pypi: sklearn | Projects | Ecosyste.ms: Papers

10.7717/peerj.11428

Comparative transcriptome profiling of a resistant vs susceptible bread wheat (<i>Triticum aestivum</i> L.) cultivar in response to water deficit and cold stress
Cited by: 9
Author(s): Dmitrii K. Konstantinov, У. С. Зубаирова, Anton A. Ermakov, А. В. Дорошков
Software Mentions: 3
Published: over 3 years ago

10.7717/peerj-cs.389

FNG-IE: an improved graph-based method for keyword extraction from scholarly big-data
Cited by: 5
Author(s): Noman Tahir, Muhammad Asif, Shahbaz Ahmad, Muhammad Sheraz Arshad Malik, Hanan Aljuaid, Muhammad Arif Butt, Mobashar Rehman
Software Mentions: 3
Published: over 3 years ago

10.3390/pharmaceutics13071026

Machine Learning Uncovers Adverse Drug Effects on Intestinal Bacteria
Cited by: 26
Author(s): Laura E. McCoubrey, Moe Elbadawi, Mine Orlu, Simon Gaisford, Abdul W. Basit
Software Mentions: 3
Published: over 3 years ago

10.1186/s13007-020-00620-6

Yield prediction by machine learning from UAS-based multi-sensor data fusion in soybean
Cited by: 40
Author(s): Mónica Herrero-Huerta, Pablo Rodríguez‐Gonzálvez, Katy Martin Rainey
Software Mentions: 3
Published: over 4 years ago

10.1371/journal.pcbi.1007621

FilterDCA: Interpretable supervised contact prediction using inter-domain coevolution
Cited by: 9
Author(s): Maureen Muscat, Giancarlo Croce, Edoardo Sarti, Martin Weigt
Software Mentions: 3
Published: about 4 years ago

10.1371/journal.pgen.1007794

Genetic architecture and selective sweeps after polygenic adaptation to distant trait optima
Cited by: 44
Author(s): Markus G Stetter, Kevin R. Thornton, Jeffrey Ross‐Ibarra
Software Mentions: 3
Published: about 6 years ago

10.1371/journal.pone.0144610

pyAudioAnalysis: An Open-Source Python Library for Audio Signal Analysis
Cited by: 294
Author(s): Θεόδωρος Γιαννακόπουλος
Software Mentions: 3
Published: almost 9 years ago

10.1371/journal.pone.0197595

Beyond degree and betweenness centrality: Alternative topological measures to predict viral targets
Cited by: 7
Author(s): Prajwal Devkota, Matt C. Danzi, Stefan Wuchty
Software Mentions: 3
Published: over 6 years ago

10.1371/journal.pone.0254339

The management of COVID-19 cases through telemedicine in Brazil
Cited by: 13
Author(s): Alfredo Montelongo, João Luiz Becker, Rudi Roman, Elise Botteselle de Oliveira, Roberto Nunes Umpierre, Marcelo Gonçalves, Rodolfo Silva, Katarzyna Doniec, Ali K. Yetisen
Software Mentions: 3
Published: over 3 years ago

10.1371/journal.pone.0242683

Characterizing infectious disease progression through discrete states using hidden Markov models
Cited by: 2
Author(s): Kristina Ceres, Y.H. Schukken, Yrjo T. Gröhn
Software Mentions: 3
Published: about 4 years ago

10.1371/journal.pone.0235750

Machine learning for modeling animal movement
Cited by: 25
Author(s): Dhanushi A. Wijeyakulasuriya, Elizabeth Eisenhauer, Benjamin A. Shaby, Ephraim M. Hanks
Software Mentions: 3
Published: over 4 years ago

10.3390/cancers13174468

Tumor Nonimmune-Microenvironment-Related Gene Expression Signature Predicts Brain Metastasis in Lung Adenocarcinoma Patients after Surgery: A Machine Learning Approach Using Gene Expression Profiling
Cited by: 4
Author(s): Seokjin Haam, Jae‐Ho Han, Hyun Woo Lee, Young Wha Koh
Software Mentions: 3
Published: about 3 years ago

10.1186/s13148-020-00939-w

Leveraging locus-specific epigenetic heterogeneity to improve the performance of blood-based DNA methylation biomarkers
Cited by: 5
Author(s): Brendan Miller, Thomas R. Pisanic, Gennady Margolin, Hanna M. Petrykowska, Pornpat Athamanolap, Alexander Goncearenco, Akosua Osei-Tutu, Christina M. Annunziata, Tza‐Huei Wang, Laura Elnitski
Software Mentions: 3
Published: about 4 years ago

