pypi: sklearn | Projects | Ecosyste.ms: Papers

10.1186/s12859-019-3238-y

Old drug repositioning and new drug discovery through similarity learning from drug-target joint feature spaces
Cited by: 9
Author(s): Yi Zheng, Hui Peng, Xiaocai Zhang, Zhixun Zhao, Xiaoying Gao, Jinyan Li
Software Mentions: 2
Published: almost 5 years ago

10.3390/genes12081280

PlantMirP2: An Accurate, Fast and Easy-To-Use Program for Plant Pre-miRNA and miRNA Prediction
Cited by: 4
Author(s): Dashuai Fan, Yuangen Yao, Ming Yi
Software Mentions: 2
Published: about 3 years ago

10.3390/s20061761

Using Deep Learning to Forecast Maritime Vessel Flows
Cited by: 24
Author(s): Xiangyu Zhou, Zhengjiang Liu, Fengwu Wang, Yajuan Xie, Xuexi Zhang
Software Mentions: 2
Published: over 4 years ago

10.1107/S2059798318005752

<i>SIMBAD</i>: a sequence-independent molecular-replacement pipeline
Cited by: 24
Author(s): Adam J Simpkin, Felix Šimkovic, Jens M. H. Thomas, Martin Savko, А. А. Лебедев, Ville Uski, Clive Ballard, Marcin Wojdyr, Rui Wu, Ruslan Sanishvili, Yibin Xu, María‐Natalia Lisa, Alejandro Buschiazzo, William Shepard, Daniel J. Rigden, Ronan Keegan
Software Mentions: 2
Published: over 6 years ago

10.3390/s20082263

Combination of Smartphone MEMS Sensors and Environmental Prior Information for Pedestrian Indoor Positioning
Cited by: 8
Author(s): Lu Huang, Hongsheng Li, Baoguo Yu, Xingli Gan, Boyuan Wang, Yaning Li, Ronggang Zhu
Software Mentions: 2
Published: over 4 years ago

10.3390/ma14164518

Analyzing the Compressive Strength of Ceramic Waste-Based Concrete Using Experiment and Artificial Neural Network (ANN) Approach
Cited by: 33
Author(s): Hongwei Song, Ayaz Ahmad, Krzysztof Ostrowski, Marta Dudek
Software Mentions: 2
Published: about 3 years ago

10.3390/s20092591

Deep Compressed Sensing for Learning Submodular Functions
Cited by: 7
Author(s): Yu Chung Tsai, Kuo-Shih Tseng
Software Mentions: 2
Published: over 4 years ago

10.2196/24246

A Machine Learning Prediction Model of Respiratory Failure Within 48 Hours of Patient Admission for COVID-19: Model Development and Validation
Cited by: 70
Author(s): Siavash Bolourani, Max Brenner, Haichao Wang, Thomas McGinn, Jamie S. Hirsch, Douglas P. Barnaby, Theodoros P. Zanos
Software Mentions: 2
Published: over 3 years ago

10.1098/rsos.210392

Predicting the risk of rupture for vertebral aneurysm based on geometric features of blood vessels
Cited by: 1
Author(s): Shixuan Li, Ruiqi Pan, Aarushi Gupta, Shixin Xu, Yibin Fang, Huaxiong Huang
Software Mentions: 2
Published: over 3 years ago

10.1371/journal.pone.0222484

The dialogue between protozoa and bacteria in a microfluidic device
Cited by: 17
Author(s): Anna Gaines, Miranda C. Ludovice, Jie Xu, Marc G. Zanghi, Richard J. Meinersmann, M. E. Berrang, Wayne Daley, Douglas F. Britton
Software Mentions: 2
Published: about 5 years ago

10.1186/s12911-019-0863-3

Building a tobacco user registry by extracting multiple smoking behaviors from clinical notes
Cited by: 13
Author(s): Ellen L. Palmer, Saeed Hassanpour, John Higgins, Jennifer A. Doherty, Tracy Onega
Software Mentions: 2
Published: over 5 years ago

10.1186/s12911-019-0978-6

Representation learning in intraoperative vital signs for heart failure risk prediction
Cited by: 12
Author(s): Yuwen Chen, Baolian Qi
Software Mentions: 2
Published: almost 5 years ago

10.1186/s12911-021-01576-w

Predicting clinical outcomes among hospitalized COVID-19 patients using both local and published models
Cited by: 12
Author(s): William L. Galanter, Jorge Mario Rodríguez-Fernández, Kevin Chow, Samuel Harford, Karl M. Kochendorfer, Maryam Pishgar, Julian Theis, John Zulueta, Houshang Darabi
Software Mentions: 2
Published: over 3 years ago

