pypi: scikit-learn | Projects | Ecosyste.ms: Papers

10.1128/mBio.01593-17

Selective Proteomic Analysis of Antibiotic-Tolerant Cellular Subpopulations in Pseudomonas aeruginosa Biofilms
Cited by: 41
Author(s): Brett M. Babin, Lydia Atangcho, Mark B. van Eldijk, Michael J. Sweredoski, Annie Moradian, Sonja Hess, Tim Tolker‐Nielsen, Dianne K. Newman, David A. Tirrell
Software Mentions: 2
Published: about 7 years ago

10.1128/mBio.02048-18

Gene Essentiality Analyzed by In Vivo Transposon Mutagenesis and Machine Learning in a Stable Haploid Isolate of Candida albicans
Cited by: 96
Author(s): Ella Shtifman Segal, Vladimir Gritsenko, Anton Levitan, Bhawna Yadav, Naama Dror, Jacob L. Steenwyk, Yael Silberberg, Kevin Mielich, Antonis Rokas, Neil A. R. Gow, Reinhard Kunze, Roded Sharan, Judith Berman
Software Mentions: 2
Published: about 6 years ago

10.1128/mBio.01375-19

Chitosan Films for Microfluidic Studies of Single Bacteria and Perspectives for Antibiotic Susceptibility Testing
Cited by: 8
Author(s): Julie Tréguier, Loïc Bugnicourt, G. Gay, Mamoudou Diallo, Salim T. Islam, Alexandre Toro, Laurent David, Olivier Théodoly, Guillaume Sudre, Tâm Mignot
Software Mentions: 2
Published: over 5 years ago

10.1128/mSphere.00218-18

Rifampin- or Capreomycin-Induced Remodeling of the Mycobacterium smegmatis Mycolic Acid Layer Is Mitigated in Synergistic Combinations with Cationic Antimicrobial Peptides
Cited by: 10
Author(s): DeDe Kwun-Wai Man, Tokuwa Kanno, Giorgia Manzo, Brian D. Robertson, Jason T. Lam, A. James Mason
Software Mentions: 2
Published: over 6 years ago

10.1128/mSphere.00530-20

PhenoGMM: Gaussian Mixture Modeling of Cytometry Data Quantifies Changes in Microbial Community Structure
Cited by: 16
Author(s): Peter Rubbens, Ruben Props, Frederiek‐Maarten Kerckhof, Nico Boon, Willem Waegeman
Software Mentions: 2
Published: almost 4 years ago

10.1128/mSystems.00219-18

q2-longitudinal: Longitudinal and Paired-Sample Analyses of Microbiome Data
Cited by: 180
Author(s): Nicholas A. Bokulich, Matthew R. Dillon, Yilong Zhang, Jai Ram Rideout, Evan Bolyen, LI Hui-lin, Paul S. Albert, J. Gregory Caporaso
Software Mentions: 2
Published: about 6 years ago

10.1128/mSystems.00656-19

Predicting Phenotypic Polymyxin Resistance in Klebsiella pneumoniae through Machine Learning Analysis of Genomic Data
Cited by: 30
Author(s): Nenad Macesic, Oliver J. Bear Don’t Walk, Itsik Pe’er, Nicholas P. Tatonetti, Anton Y. Peleg, Anne Catrin Uhlemann
Software Mentions: 2
Published: over 4 years ago

10.1128/mSystems.00775-21

Comprehensive Strain-Level Analysis of the Gut Microbe Faecalibacterium prausnitzii in Patients with Liver Cirrhosis
Cited by: 3
Author(s): Yaowen Chen, Pu Liao, Runyan Liu, Shuofeng Hu, Zhen He, Guohua Dong, Chao Feng, Sijing An, Xiaomin Ying
Software Mentions: 2
Published: about 3 years ago

10.7554/eLife.10134

Affinity and dose of TCR engagement yield proportional enhancer and gene activity in CD4+ T cells
Cited by: 62
Author(s): Karmel A. Allison, Enikö Sajti, Jana G. Collier, David Gosselin, Ty D. Troutman, Erica L. Stone, Stephen M. Hedrick, Christopher K. Glass
Software Mentions: 2
Published: over 8 years ago