10.1186/s13148-021-01163-w

Diagnosis of pulmonary nodules by DNA methylation analysis in bronchoalveolar lavage fluids
Cited by: 10
Author(s): Lei Li, Zhujia Ye, Yang Sai, Hao Yang, Jing Jin, Yingying Zhu, Jinsheng Tao, Siyu Chen, Jiehan Xu, Yanying Li, Weihe Liang, Bo Wang, Mingli Yang, Qiaoyun Huang, Zhiwei Chen, Weimin Liu, Jian‐Bing Fan, Dan Liu
Software Mentions: 3
Published: about 3 years ago

10.1155/2021/2203636

Identification of Novel COVID-19 Biomarkers by Multiple Feature Selection Strategies
Cited by: 2
Author(s): Shuai Zhang, Renliang Qu, Pengyan Wang, Shenghan Wang
Software Mentions: 3
Published: about 3 years ago

10.1016/j.csbj.2018.12.005

Residue Adjacency Matrix Based Feature Engineering for Predicting Cysteine Reactivity in Proteins
Cited by: 11
Author(s): Norman Mapes, Christopher Rodriguez, Pradeep Chowriappa, Sumeet Dua
Software Mentions: 3
Published: almost 6 years ago

10.1007/s00259-021-05326-y

Real-time intraoperative glioma diagnosis using fluorescence imaging and deep convolutional neural networks
Cited by: 16
Author(s): Biluo Shen, Zhe Zhang, Xiaojing Shi, Chuanxiang Cao, Zeyu Zhang, Zhenhua Hu, Nan Ji, Jie Tian
Software Mentions: 3
Published: over 3 years ago

10.3389/frai.2021.678678

Data-Driven Prediction of Fatigue in Parkinson’s Disease Patients
Cited by: 1
Author(s): Dong Goo Lee, Adrian Lindsay, Adam Yu, Samantha Neilson, Kristen Sundvick, Ella Golz, Liam H. Foulger, Maryam S. Mirian, Silke Appel‐Cresswell
Software Mentions: 3
Published: about 3 years ago

10.3389/fbioe.2020.00701

A Deep Learning Framework to Predict Tumor Tissue-of-Origin Based on Copy Number Alteration
Cited by: 18
Author(s): Ying Liang, Haifeng Wang, Jialiang Yang, Li Xiong, Chan Dai, Peng Shao, Geng Tian, Bo Wang, Yinglong Wang
Software Mentions: 3
Published: over 4 years ago

10.3389/fcell.2020.594587

DeepCSO: A Deep-Learning Network Approach to Predicting Cysteine S-Sulphenylation Sites
Cited by: 16
Author(s): Xiaru Lyu, Shuhao Li, Chunyang Jiang, Ningning He, Zhe Chen, Yang Zou, Lei Li
Software Mentions: 3
Published: almost 4 years ago

10.3389/fcell.2020.00368

Reveal the Regulation Patterns of Prognosis-Related miRNAs and lncRNAs Across Solid Tumors in the Cancer Genome Atlas
Cited by: 1
Author(s): Zuojing Yin, Qiming Wang, Xinmiao Yan, Lu Zhang, Kailin Tang, Zhiwei Cao, Tianyi Qiu
Software Mentions: 3
Published: over 4 years ago

10.3389/fcell.2021.668738

Screening for Core Genes Related to Pathogenesis of Alzheimer’s Disease
Cited by: 3
Author(s): Long-Xiu Yang, Yuan Qin, Chongdong Jian
Software Mentions: 3
Published: over 3 years ago

10.3389/fncom.2019.00075

Extracting Reproducible Time-Resolved Resting State Networks Using Dynamic Mode Decomposition
Cited by: 25
Author(s): James Kunert-Graf, Kristian Eschenburg, David J. Galas, J. Nathan Kutz, Swati Rane, Bingni W. Brunton
Software Mentions: 3
Published: about 5 years ago

10.3389/fgene.2021.600040

A Stacking Ensemble Learning Framework for Genomic Prediction
Cited by: 26
Author(s): Mang Liang, Tianpeng Chang, Bingxing An, Xinghai Duan, Lili Du, Xiaoqiao Wang, Jianyin Miao, Lingyang Xu, Xue Gao, Lupei Zhang, Junya Li, Huijiang Gao
Software Mentions: 3
Published: over 3 years ago

10.3389/fnhum.2019.00191

EEG-Based Prediction of Cognitive Load in Intelligence Tests
Cited by: 49
Author(s): Nir Friedman, Tomer Fekete, Ya’akov Gal, Oren Shriki
Software Mentions: 3
Published: over 5 years ago

10.3389/fmicb.2019.01446

Pan-Genomic and Polymorphic Driven Prediction of Antibiotic Resistance in Elizabethkingia
Cited by: 13
Author(s): Bryan Naidenov, Alexander Lim, Karyn Willyerd, Nathanial Torres, William L. Johnson, Hong Jin Hwang, Peter R. Hoyt, John E. Gustafson, Charles Chen
Software Mentions: 3
Published: over 5 years ago