10.3390/nu13041377

Unveiling the Correlation between Inadequate Energy/Macronutrient Intake and Clinical Alterations in Volunteers at Risk of Metabolic Syndrome by a Predictive Model
Cited by: 2
Author(s): Francesca Danesi, Carlo Mengucci, S. Vita, Achim Bub, Stephanie Seifert, Corinne Malpuech-Brugère, Ruddy Richard, Caroline Orfila, Samantha Sutulic, Luigi Ricciardiello, Elisa Marcato, Francesco Capozzi, Alessandra Bordoni
Software Mentions: 2
Published: over 3 years ago

10.3390/s20185159

A Multitiered Solution for Anomaly Detection in Edge Computing for Smart Meters
Cited by: 5
Author(s): Darmawan Utomo, Pao-Ann Hsiung
Software Mentions: 2
Published: about 4 years ago

10.1186/s13059-017-1288-x

Stable inheritance of DNA methylation allows creation of epigenotype maps and the study of epiallele inheritance patterns in the absence of genetic variation
Cited by: 101
Author(s): Brigitte T. Hofmeister, Kevin Lee, Nicholas A. Rohr, David W. Hall, Robert J. Schmitz
Software Mentions: 2
Published: about 7 years ago

10.7554/eLife.50109

Two roles for the yeast transcription coactivator SAGA and a set of genes redundantly regulated by TFIID and SAGA
Cited by: 71
Author(s): Rafał Donczew, Linda Warfield, Derek Pacheco, Ariel Erijman, Steven Hahn
Software Mentions: 2
Published: almost 5 years ago

10.3390/s20216153

Privacy-Preserving Distributed Analytics in Fog-Enabled IoT Systems
Cited by: 4
Author(s): Liang Zhao
Software Mentions: 2
Published: about 4 years ago

10.1371/journal.pone.0230599

Understanding biochemical design principles with ensembles of canonical non-linear models
Cited by: 4
Author(s): Lukas Bromig, Andreas Kremling, Alberto Marı́n-Sanguino
Software Mentions: 2
Published: over 4 years ago

10.3390/s21010002

Individualised Responsible Artificial Intelligence for Home-Based Rehabilitation
Cited by: 13
Author(s): Ioannis Vourganas, Vladimir Stanković
Software Mentions: 2
Published: almost 4 years ago

10.1186/s13059-019-1811-3

Benchmark of computational methods for predicting microRNA-disease associations
Cited by: 32
Author(s): Zhou Huang, Leibo Liu, Yuanxu Gao, Jiangcheng Shi, Qinghua Cui, Jianwei Li, Yuan Zhou
Software Mentions: 2
Published: about 5 years ago

10.3390/s21020446

An Experimental Analysis of Attack Classification Using Machine Learning in IoT Networks
Cited by: 85
Author(s): Andrew Churcher, Rehmat Ullah, Jawad Ahmad, Sadaqat Ur Rehman, Fawad Masood, Mandar Gogate, Fehaid Alqahtani, Boubakr Nour, William J. Buchanan
Software Mentions: 2
Published: almost 4 years ago

10.3390/life11080730

Increased Pace of Aging in COVID-Related Mortality
Cited by: 10
Author(s): Fedor Galkin, Austin J Parish, Evelyne Bischof, Junyi Zhang, Polina Mamoshina, Alex Zhavoronkov
Software Mentions: 2
Published: over 3 years ago

10.7717/peerj-cs.449

An architecture for non-linear discovery of aggregated multimedia document web search results
Cited by: 4
Author(s): Abdur Rehman Khan, Umer Rashid, Khalid Saleem, Adeel Ahmed
Software Mentions: 2
Published: over 3 years ago

10.3390/s21041322

Emotion Detection for Social Robots Based on NLP Transformers and an Emotion Ontology
Cited by: 26
Author(s): Wilfredo Graterol, José Díaz-Amado, Yudith Cardinale, Irvin Dongo, Edmundo Lopes-Silva, Cleia Santos-Libarino
Software Mentions: 2
Published: over 3 years ago

10.3390/s21041512

An Ensemble Learning Solution for Predictive Maintenance of Wind Turbines Main Bearing
Cited by: 20
Author(s): Mattia Beretta, Anatole Julian, José Sepúlveda, J. Cusidó, Olga Porro
Software Mentions: 2
Published: over 3 years ago

10.1186/s13058-019-1242-9

Identification and transfer of spatial transcriptomics signatures for cancer diagnosis
Cited by: 48
Author(s): Niyaz Yoosuf, José Fernández Navarro, Fredrik Salmén, Patrik L. Ståhl, Carsten O. Daub
Software Mentions: 2
Published: almost 5 years ago

10.1371/journal.pcbi.1004506

Connectivity Homology Enables Inter-Species Network Models of Synthetic Lethality
Cited by: 27
Author(s): Jacunski Alexandra, Scott J. Dixon, Nicholas P. Tatonetti
Software Mentions: 2
Published: about 9 years ago