10.7554/eLife.61277

Neuronal timescales are functionally dynamic and shaped by cortical microarchitecture
Cited by: 122
Author(s): Richard Gao, Ruud L. van den Brink, Thomas Pfeffer, Bradley Voytek
Software Mentions: 2
Published: about 4 years ago

10.7554/eLife.63591

Functional specialization within the inferior parietal lobes across cognitive domains
Cited by: 49
Author(s): Ole Numssen, Danilo Bzdok, Gesa Hartwigsen
Software Mentions: 2
Published: over 3 years ago

10.7554/eLife.42138

Motor context dominates output from purkinje cell functional regions during reflexive visuomotor behaviours
Cited by: 35
Author(s): Laura D. Knogler, Andreas M. Kist, Rubén Portugues
Software Mentions: 2
Published: almost 6 years ago

10.7554/eLife.45160

Attentional amplification of neural codes for number independent of other quantities along the dorsal visual stream
Cited by: 47
Author(s): Elisa Castaldi, Manuela Piazza, Stanislas Dehaene, Alexandre Vignaud, Evelyn Eger
Software Mentions: 2
Published: over 5 years ago

10.7554/eLife.62046

Single-molecule view of coordination in a multi-functional DNA polymerase
Cited by: 10
Author(s): Raymond F. Pauszek, Rajan Lamichhane, Arishma Rajkarnikar Singh, David P. Millar
Software Mentions: 2
Published: over 3 years ago

10.7554/eLife.08935

Human blindsight is mediated by an intact geniculo-extrastriate pathway
Cited by: 101
Author(s): Sara Ajina, Franco Pestilli, Ariel Rokem, Christopher Kennard, Holly Bridge
Software Mentions: 2
Published: about 9 years ago

10.7554/eLife.57148

Dynamic encoding of social threat and spatial context in the hypothalamus
Cited by: 14
Author(s): Piotr Krzywkowski, Beatrice Penna, Cornelius Gross
Software Mentions: 2
Published: about 4 years ago

10.7554/eLife.60336

The amygdala instructs insular feedback for affective learning
Cited by: 14
Author(s): Dominic Kargl, Joanna Kaczanowska, Sophia Ulonska, Florian Groessl, Łukasz Piszczek, Jelena Lazović, Katja Buehler, Wulf Haubensak
Software Mentions: 2
Published: about 4 years ago

10.7554/eLife.36652

Functional gradients of the cerebellum
Cited by: 264
Author(s): Xavier Guell, Jeremy D. Schmahmann, John D. E. Gabrieli, Samik Ghosh
Software Mentions: 2
Published: over 6 years ago

10.3390/ijms21165814

DispHred: A Server to Predict pH-Dependent Order–Disorder Transitions in Intrinsically Disordered Proteins
Cited by: 14
Author(s): Jaime Santos, Valentín Iglesias, Carlos Pintado, Juan Santos-Suárez, Salvador Ventura
Software Mentions: 2
Published: over 4 years ago

10.3390/ijms21249548

DockingApp RF: A State-of-the-Art Novel Scoring Function for Molecular Docking in a User-Friendly Interface to AutoDock Vina
Cited by: 13
Author(s): Gabriele Macari, Daniele Toti, Andrea Pasquadibisceglie, Fabio Polticelli
Software Mentions: 2
Published: almost 4 years ago

10.3390/ijms22062847

An Inverse QSAR Method Based on a Two-Layered Model and Integer Programming
Cited by: 5
Author(s): Yu Shi, Jianshen Zhu, Naveed Ahmed Azam, Kazuya Haraguchi, Liang Zhao, Hiroshi Nagamochi, Tatsuya Akutsu
Software Mentions: 2
Published: over 3 years ago

10.2196/21559

Analysis of Scientific Publications During the Early Phase of the COVID-19 Pandemic: Topic Modeling Study
Cited by: 42
Author(s): Andreas Älgå, Oskar Eriksson, M. E. Nordberg
Software Mentions: 2
Published: about 4 years ago

10.2196/14337

Surveilling Influenza Incidence With Centers for Disease Control and Prevention Web Traffic Data: Demonstration Using a Novel Dataset
Cited by: 4
Author(s): Wendy K. Caldwell, Geoffrey Fairchild, Sara Y. Del Valle
Software Mentions: 2
Published: over 4 years ago