10.3389/fmolb.2020.601065

RASPD+: Fast Protein-Ligand Binding Free Energy Prediction Using Simplified Physicochemical Features
Cited by: 14
Author(s): Stefan Holderbach, Lukas Adam, B. Jayaram, Rebecca C. Wade, Goutam Mukherjee
Software Mentions: 3
Published: almost 4 years ago

10.3389/fonc.2019.00821

CT-Based Radiomics Signature for the Preoperative Discrimination Between Head and Neck Squamous Cell Carcinoma Grades
Cited by: 36
Author(s): Wenli Wu, Junyong Ye, Qi Wang, Jin Luo, Shengsheng Xu
Software Mentions: 3
Published: about 5 years ago

10.3389/fonc.2020.00464

Development and Validation of a Deep Learning Radiomics Model Predicting Lymph Node Status in Operable Cervical Cancer
Cited by: 23
Author(s): Taotao Dong, Chun Yang, Baoxia Cui, Ting Zhang, Xuyang Sun, Kun Song, Linlin Wang, Beihua Kong, Xinggang Yang
Software Mentions: 3
Published: over 4 years ago

10.3389/fped.2020.605219

Investigating Pregnancy and Its Complications Using Circulating Cell-Free RNA in Women's Blood During Gestation
Cited by: 20
Author(s): Mira N. Moufarrej, Ronald J. Wong, Gary M. Shaw, David K. Stevenson, Stephen R. Quake
Software Mentions: 3
Published: almost 4 years ago

10.3389/frobt.2019.00049

What Can You See? Identifying Cues on Internal States From the Movements of Natural Social Interactions
Cited by: 5
Author(s): Madeleine Bartlett, Charlotte Edmunds, Tony Belpaeme, Serge Thill, Séverin Lemaignan
Software Mentions: 3
Published: over 5 years ago

10.3390/genes9090424

Human Age Prediction Based on DNA Methylation Using a Gradient Boosting Regressor
Cited by: 41
Author(s): Xingyan Li, Weidong Li, Yan Xu
Software Mentions: 3
Published: over 6 years ago

10.3390/genes11080904

The Gut Microbiota Profile in Children with Prader–Willi Syndrome
Cited by: 17
Author(s): Ye Peng, Qiming Tan, Shima Afhami, Edward C. Deehan, Suisha Liang, Marie G. Gantz, Lucila Triador, Karen Madsen, Jens Walter, Hein Min Tun, Andrea M. Haqq
Software Mentions: 3
Published: over 4 years ago

10.1186/s13059-019-1643-1

bin3C: exploiting Hi-C sequencing data to accurately resolve metagenome-assembled genomes
Cited by: 60
Author(s): Matthew Z. DeMaere, Aaron E. Darling
Software Mentions: 3
Published: over 5 years ago

10.1186/s13059-020-01996-3

Insights gained from a comprehensive all-against-all transcription factor binding motif benchmarking study
Cited by: 37
Author(s): Giovanna Ambrosini, Ilya E. Vorontsov, Dmitry Penzar, Romain Groux, Oriol Fornés, Daria D. Nikolaeva, Benoît Ballester, Jan Grau, Ivo Große, Vsevolod J. Makeev, Ivan V. Kulakovskiy, Philipp Bücher
Software Mentions: 3
Published: over 4 years ago

10.1186/s13059-021-02305-2

Identification of pathogenic variants in cancer genes using base editing screens with editing efficiency correction
Cited by: 19
Author(s): Changcai Huang, Guangyu Li, Jiayu Wu, Junbo Liang, Xiaoyue Wang
Software Mentions: 3
Published: over 3 years ago

10.1007/s11357-020-00297-8

Plasma dilution improves cognition and attenuates neuroinflammation in old mice
Cited by: 33
Author(s): Melod Mehdipour, Taha Mehdipour, Colin M. Skinner, Nathan Wong, Chao Liu, Chia Chien Chen, Ok Hee Jeon, Yi Zuo, Michael J. Conboy, Irina M. Conboy
Software Mentions: 3
Published: about 4 years ago

10.1016/j.jbc.2021.100956

OdoriFy: A conglomerate of artificial intelligence–driven prediction engines for olfactory decoding
Cited by: 12
Author(s): Ria Gupta, Aayushi Mittal, V. P. Agrawal, Samarth Gupta, Kavya Gupta, Rishi Raj Jain, Prakriti Garg, Sanjay Kumar Mohanty, Riya Sogani, Harshit Singh Chhabra, Vishakha Gautam, Tripti Mishra, Debarka Sengupta, Gaurav Ahuja
Software Mentions: 3
Published: over 3 years ago

