Graulet (Source: Methods)
Source: Methods - May 31, 2020 Category: Molecular Biology Source Type: research
Interpretable machine learning in bioinformatics
Publication date: Available online 30 May 2020Source: MethodsAuthor(s): Young-rae Cho, Mingon Kang (Source: Methods)
Source: Methods - May 30, 2020 Category: Molecular Biology Source Type: research
Fluorescence-based actin turnover dynamics of stem cells as a profiling method for stem cell functional evolution, heterogeneity and phenotypic lineage parsing
Publication date: Available online 28 May 2020Source: MethodsAuthor(s): Prakhar Mishra, Richard I. Cohen, Nanxia Zhao, Prabhas V. Moghe (Source: Methods)
Source: Methods - May 29, 2020 Category: Molecular Biology Source Type: research
Stimulated emission depletion (STED) super resolution imaging of RNA- and protein-containing domains in fixed cells
Publication date: Available online 30 April 2020Source: MethodsAuthor(s): Gabrijela Dumbović, Xavier Sanjuan, Manuel Perucho, Sonia-V Forcales (Source: Methods)
Source: Methods - May 27, 2020 Category: Molecular Biology Source Type: research
CHEER: hierarCHical taxonomic classification for viral mEtagEnomic data via deep leaRning
Publication date: Available online 23 May 2020Source: MethodsAuthor(s): Jiayu Shang, Yanni Sun (Source: Methods)
Source: Methods - May 24, 2020 Category: Molecular Biology Source Type: research
Encoder-Decoder CNN Models for Automatic Tracking of Tongue Contours in Real-time Ultrasound Data
Publication date: Available online 22 May 2020Source: MethodsAuthor(s): M. Hamed Mozaffari, Won-Sook Lee (Source: Methods)
Source: Methods - May 24, 2020 Category: Molecular Biology Source Type: research
TOP: A Deep Mixture Representation Learning Method for Boosting Molecular Toxicity Prediction
Publication date: Available online 21 May 2020Source: MethodsAuthor(s): Yuzhong Peng, Ziqiao Zhang, Qizhi Jiang, Jihong Guan, Shuigeng Zhou (Source: Methods)
Source: Methods - May 23, 2020 Category: Molecular Biology Source Type: research
A Novel Graph Attention Adversarial Network for Predicting Disease-related Associations
Publication date: Available online 21 May 2020Source: MethodsAuthor(s): Jinli Zhang, Zongli Jiang, Xiaohua Hu, Bo Song (Source: Methods)
Source: Methods - May 23, 2020 Category: Molecular Biology Source Type: research
Logic-based Analysis of Gene Expression Data Predicts Association Between TNF, TGFB1 and EGF Pathways in Basal-like Breast Cancer
Publication date: Available online 20 May 2020Source: MethodsAuthor(s): Kyuri Jo, Beatriz Santos-Buitrago, Minsu Kim, Sungmin Rhee, Carolyn Talcott, Sun Kim (Source: Methods)
Source: Methods - May 21, 2020 Category: Molecular Biology Source Type: research
An integrated pipeline for high-throughput screening and profiling of spheroids using simple live image analysis of frame to frame variations
Publication date: Available online 21 May 2020Source: MethodsAuthor(s): Haneen Alsehli, Fuad Mosis, Christopher Thomson, Eva Hamrud, Erika Wiseman, Eileen Gentleman, Davide Danovi (Source: Methods)
Source: Methods - May 21, 2020 Category: Molecular Biology Source Type: research
Supervised Mixture of Experts Models for Population Health
Publication date: Available online 21 May 2020Source: MethodsAuthor(s): Xiao Shou, Georgios Mavroudeas, Malik Magdon-Ismail, Jose Figueroa, Jason N. Kuruzovich, Kristin P. Bennett (Source: Methods)
Source: Methods - May 21, 2020 Category: Molecular Biology Source Type: research
The Message Passing Neural Networks for Chemical Property Prediction on SMILES
Publication date: Available online 21 May 2020Source: MethodsAuthor(s): Jeonghee Jo, Bumju Kwak, Hyun-Soo Choi, Sungroh Yoon (Source: Methods)
Source: Methods - May 21, 2020 Category: Molecular Biology Source Type: research
Deep-Hipo: Multi-scale Receptive Field Deep Learning for Histopathological Image Analysis
Publication date: Available online 19 May 2020Source: MethodsAuthor(s): Sai Chandra Kosaraju, Jie Hao, Hyun Min Koh, Mingon Kang (Source: Methods)
Source: Methods - May 20, 2020 Category: Molecular Biology Source Type: research