10.2196/15547

Applying Machine Learning to Daily-Life Data From the TrackYourTinnitus Mobile Health Crowdsensing Platform to Predict the Mobile Operating System Used With High Accuracy: Longitudinal Observational Study
Cited by: 11
Author(s): Rüdiger Pryss, Winfried Schlee, Burkhard Hoppenstedt, Manfred Reichert, Myra Spiliopoulou, Berthold Langguth, Marius Breitmayer, Thomas Probst
Software Mentions: 2
Published: over 4 years ago

10.2196/25431

Tracking COVID-19 Discourse on Twitter in North America: Infodemiology Study Using Topic Modeling and Aspect-Based Sentiment Analysis
Cited by: 87
Author(s): Hyeju Jang, Emily Rempel, David R. Roth, Giuseppe Carenini, Naveed Z. Janjua
Software Mentions: 2
Published: almost 4 years ago

10.2196/jmir.3532

The Reliability of Tweets as a Supplementary Method of Seasonal Influenza Surveillance
Cited by: 84
Author(s): Anoshé A Aslam, Ming‐Hsiang Tsou, Brian H. Spitzberg, Li An, Jean Mark Gawron, Dipak Kumar Gupta, K. Michael Peddecord, Anna Nagel, Christopher Allen, Jiue-An Yang, Suzanne P. Lindsay
Software Mentions: 2
Published: about 10 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: almost 4 years ago

10.2196/26302

Using Tweets to Understand How COVID-19–Related Health Beliefs Are Affected in the Age of Social Media: Twitter Data Analysis Study
Cited by: 36
Author(s): Hanyin Wang, Yikuan Li, Meghan R. Hutch, Andrew M. Naidech, Yuan Luo
Software Mentions: 2
Published: almost 4 years ago

10.1016/j.isci.2021.103068

Use of metamodels for rapid discovery of narrow bandgap oxide photocatalysts
Cited by: 15
Author(s): Haoxin Mai, Tu C. Le, Takashi Hisatomi, Dehong Chen, Kazunari Domen, David A. Winkler, Rachel A. Caruso
Software Mentions: 2
Published: about 3 years ago

10.18632/oncotarget.10027

iHyd-PseCp: Identify hydroxyproline and hydroxylysine in proteins by incorporating sequence-coupled effects into general PseAAC
Cited by: 144
Author(s): Wang-Ren Qiu, Bo Sun, Xuan Xiao, Zhaochun Xu, Kuo‐Chen Chou
Software Mentions: 2
Published: over 8 years ago

10.1007/s10928-021-09757-w

Fast screening of covariates in population models empowered by machine learning
Cited by: 22
Author(s): Emeric Sibieude, Akash Khandelwal, Jan S. Hesthaven, Pascal Girard, Nadia Terranova
Software Mentions: 2
Published: over 3 years ago

10.1021/acs.jpcb.1c01946

Implementation of the Freely Jointed Chain Model to Assess Kinetics and Thermodynamics of Thermosensitive Coil–Globule Transition by Markov States
Cited by: 4
Author(s): Patrick K. Quoika, Monica L. Fernández‐Quintero, Maren Podewitz, Florian Hofer, Klaus R. Liedl
Software Mentions: 2
Published: over 3 years ago

10.1136/openhrt-2020-001505

Territory-wide cohort study of Brugada syndrome in Hong Kong: predictors of long-term outcomes using random survival forests and non-negative matrix factorisation
Cited by: 30
Author(s): Sharen Lee, Jiandong Zhou, Ka Hou Christien Li, Keith Sai Kit Leung, Ishan Lakhani, Tong Liu, Ian Chi Kei Wong, Ngai Shing Mok, Chloe Miu Mak, Kamalan Jeevaratnam, Qingpeng Zhang, Gary Tse
Software Mentions: 2
Published: almost 4 years ago

10.1098/rsif.2021.0092

Socio-economic determinants of mobility responses during the first wave of COVID-19 in Italy: from provinces to neighbourhoods
Cited by: 27
Author(s): Laetitia Gauvin, Paolo Bajardi, Emanuele Pepe, Brennan Lake, Filippo Privitera, Michele Tizzoni
Software Mentions: 2
Published: over 3 years ago

10.1016/j.yjsbx.2020.100038

Structures and dynamics of the novel S1/S2 protease cleavage site loop of the SARS-CoV-2 spike glycoprotein
Cited by: 33
Author(s): Thomas Lemmin, David Kalbermatter, Daniel Harder, Philippe Plattet, Dimitrios Fotiadis
Software Mentions: 2
Published: almost 5 years ago