10.1186/s13321-015-0078-2

Open Drug Discovery Toolkit (ODDT): a new open-source player in the drug discovery field
Cited by: 120
Author(s): Maciej Wójcikowski, Piotr Zielenkiewicz, Paweł Siedlecki
Software Mentions: 3
Published: over 9 years ago

10.1186/s13321-016-0182-y

A novel applicability domain technique for mapping predictive reliability across the chemical space of a QSAR: reliability-density neighbourhood
Cited by: 37
Author(s): Natália Aniceto, Alex A. Freitas, Andreas Bender, Taravat Ghafourian
Software Mentions: 3
Published: almost 8 years ago

10.1186/s13321-021-00486-3

ASFP (Artificial Intelligence based Scoring Function Platform): a web server for the development of customized scoring functions
Cited by: 8
Author(s): Xujun Zhang, Chao Shen, Xueying Guo, Zhe Wang, Gaoqi Weng, Qing Ye, Gaoang Wang, Qiaojun He, Bo Yang, Dong‐Sheng Cao, Tingjun Hou
Software Mentions: 3
Published: almost 4 years ago

10.18653/v1/2020.coling-main.261

Autoregressive Affective Language Forecasting: A Self-Supervised Task
Cited by: 1
Author(s): Matthew Matero, H. Andrew Schwartz
Software Mentions: 3
Published: almost 5 years ago

10.1098/rsos.181806

Accurate wisdom of the crowd from unsupervised dimension reduction
Cited by: 1
Author(s): Lingfei Wang, Tom Michoel
Software Mentions: 3
Published: over 5 years ago

10.1177/2472555218818053

Unbiased Phenotype Detection Using Negative Controls
Cited by: 2
Author(s): Antje Janosch, Carolin Kaffka, Marc Bickle
Software Mentions: 3
Published: over 5 years ago

10.1038/s41597-019-0331-z

Profiling the effect of nafcillin on HA-MRSA D712 using bacteriological and physiological media
Cited by: 7
Author(s): Abhishek Rajput, Saugat Poudel, Hannah Tsunemoto, Michael J. Meehan, Richard Szubin, Connor A. Olson, Anne Lamsa, Yara Seif, Nicholas Dillon, Alison Vrbanac, Joseph Sugie, Samira Dahesh, Jonathan M. Monk, Pieter C. Dorrestein, Rob Knight, Victor Nizet, Bernhard Ø. Palsson, Adam M. Feist, Joe Pogliano
Software Mentions: 3
Published: almost 5 years ago

10.1038/s41598-019-38894-z

The cingulum as a marker of individual differences in neurocognitive development
Cited by: 39
Author(s): Joe Bathelt, Amy Johnson, Mengya Zhang, Duncan E. Astle
Software Mentions: 3
Published: almost 6 years ago

10.1038/s41598-019-41814-w

Meta-path Based Prioritization of Functional Drug Actions with Multi-Level Biological Networks
Cited by: 1
Author(s): Seyeol Yoon, Doheon Lee
Software Mentions: 3
Published: over 5 years ago

10.1038/s41598-019-42276-w

Radiomic features and multilayer perceptron network classifier: a robust MRI classification strategy for distinguishing glioblastoma from primary central nervous system lymphoma
Cited by: 67
Author(s): Jihye Yun, Ji Eun Park, Hyunna Lee, Sungwon Ham, Namkug Kim, Ho Sung Kim
Software Mentions: 3
Published: over 5 years ago

10.1038/s41598-020-66611-8

The development of a scoring and ranking strategy for a patient-tailored adverse drug reaction prediction in polypharmacy
Cited by: 5
Author(s): Andrei Valeanu, Cristian Damian, Cristina Daniela Marineci, Simona Negreş
Software Mentions: 3
Published: over 4 years ago

10.1038/s41598-020-74823-1

Predicting human health from biofluid-based metabolomics using machine learning
Cited by: 15
Author(s): Ethan D. Evans, Claire Duvallet, Nathaniel D. Chu, Michael Oberst, Michael Murphy, Isaac Rockafellow, David Sontag, Eric J. Alm
Software Mentions: 3
Published: about 4 years ago

10.1038/s41598-020-76132-z

Differentiation of low and high grade renal cell carcinoma on routine MRI with an externally validated automatic machine learning algorithm
Cited by: 7
Author(s): Subhanik Purkayastha, Yijun Zhao, Jing Wu, Rong Hu, A. McGirr, Sukhdeep Singh, Ken Chang, Raymond Y. Huang, Paul J. Zhang, Alvin Silva, Michael C. Soulen, S. William Stavropoulos, Zishu Zhang, Harrison X. Bai
Software Mentions: 3
Published: about 4 years ago