10.1038/s41598-017-17983-x

A new and general approach to signal denoising and eye movement classification based on segmented linear regression
Cited by: 44
Author(s): Jami Pekkanen, Otto Lappi
Software Mentions: 2
Published: almost 7 years ago

10.7717/peerj.6389

Human gut resistome can be country-specific
Cited by: 12
Author(s): Xia Yao, Yanshan Zhu, Qier Li, Jiahai Lu
Software Mentions: 2
Published: over 5 years ago

10.3390/s21124033

Smartphone-Based Inertial Odometry for Blind Walkers
Cited by: 8
Author(s): Peng Ren, Fatemeh Elyasi, Roberto Manduchi
Software Mentions: 2
Published: over 3 years ago

10.1186/s13059-020-02173-2

Multiplex enCas12a screens detect functional buffering among paralogs otherwise masked in monogenic Cas9 knockout screens
Cited by: 54
Author(s): Merve Dede, Megan McLaughlin, Eiru Kim, Traver Hart
Software Mentions: 2
Published: about 4 years ago

10.1371/journal.pone.0217527

Prediction of risk scores for colorectal cancer patients from the concentration of proteins involved in mitochondrial apoptotic pathway
Cited by: 15
Author(s): Anjali Lathwal, Chakit Arora, Gajendra P. S. Raghava
Software Mentions: 2
Published: about 5 years ago

10.2196/20625

A Real-Time Eating Detection System for Capturing Eating Moments and Triggering Ecological Momentary Assessments to Obtain Further Context: System Development and Validation Study
Cited by: 11
Author(s): Mehrab Bin Morshed, Samruddhi Shreeram Kulkarni, Richard Li, Koustuv Saha, Leah Galante Roper, Lama Nachman, Hong Lu, Lucia Mirabella, Sanjeev Srivastava, Munmun De Choudhury, Kaya de Barbaro, Thomas Ploetz, Gregory D. Abowd
Software Mentions: 2
Published: almost 4 years ago

10.1523/JNEUROSCI.0985-19.2020

Circuit Stability to Perturbations Reveals Hidden Variability in the Balance of Intrinsic and Synaptic Conductances
Cited by: 23
Author(s): Sebastian Onasch, Julijana Gjorgjieva
Software Mentions: 2
Published: over 4 years ago

10.3390/biom9100577

A Computational Toxicology Approach to Screen the Hepatotoxic Ingredients in Traditional Chinese Medicines: Polygonum multiflorum Thunb as a Case Study
Cited by: 19
Author(s): Shuaibing He, Xuelian Zhang, Shan Lu, Ting Zhu, Guibo Sun, Xiaobo Sun
Software Mentions: 2
Published: about 5 years ago

10.1038/s41598-018-36586-8

Predicting Hemodynamic Shock from Thermal Images using Machine Learning
Cited by: 30
Author(s): Aditya Nagori, Lovedeep Singh Dhingra, Ambika Bhatnagar, Rakesh Lodha, Tavpritesh Sethi
Software Mentions: 2
Published: almost 6 years ago

10.7554/eLife.54532

Deep evolutionary analysis reveals the design principles of fold A glycosyltransferases
Cited by: 47
Author(s): Rahil Taujale, Aarya Venkat, Liang-Chin Huang, Zhongliang Zhou, Wayland Yeung, Khaled Rasheed, Sheng Li, Arthur S. Edison, Kelley W. Moremen, Natarajan Kannan
Software Mentions: 2
Published: over 4 years ago

10.1371/journal.pcbi.1007748

Uncoupling the roles of firing rates and spike bursts in shaping the STN-GPe beta band oscillations
Cited by: 14
Author(s): Jyotika Bahuguna, Ajith Sahasranamam, Arvind Kumar
Software Mentions: 2
Published: over 4 years ago

10.3390/s21186195

A Systematic Approach for Evaluating Artificial Intelligence Models in Industrial Settings
Cited by: 0
Author(s): Paul-Lou Benedick, Jérémy Robert, Yves Le Traon
Software Mentions: 2
Published: about 3 years ago

10.3390/s21186181

Particle Classification through the Analysis of the Forward Scattered Signal in Optical Tweezers
Cited by: 5
Author(s): Inês Alves Carvalho, Nuno A. Silva, Carla C. Rosa, L. Coelho, P. A. S. Jorge
Software Mentions: 2
Published: about 3 years ago

10.3390/nu12123789

Optimising an FFQ Using a Machine Learning Pipeline to Teach an Efficient Nutrient Intake Predictive Model
Cited by: 7
Author(s): Nina Reščič, Tome Eftimov, Barbara Koroušić Seljak, Mitja Luštrek
Software Mentions: 2
Published: almost 4 years ago