10.1107/S1600577516017756

Automatic processing of multimodal tomography datasets
Cited by: 10
Author(s): Aaron Parsons, Stephen W. T. Price, Nicola Wadeson, Mark Basham, Andrew M. Beale, Alun Ashton, J. Frederick W. Mosselmans, Paul D. Quinn
Software Mentions: 2
Published: almost 8 years ago

10.1107/S1600577521007153

Improving reproducibility in synchrotron tomography using implementation-adapted filters
Cited by: 0
Author(s): Poulami Somanya Ganguly, Daniël M. Pelt, Doğa Gürsoy, Francesco De Carlo, Kees Joost Batenburg
Software Mentions: 2
Published: over 3 years ago

10.1186/s12967-018-1702-5

Machine-learned models using hematological inflammation markers in the prediction of short-term acute coronary syndrome outcomes
Cited by: 14
Author(s): Konrad Pieszko, Jarosław Hiczkiewicz, Paweł Budzianowski, Janusz Rzeźniczak, Jan Budzianowski, Jerzy Błaszczyński, Roman Słowiński, Paweł Burchardt
Software Mentions: 2
Published: almost 6 years ago

10.1523/ENEURO.0092-21.2021

COUNTEN, an AI-Driven Tool for Rapid and Objective Structural Analyses of the Enteric Nervous System
Cited by: 2
Author(s): Yuta Kobayashi, Alicia Bukowski, Das S, Cédric Espenel, Julieta Gomez-Frittelli, Narayani Wagle, Shriya Bakshi, Monalee Saha, Julia A. Kaltschmidt, Archana Venkataraman, Subhash Kulkarni
Software Mentions: 2
Published: over 3 years ago

10.1093/jamiaopen/ooaa001

Efficient goal attainment and engagement in a care manager system using unstructured notes
Cited by: 0
Author(s): Sara Rosenthal, Subhro Das, Pei-Yun Sabrina Hsueh, Ken Barker, Ching-Hua Chen
Software Mentions: 1
Published: over 4 years ago

10.1001/jamapediatrics.2020.5227

Translation of a Host Blood RNA Signature Distinguishing Bacterial From Viral Infection Into a Platform Suitable for Development as a Point-of-Care Test
Cited by: 27
Author(s): Ivana Pennisi, Jesús Rodríguez-Manzano, Ahmad Moniri, Myrsini Kaforou, Jethro Herberg, Michael Levin, Pantelis Georgiou
Software Mentions: 1
Published: over 3 years ago

10.1038/s41598-020-77648-0

TERT promoter alterations could provide a solution for Peto’s paradox in rodents
Cited by: 5
Author(s): Balázs Vedelek, Asha Kiran Maddali, Nurgul Davenova, Viktor Vedelek, Imre Boros
Software Mentions: 1
Published: almost 4 years ago

10.1038/s41598-020-77548-3

Using machine learning tools to predict outcomes for emergency department intensive care unit patients
Cited by: 20
Author(s): Qiangrong Zhai, Zi Lin, Hua Ge, Yang Liang, Nan Li, Qingbian Ma, Chuyang Ye
Software Mentions: 1
Published: almost 4 years ago

10.1371/journal.pone.0209738

‘A world of competing sorrows’: A mixed methods analysis of media reports of children with cancer abandoning conventional treatment
Cited by: 4
Author(s): Caroline Diorio, Michael Afanasiev, Kristen Salena, Stacey Marjerrison
Software Mentions: 1
Published: almost 6 years ago

10.1038/s41598-020-78353-8

Saturation transfer properties of tumour xenografts derived from prostate cancer cell lines 22Rv1 and DU145
Cited by: 1
Author(s): Ziyu Tan, Wilfred Lam, Wendy Oakden, Leedan Murray, Margaret M. Koletar, Stanley K. Liu, Greg J. Stanisz
Software Mentions: 1
Published: almost 4 years ago

10.1038/s41598-020-76874-w

Feature replacement methods enable reliable home video analysis for machine learning detection of autism
Cited by: 28
Author(s): Émilie Leblanc, Peter Washington, Maya Varma, Kaitlyn Dunlap, Yordan Penev, Aaron Kline, Dennis P. Wall
Software Mentions: 1
Published: almost 4 years ago