10.1038/s41598-020-77069-z

Genomic selection for heterobothriosis resistance concurrent with body size in the tiger pufferfish, Takifugu rubripes
Cited by: 10
Author(s): Zijie Lin, S. Hosoya, Mana Sato, Naoki Mizuno, Yuki Kobayashi, Takuya Itou, Kiyoshi Kikuchi
Software Mentions: 3
Published: about 4 years ago

10.1038/s41598-021-84295-6

Automation of surgical skill assessment using a three-stage machine learning algorithm
Cited by: 39
Author(s): Joël L. Lavanchy, Joël Zindel, Kadir Kirtaç, Isabell Twick, Enes Hosgor, Daniel Candinas, Guido Beldi
Software Mentions: 3
Published: over 3 years ago

10.1038/s41598-021-86015-6

K-means quantization for a web-based open-source flow cytometry analysis platform
Cited by: 2
Author(s): Nathan Wong, Dae-Hwan Kim, Zachery Robinson, Connie Huang, Irina M. Conboy
Software Mentions: 3
Published: over 3 years ago

10.1038/s41598-021-90566-z

Identification of risk groups for mental disorders, headache and oral behaviors in adults during the COVID-19 pandemic
Cited by: 24
Author(s): Mieszko Więckiewicz, Dariusz Danel, Maciej Pondel, Joanna Smardz, Helena Martynowicz, Tomasz Wieczorek, Grzegorz Mazur, Robert Pudło, Gniewko Więckiewicz
Software Mentions: 3
Published: over 3 years ago

10.1038/s41598-021-94897-9

TrendyGenes, a computational pipeline for the detection of literature trends in academia and drug discovery
Cited by: 3
Author(s): Guillermo Serrano Nájera, David Narganes Carlón, Daniel Crowther
Software Mentions: 3
Published: over 3 years ago

10.3390/s19071738

Fear Level Classification Based on Emotional Dimensions and Machine Learning Techniques
Cited by: 46
Author(s): Oana Bălan, Gabriela Moise, Alin Moldoveanu, Marius Leordeanu, Florica Moldoveanu
Software Mentions: 3
Published: over 5 years ago

10.3390/s19122775

UAV Positioning for Throughput Maximization Using Deep Learning Approaches
Cited by: 38
Author(s): Yirga Yayeh Munaye, Hsin‐Piao Lin, Abebe Belay, Getaneh Berie Tarekegn
Software Mentions: 3
Published: over 5 years ago

10.3390/s19132967

Smart Management Consumption in Renewable Energy Fed Ecosystems
Cited by: 7
Author(s): Francisco-Javier Ferrández-Pastor, Juan Manuel García‐Chamizo, Sergio Gómez-Trillo, Rafael J. Valdivieso-Sarabia, Mario Nieto-Hidalgo
Software Mentions: 3
Published: over 5 years ago

10.3390/s20072140

A Method for Human Facial Image Annotation on Low Power Consumption Autonomous Devices
Cited by: 1
Author(s): Tomasz Hachaj
Software Mentions: 3
Published: over 4 years ago

10.3390/s20102834

Heart Rate Variability and Accelerometry as Classification Tools for Monitoring Perceived Stress Levels—A Pilot Study on Firefighters
Cited by: 22
Author(s): Michał Meina, Ewa Ratajczak, Maria Sadowska, K. P. Rykaczewski, Joanna Dreszer, Bibianna Bałaj, S. Biedugnis, Wojciech Węgrzyński, Adam Krasuski
Software Mentions: 3
Published: over 4 years ago

10.3390/s20185030

Lightweight Driver Behavior Identification Model with Sparse Learning on In-Vehicle CAN-BUS Sensor Data
Cited by: 21
Author(s): Saeed Ullah, Deok‐Hwan Kim
Software Mentions: 3
Published: about 4 years ago

10.3390/s21144713

Physical Activity Recognition Based on a Parallel Approach for an Ensemble of Machine Learning and Deep Learning Classifiers
Cited by: 5
Author(s): Mariem Abid, Amal Khabou, Youssef Ouakrim, Hugo Watel, Safouene Chemcki, Amar Mitiche, Amel Benazza-Benyahia, Neila Mezghani
Software Mentions: 3
Published: over 3 years ago

10.3390/sports7110232

Relationship between Cyclic and Non-Cyclic Force-Velocity Characteristics in BMX Cyclists
Cited by: 3
Author(s): Micah Gross, Thomy Gross
Software Mentions: 3
Published: about 5 years ago

10.1128/mSystems.00310-20

Coevolutionary Analysis Reveals a Conserved Dual Binding Interface between Extracytoplasmic Function σ Factors and Class I Anti-σ Factors
Cited by: 2
Author(s): Delia Casas-Pastor, Angelika Diehl, Georg Fritz
Software Mentions: 3
Published: about 4 years ago