10.1038/s41398-019-0607-2

Recommendations and future directions for supervised machine learning in psychiatry
Cited by: 63
Author(s): Micah Cearns, Tim Hahn, Bernhard T. Baune
Software Mentions: 2
Published: about 5 years ago

10.1038/s41398-020-00962-8

A machine-learning framework for robust and reliable prediction of short- and long-term treatment response in initially antipsychotic-naïve schizophrenia patients based on multimodal neuropsychiatric data
Cited by: 23
Author(s): Karen S Ambrosen, Martin W Skjerbæk, Jonathan Foldager, Martin Christian Axelsen, Nikolaj Bak, Lars Arvastson, Søren Rahn Christensen, Louise Baruël Johansen, Jayachandra Mitta Raghava, Bob Oranje, Egill Rostrup, Mette Ødegaard Nielsen, Merete Osler, Birgitte Fagerlund, Christos Pantelis, Bruce J. Kinon, Birte Glenthøj, Lars Kai Hansen, Bjørn H Ebdrup
Software Mentions: 2
Published: about 4 years ago

10.7554/eLife.37349

Sparse recurrent excitatory connectivity in the microcircuit of the adult mouse and human cortex
Cited by: 125
Author(s): Stephanie C. Seeman, Luke Campagnola, Pasha A Davoudian, Alex Hoggarth, Travis A. Hage, Alice Bosma-Moody, Christopher A. Baker, Jung H. Lee, Ştefan Mihalaş, Corinne Teeter, Andrew L. Ko, Jeffrey G. Ojemann, Ryder P. Gwinn, Daniel L. Silbergeld, Charles Cobbs, John W. Phillips, Ed Lein, Gabe J. Murphy, Christof Koch, Hongkui Zeng, Tim Jarsky
Software Mentions: 2
Published: about 6 years ago

10.1128/mSystems.00660-19

Impacts of the Plateau Environment on the Gut Microbiota and Blood Clinical Indexes in Han and Tibetan Individuals
Cited by: 35
Author(s): Zhilong Jia, Xiaojing Zhao, Xiaoshuang Liu, Le Zhao, Qi Jia, Jianxin Shi, Xiao Xu, Hao Lü, Zhenguo Xu, Qingwen Zhong, Kang Yu, Saijia Cui, Huining Chen, Jianying Guo, Xiang Li, Yang Han, Xinyu Song, Chenghui Zhao, Xiaochen Bo, Yaping Tian, Weidong Wang, Guotong Xie, Qiang Feng, Kunlun He
Software Mentions: 2
Published: over 4 years ago

10.3389/fonc.2020.521831

Application of Radiomics Analysis Based on CT Combined With Machine Learning in Diagnostic of Pancreatic Neuroendocrine Tumors Patient’s Pathological Grades
Cited by: 12
Author(s): Tao Zhang, Yuehua Zhang, Xinglong Liu, Hanyue Xu, Chaoyue Chen, Xuan Zhou, Yichun Liu, Xuelei Ma
Software Mentions: 2
Published: over 3 years ago

10.15252/msb.202110267

Behavioral fingerprints predict insecticide and anthelmintic mode of action
Cited by: 16
Author(s): Adam McDermott-Rouse, Eleni Minga, Ida Barlow, Luigi Feriani, Philippa H. Harlow, Anthony J. Flemming, André E. X. Brown
Software Mentions: 2
Published: over 3 years ago

10.1186/s12864-019-5996-3

DiscoverY: a classifier for identifying Y chromosome sequences in male assemblies
Cited by: 15
Author(s): Samarth Rangavittal, Natasha Stopa, Marta Tomaszkiewicz, Kristoffer Sahlin, Kateryna D. Makova, Paul Medvedev
Software Mentions: 2
Published: about 5 years ago

10.1107/S2052252520010088

Explainable machine learning for materials discovery: predicting the potentially formable Nd–Fe–B crystal structures and extracting the structure–stability relationship
Cited by: 7
Author(s): Tien-Lam Pham, Duong-Nguyen Nguyen, Minh-Quyet Ha, Hiori Kino, Takashi Miyake, H. van Dam
Software Mentions: 2
Published: about 4 years ago

10.1186/s13075-021-02537-4

Plasma metabolomic profiling in patients with rheumatoid arthritis identifies biochemical features predictive of quantitative disease activity
Cited by: 20
Author(s): Benjamin Hur, Vinod Kumar Gupta, Harvey Huang, Kerry Wright, Kenneth J. Warrington, Veena Taneja, John M. Davis, Jaeyun Sung
Software Mentions: 2
Published: over 3 years ago