10.1038/s41598-020-77474-4

Symmetry prediction and knowledge discovery from X-ray diffraction patterns using an interpretable machine learning approach
Cited by: 51
Author(s): Y. Suzuki, Hideitsu Hino, Takafumi Hawai, Kotaro Saito, Masato Kotsugi, Kanta Ono
Software Mentions: 1
Published: almost 4 years ago

10.1038/s41598-020-78707-2

Collective dynamics of stock market efficiency
Cited by: 20
Author(s): Luiz G. A. Alves, Higor Y. D. Sigaki, Matjaž Perc, Haroldo V. Ribeiro
Software Mentions: 1
Published: almost 4 years ago

10.1371/journal.pone.0235663

Inexpensive, non-invasive biomarkers predict Alzheimer transition using machine learning analysis of the Alzheimer’s Disease Neuroimaging (ADNI) database
Cited by: 17
Author(s): Juan Felipe Beltrán, Brandon Malik Wahba, Nicole Hose, Dennis Shasha, Richard Kline
Software Mentions: 1
Published: over 4 years ago

10.1038/s41598-020-79906-7

Enhancer-derived long non-coding RNAs CCAT1 and CCAT2 at rs6983267 has limited predictability for early stage colorectal carcinoma metastasis
Cited by: 11
Author(s): Lai Fun Thean, Christopher Blöcker, Hui Hua Li, Michelle Lo, Marcus Wong, Choong Leong Tang, Emile Tan, Steven G. Rozen, Peh Yean Cheah
Software Mentions: 1
Published: almost 4 years ago

10.1038/s41598-020-80758-4

Prediction of kinase inhibitors binding modes with machine learning and reduced descriptor sets
Cited by: 11
Author(s): Ibrahim Abdelbaky, Hilal Tayara, Kil To Chong
Software Mentions: 1
Published: almost 4 years ago

10.1001/jamanetworkopen.2021.7746

Genomic Epidemiology of SARS-CoV-2 Infection During the Initial Pandemic Wave and Association With Disease Severity
Cited by: 27
Author(s): Frank Esper, Yu‐Wei Cheng, Thamali M Adhikari, Zheng Jin Tu, Derek Li, Erik A Li, Daniel H. Farkas, Gary W. Procop, Jennifer S. Ko, Timothy A. Chan, Lara Jehi, Brian P. Rubin, Jing Li
Software Mentions: 1
Published: over 3 years ago

10.1038/s41598-020-80487-8

Dynamic blood flow phantom for in vivo liquid biopsy standardization
Cited by: 3
Author(s): Anastasiia Kozlova, Daniil N. Bratashov, О. В. Гришин, Arkadii Abdurashitov, Ekaterina S. Prikhozhdenko, Roman A. Verkhovskii, Natalia A. Shushunova, E. V. Shashkov, Vladimir P. Zharov, Olga A. Inozemtseva
Software Mentions: 1
Published: almost 4 years ago

10.1038/s41598-020-80474-z

Development of a machine learning model for predicting pediatric mortality in the early stages of intensive care unit admission
Cited by: 6
Author(s): Bong Jin Lee, Kyunghoon Kim, Hye‐Jin Hwang, You Sun Kim, Eun Hee Chung, Jong Seo Yoon, Hwa Jin Cho, June Dong Park
Software Mentions: 1
Published: almost 4 years ago

10.1038/s41598-020-80751-x

Multi-scale image analysis and prediction of visual field defects after selective amygdalohippocampectomy
Cited by: 2
Author(s): Bastian David, Jasmine Eberle, Daniel Delev, Jennifer Gaubatz, Conrad C. Prillwitz, Jan Wagner, Jan-Christoph Schoene-Bake, Guido Luechters, Alexander Radbruch, Bettina Wabbels, Johannes Schramm, Bernd Weber, Rainer Surges, Christian E. Elger, Theodor Rüber
Software Mentions: 1
Published: almost 4 years ago

10.1038/s41598-021-81525-9

Evaluation of transfer learning in deep convolutional neural network models for cardiac short axis slice classification
Cited by: 23
Author(s): Namgyu Ho, Yoon‐Chul Kim
Software Mentions: 1
Published: almost 4 years ago