10.7150/ijbs.42080

Ligand-receptor interaction atlas within and between tumor cells and T cells in lung adenocarcinoma
Cited by: 32
Author(s): Zhencong Chen, Xiaodong Yang, Guoshu Bi, Jiaqi Liang, Zhengyang Hu, Mengnan Zhao, Ming Li, Tao Lu, Yuansheng Zheng, Qihai Sui, Yong Yang, Cheng Zhan, Wei Jiang, Qun Wang, Liang Tan
Software Mentions: 3
Published: almost 5 years ago

10.2196/29331

A Deep Neural Network for Estimating Low-Density Lipoprotein Cholesterol From Electronic Health Records: Real-Time Routine Clinical Application
Cited by: 6
Author(s): Sangwon Hwang, Chanwoo Gwon, Dong Woo Seo, Jooyoung Cho, Jang Young Kim, Young Uh
Software Mentions: 3
Published: over 3 years ago

10.3390/ijerph17051510

Detecting Binge Drinking and Alcohol-Related Risky Behaviours from Twitter’s Users: An Exploratory Content- and Topology-Based Analysis
Cited by: 11
Author(s): Cristina Crocamo, Marco Viviani, Francesco Bartoli, Giuseppe Carrà, Gabriella Pasi
Software Mentions: 3
Published: over 4 years ago

10.3390/ijerph18062918

A Data Augmentation-Based Evaluation System for Regional Direct Economic Losses of Storm Surge Disasters
Cited by: 7
Author(s): Haiyan Sun, Jin Wang, Wentao Ye
Software Mentions: 3
Published: over 3 years ago

10.3390/ijms22115802

OCRDetector: Accurately Detecting Open Chromatin Regions via Plasma Cell-Free DNA Sequencing Data
Cited by: 3
Author(s): Jiayin Wang, Liubin Chen, Xuanping Zhang, Yao Tong, Tian Zheng
Software Mentions: 3
Published: over 3 years ago

10.2196/29058

A Machine Learning Approach for Mortality Prediction in COVID-19 Pneumonia: Development and Evaluation of the Piacenza Score
Cited by: 28
Author(s): Géza Halász, Michela Sperti, Matteo Villani, Umberto Michelucci, Piergiuseppe Agostoni, Andrea Biagi, Luca Rossi, Andrea Botti, Chiara Mari, Marco Maccarini, Filippo Pura, Loris Roveda, Alessia Nardecchia, Emanuele Mottola, Massimo Nolli, Elisabetta Salvioni, Massimo Mapelli, Marco Agostino Deriu, Dario Piga, Massimo Piepoli
Software Mentions: 3
Published: over 3 years ago

10.1523/JNEUROSCI.1578-18.2018

Insensitivity of place cells to the value of spatial goals in a two-choice flexible navigation task
Cited by: 33
Author(s): Éléonore Duvelle, Roddy M. Grieves, Vincent Hok, Bruno Poucet, Angelo Arleo, Kate J. Jeffery, Étienne Save
Software Mentions: 3
Published: almost 6 years ago

10.1016/j.isci.2021.102950

Comparative proteomic investigation of multiple methicillin-resistant Staphylococcus aureus strains generated through adaptive laboratory evolution
Cited by: 10
Author(s): Jordy Evan Sulaiman, Lexin Long, Long Wu, Pei‐Yuan Qian, Henry Lam
Software Mentions: 3
Published: about 3 years ago

10.1523/ENEURO.0122-21.2021

MEYE: Web App for Translational and Real-Time Pupillometry
Cited by: 9
Author(s): Raffaele Mazziotti, Fabio Carrara, Aurelia Viglione, Leonardo Lupori, Luca Lo Verde, Alessandro Benedetto, Giulia Ricci, Giulia Sagona, Giuseppe Amato, Tommaso Pizzorusso
Software Mentions: 3
Published: about 3 years ago

10.3390/microorganisms8030331

Clustering of Bacterial Growth Dynamics in Response to Growth Media by Dynamic Time Warping
Cited by: 6
Author(s): Yangyang Cao, Tetsuya Yomo, Bei‐Wen Ying
Software Mentions: 2
Published: over 4 years ago

10.1371/journal.pcbi.1006078

SARNAclust: Semi-automatic detection of RNA protein binding motifs from immunoprecipitation data
Cited by: 5
Author(s): Iván Dotú, Scott I. Adamson, Benjamin Coleman, Cyril Fournier, Emma Ricart-Altimiras, Eduardo Eyras, Jeffrey H. Chuang
Software Mentions: 2
Published: over 6 years ago