10.1093/database/baz109

Evaluation of an automatic article selection method for timelier updates of the Comet Core Outcome Set database
Cited by: 6
Author(s): Christopher R. Norman, Elizabeth Gargon, Mariska Leeflang, Aurélie Névéol, Paula Williamson
Software Mentions: 2
Published: almost 6 years ago

10.1063/1.5027197

Statistics for real-time deformability cytometry: Clustering, dimensionality reduction, and significance testing
Cited by: 37
Author(s): Maik Herbig, Alexander Mietke, Paul Müller, Oliver Otto
Software Mentions: 2
Published: over 6 years ago

10.3390/diagnostics11081508

Deep Learning Analysis of In Vivo Hyperspectral Images for Automated Intraoperative Nerve Detection
Cited by: 13
Author(s): Manuel Barberio, Toby Collins, Valentin Bencteux, Richard Nkusi, Eric Felli, Massimo Viola, Jacques Marescaux, Alexandre Hostettler, Michele Diana
Software Mentions: 2
Published: about 3 years ago

10.15252/msb.20199380

Using deep mutational scanning to benchmark variant effect predictors and identify disease mutations
Cited by: 88
Author(s): Benjamin J Livesey, Joseph A. Marsh
Software Mentions: 2
Published: over 4 years ago

10.1038/s41598-019-51397-1

Cytosolic 10-formyltetrahydrofolate dehydrogenase regulates glycine metabolism in mouse liver
Cited by: 14
Author(s): Natalia I. Krupenko, Jaspreet Sharma, Peter Pediaditakis, Baharan Fekry, Kristi L. Helke, Xiuxia Du, Susan Sumner, Sergey A. Krupenko
Software Mentions: 2
Published: about 5 years ago

10.1155/2019/3780245

Iterative Variable Gene Discovery from Whole Genome Sequencing with a Bootstrapped Multiresolution Algorithm
Cited by: 1
Author(s): David N. Olivieri, Francisco Gambón-Deza
Software Mentions: 2
Published: over 5 years ago

10.1016/j.eclinm.2021.100774

Enoxaparin is associated with lower rates of mortality than unfractionated Heparin in hospitalized COVID-19 patients
Cited by: 29
Author(s): Colin Pawlowski, AJ Venkatakrishnan, Christian Kirkup, Gabriela Berner, Arjun Puranik, John C. O’Horo, Andrew D. Badley, Venky Soundararajan
Software Mentions: 2
Published: over 3 years ago

10.1007/s13167-021-00252-3

Diagnosing hospital bacteraemia in the framework of predictive, preventive and personalised medicine using electronic health records and machine learning classifiers
Cited by: 8
Author(s): Óscar Garnica, Diego Gómez, Víctor Ramos, J. Ignacio Hidalgo, José Manuel Ruiz-Giardín
Software Mentions: 2
Published: about 3 years ago

10.1038/s41598-019-53762-6

Differences in lipidome and metabolome organization of prefrontal cortex among human populations
Cited by: 2
Author(s): Anna Tkachev, Vita Stepanova, Lei Zhang, Ekaterina E. Khrameeva, Dmitry Zubkov, Patrick Giavalisco, Philipp Khaitovich
Software Mentions: 2
Published: almost 5 years ago

10.1186/s13059-021-02492-y

LightGBM: accelerated genomically designed crop breeding through ensemble learning
Cited by: 60
Author(s): Jun Yan, Yuetong Xu, Qian Cheng, Shuqin Jiang, Qian Wang, Yingjie Xiao, Chuang Ma, Jianbing Yan, Xiangfeng Wang
Software Mentions: 2
Published: about 3 years ago

10.1038/s41598-020-60311-z

Prostate Cancer Nodal Staging: Using Deep Learning to Predict 68Ga-PSMA-Positivity from CT Imaging Alone
Cited by: 29
Author(s): Alexander Hartenstein, Falk Lübbe, Alexander Baur, Madhuri Rudolph, Christian Furth, Winfried Brenner, Holger Amthauer, Bernd Hamm, Marcus R. Makowski, Tobias Penzkofer
Software Mentions: 2
Published: over 4 years ago

10.1155/2020/9015713

Classification of Thyroid Nodules with Stacked Denoising Sparse Autoencoder
Cited by: 3
Author(s): Zexin Li, Kaiji Yang, Lili Zhang, Chiju Wei, Peixuan Yang, Weilai Xu
Software Mentions: 2
Published: almost 4 years ago

10.1111/eva.12607

Prediction of deleterious mutations in coding regions of mammals with transfer learning
Cited by: 13
Author(s): Elena Plekhanova, Sergey V. Nuzhdin, Lev V. Utkin, Maria Samsonova
Software Mentions: 2
Published: over 6 years ago