10.1371/journal.pone.0090562

An algorithm for finding biologically significant features in microarray data based on a priori manifold learning.
Cited by: 6
Author(s): Zena M. Hira, George Trigeorgis, Donald Gillies
Software Mentions: 2
Published: almost 11 years ago

10.3390/metabo10030122

Deriving Lipid Classification Based on Molecular Formulas
Cited by: 9
Author(s): Joshua M. Mitchell, Robert M. Flight, Hunter N. B. Moseley
Software Mentions: 2
Published: over 4 years ago

10.1038/s41598-021-91632-2

Prediction of caregiver quality of life in amyotrophic lateral sclerosis using explainable machine learning
Cited by: 10
Author(s): Anna Markella Antoniadi, Miriam Galvin, Mark Heverin, Orla Hardiman, Catherine Mooney
Software Mentions: 2
Published: over 3 years ago

10.1038/s41598-021-90624-6

Total nitrogen estimation in agricultural soils via aerial multispectral imaging and LIBS
Cited by: 12
Author(s): Md Abir Hossen, Prasoon K. Diwakar, Shankarachary Ragi
Software Mentions: 2
Published: over 3 years ago

10.3389/fonc.2020.00680

Deep Learning for Accurate Diagnosis of Liver Tumor Based on Magnetic Resonance Imaging and Clinical Data
Cited by: 92
Author(s): Shihui Zhen, Ming Cheng, Yu Tao, Yi Fan Wang, Sarun Juengpanich, Zhidi Jiang, Yan Jiang, Yu Yan, Wei Lü, Jie Min Lue, Jia Qian, Zhaohui Wu, Ji Sun, Hai Lin, Xun-Zi Cai
Software Mentions: 2
Published: over 4 years ago

10.3390/jpm11060501

Machine Learning to Predict In-Hospital Mortality in COVID-19 Patients Using Computed Tomography-Derived Pulmonary and Vascular Features
Cited by: 18
Author(s): Simone Schiaffino, Marina Codari, Andrea Cozzi, Domenico Albano, Marco Alì, Roberto Arioli, Emanuele Avola, Claudio Bnà, Maurizio Cariati, Serena Carriero, Massimo Cressoni, Pietro Danna, Gianmarco Della Pepa, Giovanni Di Leo, Francesco Dolci, Zeno Falaschi, Nicola Flor, Riccardo Foà, Salvatore Gitto, Giovanni Leati, Veronica Magni, Alexis Elias Malavazos, Giovanni Mauri, Carmelo Messina, Lorenzo Monfardini, Alessio Paschè, Filippo Pesapane, Luca Maria Sconfienza, Francesco Secchi, Edoardo Segalini, A Spinazzola, Valeria Tombini, Silvia Tresoldi, Angelo Vanzulli, Ilaria Vicentin, Domenico Zagaria, Dominik Fleischmann, Francesco Sardanelli
Software Mentions: 2
Published: over 3 years ago

10.3390/ijms22094632

Target Prediction Model for Natural Products Using Transfer Learning
Cited by: 8
Author(s): Bo Qiang, Junyong Lai, Hongwei Jin, Liangren Zhang, Zhenming Liu
Software Mentions: 2
Published: over 3 years ago

10.1038/s41598-021-95957-w

Deep forest model for diagnosing COVID-19 from routine blood tests
Cited by: 16
Author(s): Maryam AlJame, Ayyub Imtiaz, Imtiaz Ahmad, Ameer Mohammed
Software Mentions: 2
Published: over 3 years ago

10.1038/s41598-021-95568-5

A simple and fast spectroscopy-based technique for Covid-19 diagnosis
Cited by: 29
Author(s): Driss Lahlou Kitane, Salma LOUKMAN, Nabila Marchoudi, A. Fernandez-Galiana, Fatima Zahra El Ansari, Farah Jouali, Jamal Badir, Jean‐Luc Gala, Dimitris Bertsimas, Nawfal Azami, Omar Lakbita, Omar Moudam, Rachid Benhida, Jamal Fekkak
Software Mentions: 2
Published: over 3 years ago

10.1186/s12859-019-2735-3

MD-SVM: a novel SVM-based algorithm for the motif discovery of transcription factor binding sites
Cited by: 10
Author(s): Jialu Hu, Jingru Wang, Jianan Lin, Tianwei Liu, Yuanke Zhong, Jie Liu, Yanyan Zheng, Yiqun Gao, Junhao He, Xuequn Shang
Software Mentions: 2
Published: over 5 years ago

10.1117/1.JBO.23.5.056008

Context encoding enables machine learning-based quantitative photoacoustics
Cited by: 41
Author(s): Thomas Kirchner, Janek Gröhl, Lena Maier-Hein
Software Mentions: 2
Published: over 6 years ago