10.1155/2020/6950576

Machine Learning Algorithms Identify Pathogen-Specific Biomarkers of Clinical and Metabolomic Characteristics in Septic Patients with Bacterial Infections
Cited by: 8
Author(s): Lingling Zheng, Fangqin Lin, Changxi Zhu, Guangjian Liu, Xiaohui Wu, Zhiyuan Wu, Jianbin Zheng, Huimin Xia, Yi Cai, Huiying Liang
Software Mentions: 2
Published: over 4 years ago

10.3390/molecules26051285

Androgen Receptor Binding Category Prediction with Deep Neural Networks and Structure-, Ligand-, and Statistically Based Features
Cited by: 1
Author(s): Alfonso T. García-Sosa
Software Mentions: 2
Published: over 3 years ago

10.3389/fnagi.2021.709091

Administration of Bifidobacterium bifidum BGN4 and Bifidobacterium longum BORI Improves Cognitive and Memory Function in the Mouse Model of Alzheimer’s Disease
Cited by: 25
Author(s): Hongwon Kim, Kim Su-Min, Sang-jun Park, Gwoncheol Park, Hakdong Shin, Myeong Soo Park, Jong-Pil Kim
Software Mentions: 2
Published: over 3 years ago

10.1038/s41598-020-63347-3

OutPredict: multiple datasets can improve prediction of expression and inference of causality
Cited by: 11
Author(s): Jacopo Cirrone, Matthew D. Brooks, Richard Bonneau, Gloria M. Coruzzi, Dennis Shasha
Software Mentions: 2
Published: over 4 years ago

10.3390/biology9080198

Prediction of Antimalarial Drug-Decorated Nanoparticle Delivery Systems with Random Forest Models
Cited by: 19
Author(s): Diana V. Urista, Diego B. Carrué, Iago Otero, Sonia Arrasate, Viviana Quevedo-Tumailli, Marcos Gestal, Humberto González-Dı́az, Cristian R. Munteanu
Software Mentions: 2
Published: over 4 years ago

10.1177/1177932220909851

Gene-Based Clustering Algorithms: Comparison Between Denclue, Fuzzy-C, and BIRCH
Cited by: 10
Author(s): Martin C Nwadiugwu
Software Mentions: 2
Published: almost 5 years ago

10.3390/bioengineering8060074

Modeling Focused-Ultrasound Response for Non-Invasive Treatment Using Machine Learning
Cited by: 3
Author(s): Tariq M. Arif, Zhiming Ji, Md Adilur Rahim, Bharath Babu Nunna
Software Mentions: 2
Published: over 3 years ago

10.3390/jimaging7020024

Real-Time Quality Control of Heat Sealed Bottles Using Thermal Images and Artificial Neural Network
Cited by: 6
Author(s): Samuel Cruz, Antönio Paulino, João Durães, Mateus Mendes
Software Mentions: 2
Published: almost 4 years ago

10.1186/s13073-020-00789-4

Microbial signature in IgE-mediated food allergies
Cited by: 48
Author(s): Michael R. Goldberg, Hadar Mor, Dafna Magid Neriya, Faiga Magzal, Efrat Muller, Michael Y. Appel, Liat Nachshon, Elhanan Borenstein, Snait Tamir, Yoram Louzoun, Ilan Youngster, Arnon Elizur, Omry Koren
Software Mentions: 2
Published: about 4 years ago

10.1155/2020/8891778

Density Peaks Clustering by Zero-Pointed Samples of Regional Group Borders
Cited by: 4
Author(s): Ding Lin, Xu Wang, Yuantao Chen
Software Mentions: 2
Published: over 4 years ago

10.3390/molecules24050890

Machine Learning Analyses on Data including Essential Oil Chemical Composition and In Vitro Experimental Antibiofilm Activities against Staphylococcus Species
Cited by: 37
Author(s): Alexandros Patsilinakos, Marco Artini, Rosanna Papa, Manuela Sabatino, Mijat Božović, Stefania Garzoli, Gianluca Vrenna, Raissa Buzzi, Stefano Manfredini, Laura Selan, Rino Ragno
Software Mentions: 2
Published: over 5 years ago

10.1186/s12864-018-5024-z

From mutations to mechanisms and dysfunction via computation and mining of protein energy landscapes
Cited by: 6
Author(s): Wanli Qiao, Nasrin Akhter, Xiaowen Fang, T. Maximova, Erion Plaku, Amarda Shehu
Software Mentions: 2
Published: about 6 years ago

10.1038/s42003-020-1079-x

β-amyloid and tau drive early Alzheimer’s disease decline while glucose hypometabolism drives late decline
Cited by: 49
Author(s): Tyler C. Hammond, Xin Xing, Chris Wang, Dávid Ma, Kwangsik Nho, Paul K. Crane, Fanny M. Elahi, David A. Ziegler, Gongbo Liang, Qiang Cheng, Lucille M. Yanckello, Nathan Jacobs, Ai-Ling Lin
Software Mentions: 2
Published: over 4 years ago

10.1186/s12859-019-3026-8

VarSight: prioritizing clinically reported variants with binary classification algorithms
Cited by: 13
Author(s): James Holt, Brandon Wilk, Camille L. Birch, Donna M. Brown, Manavalan Gajapathy, Alexander C Moss, Nadiya Sosonkina, Melissa A. Wilk, Julie A. Anderson, Jeremy M. Harris, Jacob M. Kelly, Fariba Shaterferdosian, Angelina E. Uno-Antonison, Arthur Weborg, Elizabeth A. Worthey
Software Mentions: 2
Published: about 5 years ago

10.1038/s41598-020-70490-4

Classification of cervical neoplasms on colposcopic photography using deep learning
Cited by: 38
Author(s): Bum-Joo Cho, Youn Jin Choi, Myung Je Lee, Ju Han Kim, Ga Hyun Son, Sung Ho Park, Hong Bae Kim, Yeon Ji Joo, Hye Yon Cho, Min Sun Kyung, Young Han Park, Byung Soo Kang, Soo Young Hur, Sanha Lee, Sung Taek Park
Software Mentions: 2
Published: about 4 years ago

10.3390/molecules25215172

Drugs Repurposing Using QSAR, Docking and Molecular Dynamics for Possible Inhibitors of the SARS-CoV-2 Mpro Protease
Cited by: 37
Author(s): Eduardo Tejera, Cristian-Robert Munteanu, Andrés López‐Cortés, Alejandro Cabrera-Andrade, Yunierkis Pérez-Castillo
Software Mentions: 2
Published: almost 4 years ago

10.1186/s12900-018-0080-9

Molecular mechanisms underlying the impact of mutations in SOD1 on its conformational properties associated with amyotrophic lateral sclerosis as revealed with molecular modelling
Cited by: 16
Author(s): Н. А. Алемасов, Nikita V. Ivanisenko, Srinivasan Ramachandran, В. А. Иванисенко
Software Mentions: 2
Published: almost 7 years ago

10.3389/fncom.2019.00065

Selection of the Best Electroencephalogram Channel to Predict the Depth of Anesthesia
Cited by: 3
Author(s): C Dubost, Pierre Humbert, Arno Benizri, Jean-Pierre Tourtier, Nicolas Vayatis, Pierre‐Paul Vidal
Software Mentions: 2
Published: about 5 years ago

10.2196/17257

Accurate Prediction of Coronary Heart Disease for Patients With Hypertension From Electronic Health Records With Big Data and Machine-Learning Methods: Model Development and Performance Evaluation
Cited by: 29
Author(s): Zhenzhen Du, Yujie Yang, Jing Zheng, Qi Li, Denan Lin, Ye Li, Jianping Fan, Wen Cheng, Xiehui Chen, Yunpeng Cai
Software Mentions: 2
Published: over 4 years ago

10.1038/s41598-020-75889-7

A decision support framework for prediction of avian influenza
Cited by: 7
Author(s): Samira Yousefinaghani, Rozita Dara, Zvonimir Poljak, Shayan Sharif
Software Mentions: 2
Published: about 4 years ago

10.3390/molecules24091802

Calibration Transfer Based on Affine Invariance for NIR without Transfer Standards
Cited by: 13
Author(s): Yuhui Zhao, Ziqi Zhao, Peng Shan, Silong Peng, Jinlong Yu, Shuang Gao
Software Mentions: 2
Published: over 5 years ago

10.3389/fgene.2018.00717

FLOating-Window Projective Separator (FloWPS): A Data Trimming Tool for Support Vector Machines (SVM) to Improve Robustness of the Classifier
Cited by: 19
Author(s): Victor Tkachev, Maxim Sorokin, Artem Mescheryakov, Alexander Simonov, Andrew Garazha, Anton Buzdin, Ilya Muchnik, Nicolas Borisov
Software Mentions: 2
Published: almost 6 years ago

10.1186/s12859-018-2516-4

DeepM6ASeq: prediction and characterization of m6A-containing sequences using deep learning
Cited by: 93
Author(s): Yiqian Zhang, Michiaki Hamada
Software Mentions: 2
Published: almost 6 years ago

10.2196/17818

Using Machine Learning and Smartphone and Smartwatch Data to Detect Emotional States and Transitions: Exploratory Study
Cited by: 23
Author(s): Madeena Sultana, Majed Al-Jefri, Joon Lee
Software Mentions: 2
Published: about 4 years ago

10.1038/s42003-020-0801-z

Real-time detection of neural oscillation bursts allows behaviourally relevant neurofeedback
Cited by: 15
Author(s): Golan Karvat, Artur Schneider, Mansour Alyahyay, Florian Steenbergen, Michael Tangermann, Ilka Diester
Software Mentions: 2
Published: over 4 years ago