10.3389/fmicb.2021.694534

An Ensemble Matrix Completion Model for Predicting Potential Drugs Against SARS-CoV-2
Cited by: 2
Author(s): Wen Li, Shulin Wang, Junlin Xu
Software Mentions: 2
Published: over 3 years ago

10.3390/s18092840

Exploiting Linear Support Vector Machine for Correlation-Based High Dimensional Data Classification in Wireless Sensor Networks
Cited by: 6
Author(s): Lawrence Mwenda Muriira, Zhiwei Zhao, Geyong Min
Software Mentions: 2
Published: about 6 years ago

10.1111/jcmm.14231

Predicting overall survival of patients with hepatocellular carcinoma using a three‐category method based on DNA methylation and machine learning
Cited by: 26
Author(s): Rui‐Zhao Dong, Xuan Yang, Xinyu Zhang, Ping Gao, Ai–Wu Ke, Hui‐Chuan Sun, Jian Zhou, Jia Fan, Jia‐Bin Cai, Guo‐Ming Shi
Software Mentions: 2
Published: almost 6 years ago

10.1371/journal.pone.0244477

Epidemiology, clinical characteristics, household transmission, and lethality of severe acute respiratory syndrome coronavirus-2 infection among healthcare workers in Ontario, Canada
Cited by: 28
Author(s): Kevin L Schwartz, Camille Achonu, Sarah A Buchan, Kevin A. Brown, Brenda Lee, Michael Whelan, JH Wu, Gary Garber
Software Mentions: 2
Published: almost 4 years ago

10.18632/aging.203447

Association between housing type and accelerated biological aging in different sexes: moderating effects of health behaviors
Cited by: 2
Author(s): Ted Kheng Siang Ng, David B. Matchar, Timothy V. Pyrkov, П. О. Федичев, Angelique Chan, Brian K. Kennedy
Software Mentions: 2
Published: about 3 years ago

10.1186/s12859-020-03932-5

GEOlimma: differential expression analysis and feature selection using pre-existing microarray data
Cited by: 4
Author(s): Liangqun Lu, Kevin Townsend, Bernie J. Daigle
Software Mentions: 2
Published: almost 4 years ago

10.7554/eLife.66921

Integrative transcriptomic analysis of tissue-specific metabolic crosstalk after myocardial infarction
Cited by: 16
Author(s): Muhammad Arif, Martina Klevstig, Rui Benfeitas, Stephen Doran, Hasan Türkez, Mathias Uhlén, Maryam Clausen, Johannes Wikström, Damla Etal, Cheng Cheng Zhang, Malin Levin, Adil Mardinoğlu, Jan Borén
Software Mentions: 2
Published: over 3 years ago

10.3390/s19122712

Two-Stage Latent Dynamics Modeling and Filtering for Characterizing Individual Walking and Running Patterns with Smartphone Sensors
Cited by: 3
Author(s): Jae-In Kim, Ju-Won Lee, Woongjin Jang, Seri Lee, Hongjoong Kim, Jooyoung Park
Software Mentions: 2
Published: over 5 years ago

10.1186/s12859-020-03574-7

PPAI: a web server for predicting protein-aptamer interactions
Cited by: 9
Author(s): Jianwei Li, Xiaoyu Ma, Xichuan Li, Jun Gu
Software Mentions: 2
Published: over 4 years ago

10.2196/22609

Detection of Hate Speech in COVID-19–Related Tweets in the Arab Region: Deep Learning and Topic Modeling Approach
Cited by: 36
Author(s): Raghad Alshalan, Hend S. Al‐Khalifa, Duaa AlSaeed, Heyam H. Al-Baity, Shahad Alshalan
Software Mentions: 2
Published: almost 4 years ago

10.3390/s19204504

Towards a Portable Model to Discriminate Activity Clusters from Accelerometer Data
Cited by: 7
Author(s): Philip C. Jones, Evgeny M. Mirkes, Thomas Yates, Charlotte L. Edwardson, Mike Catt, Melanie J. Davies, Kamlesh Khunti, Alex V. Rowlands
Software Mentions: 2
Published: about 5 years ago

10.3390/jcm10102133

An Inverse Relation between Hyperglycemia and Skeletal Muscle Mass Predicted by Using a Machine Learning Approach in Middle-Aged and Older Adults in Large Cohorts
Cited by: 17
Author(s): Xuangao Wu, Sunmin Park
Software Mentions: 2
Published: over 3 years ago

10.3390/genes12060870

Age Prediction of Human Based on DNA Methylation by Blood Tissues
Cited by: 5
Author(s): Jiansheng Zhang, Hongli Fu, Yan Xu
Software Mentions: 2
Published: over 3 years ago

Projects: pypi: sklearn

Papers Mentioning sklearn 559