10.1038/s41420-020-00309-8

Fecal microbiota transplantation from patients with autoimmune encephalitis modulates Th17 response and relevant behaviors in mice
Cited by: 12
Author(s): Hao Chen, Zhaoyu Chen, Liping Shen, Xiuhua Wu, Xueying Ma, Dengna Lin, Man Zhang, Xiaomeng Ma, Yingying Liu, Zhanhang Wang, Yuefeng Zhang, Zuying Kuang, Zhiwei Lü, Xuefei Li, Lili Ma, Xiuli Lin, Lei Si, Xiaohong Chen
Software Mentions: 2
Published: about 4 years ago

10.3390/cancers13081777

SIO: A Spatioimageomics Pipeline to Identify Prognostic Biomarkers Associated with the Ovarian Tumor Microenvironment
Cited by: 12
Author(s): Ying Zhu, Sammy Ferri-Borgogno, Jianting Sheng, Tsz-Lun Yeung, Jared K. Burks, Paola Cappello, Amir A. Jazaeri, Jae Hoon Kim, Gwan Hee Han, Michael J. Birrer, Samuel C. Mok, Stephen T.C. Wong
Software Mentions: 2
Published: over 3 years ago

10.3390/cancers13092013

Performance Comparison of Deep Learning Autoencoders for Cancer Subtype Detection Using Multi-Omics Data
Cited by: 24
Author(s): Edian F. Franco, Pratip Rana, Aline Cruz, Víctor V. Calderón, Vasco Azevedo, Rommel Thiago Jucá Ramos, Preetam Ghosh
Software Mentions: 2
Published: over 3 years ago

10.1038/s41598-020-77173-0

Characterization and identification of lysine crotonylation sites based on machine learning method on both plant and mammalian
Cited by: 11
Author(s): Rulan Wang, Zhuo Wang, Hongfei Wang, Yuxuan Pang, Tzong-Yi Lee
Software Mentions: 2
Published: almost 4 years ago

10.2196/21679

Lexicon Development for COVID-19-related Concepts Using Open-source Word Embedding Sources: An Intrinsic and Extrinsic Evaluation
Cited by: 3
Author(s): Samip Parikh, Anahita Davoudi, Shun Yu, Carolina Giraldo, Emily Schriver, Danielle L. Mowery
Software Mentions: 2
Published: over 3 years ago

10.3389/fnhum.2020.559793

Collaboration Variability in Autism Spectrum Disorder
Cited by: 0
Author(s): Maria Blancas, Giovanni Maffei, Martí Sánchez-Fibla, Vasiliki Vouloutsi, Paul F. M. J. Verschure
Software Mentions: 2
Published: about 4 years ago

10.1186/s12889-020-09921-w

Development and internal validation of risk prediction model of metabolic syndrome in oil workers
Cited by: 4
Author(s): Jie Wang, Chao Li, Jing Li, Shengfeng Qin, Chunlei Liu, Jiaojiao Wang, Zhe Chen, Jianhui Wu, Guoli Wang
Software Mentions: 2
Published: almost 4 years ago

10.3390/molecules26010020

Anomaly Identification during Polymerase Chain Reaction for Detecting SARS-CoV-2 Using Artificial Intelligence Trained from Simulated Data
Cited by: 3
Author(s): Reynaldo Villarreal-González, Antonio Acosta-Hoyos, Jaime A Garzon-Ochoa, Nataly J. Galán‐Freyle, Paola Amar-Sepúlveda, Leonardo C. Pacheco‐Londoño
Software Mentions: 2
Published: almost 4 years ago

10.1093/gigascience/giaa032

Bioentity2vec: Attribute- and behavior-driven representation for predicting multi-type relationships between bioentities
Cited by: 10
Author(s): Zhen-Hao Guo, Zhu‐Hong You, Yanbin Wang, De-Shuang Huang, Hai-Cheng Yi, Zhan-Heng Chen
Software Mentions: 2
Published: over 4 years ago

10.3390/molecules25051146

Evaluating Autoencoder-Based Featurization and Supervised Learning for Protein Decoy Selection
Cited by: 8
Author(s): Fardina Fathmiul Alam, Taseef Rahman, Amarda Shehu
Software Mentions: 2
Published: over 4 years ago

10.1038/s41598-020-79294-y

Efficient embedded sleep wake classification for open-source actigraphy
Cited by: 14
Author(s): Tommaso Banfi, Nicolò Valigi, Marco Di Galante, Paola D'Ascanio, Gastone Ciuti, Ugo Faraguna
Software Mentions: 2
Published: almost 4 years ago

Projects: pypi: sklearn

Papers Mentioning sklearn 559