10.1038/s41598-021-81272-x

Utility of T2-weighted MRI texture analysis in assessment of peripheral zone prostate cancer aggressiveness: a single-arm, multicenter study
Cited by: 11
Author(s): Gabriel Addio Nketiah, Mattijs Elschot, Tom W. J. Scheenen, Marnix C. Maas, Tone Frost Bathen, Kirsten Margrete Selnæs
Software Mentions: 1
Published: almost 4 years ago

10.1038/s41598-021-81958-2

Predicting individual emotion from perception-based non-contact sensor big data
Cited by: 11
Author(s): Nobuyoshi Komuro, Tomoki Hashiguchi, Keita Hirai, Makoto Ichikawa
Software Mentions: 1
Published: almost 4 years ago

10.1001/jamanetworkopen.2020.36220

Machine Learning of Patient Characteristics to Predict Admission Outcomes in the Undiagnosed Diseases Network
Cited by: 2
Author(s): Hadi Amiri, Isaac S. Kohane
Software Mentions: 1
Published: almost 4 years ago

10.1001/jamanetworkopen.2020.30939

Development and Validation of a Deep Learning Model to Quantify Glomerulosclerosis in Kidney Biopsy Specimens
Cited by: 26
Author(s): Jon N. Marsh, Ta‐Chiang Liu, Parker C. Wilson, S. Joshua Swamidass, Joseph P. Gaut
Software Mentions: 1
Published: almost 4 years ago

10.1371/journal.pone.0253027

Automatic ladybird beetle detection using deep-learning models
Cited by: 8
Author(s): Pablo Venegas, Francisco Calderón, Daniel Riofrío, Diego S. Benítez, Giovanni Ramón, Diego F. Cisneros‐Heredia, Miguel Coimbra, José Luis Rojo-Álvarez, Noel Pérez
Software Mentions: 1
Published: over 3 years ago

10.1038/s41598-021-82649-8

Targeting barrel field spiny stellate cells using a vesicular monoaminergic transporter 2-Cre mouse line
Cited by: 1
Author(s): Fábio Batista Freitag, Aikeremu Ahemaiti, Hannah M. Weman, Katharina Ambroz, Malin C. Lagerström
Software Mentions: 1
Published: almost 4 years ago

10.1038/s41598-021-81844-x

Developing and validating COVID-19 adverse outcome risk prediction models from a bi-national European cohort of 5594 patients
Cited by: 53
Author(s): Espen Jimenez-Solem, Tonny Studsgaard Petersen, Casper Worm Hansen, Christian Hansen, Christina Lioma, Christian Igel, Wouter Boomsma, Oswin Krause, Stephan Lorenzen, Raghavendra Selvan, Janne Petersen, Martin Erik Nyeland, Mikkel Zöllner Ankarfeldt, Gert Mehl Virenfeldt, Matilde Winther‐Jensen, Allan Linneberg, Mostafa Mehdipour Ghazi, Nicki Skafte Detlefsen, Andreas David Lauritzen, Abraham George Smith, Marleen de Bruijne, Bulat Ibragimov, Jens Petersen, Martin Lillholm, Jon Middleton, Signe Sloth Mogensen, Hans-Christian Thorsen-Meyer, Anders Perner, Marie Helleberg, Benjamin Skov Kaas‐Hansen, Mikkel Bonde, Alexander Bonde, Akshay Pai, Mads Nielsen, Martin Sillesen
Software Mentions: 1
Published: almost 4 years ago

10.1038/s41598-021-82885-y

A multipurpose machine learning approach to predict COVID-19 negative prognosis in São Paulo, Brazil
Cited by: 55
Author(s): Fernando Fernandes, Tiago Almeida de Oliveira, Cristiane Esteves Teixeira, André Filipe de Moraes Batista, Gabriel Dalla Costa, Alexandre Dias Porto Chiavegatto Filho
Software Mentions: 1
Published: almost 4 years ago

10.1038/s41598-021-83315-9

Optimizing machine learning models for granular NdFeB magnets by very fast simulated annealing
Cited by: 10
Author(s): Hyeon-Kyu Park, Jae‐Hyeok Lee, Je-Hyun Lee, Sang‐Koog Kim
Software Mentions: 1
Published: almost 4 years ago

10.1038/s41598-021-83237-6

A deep learning integrated radiomics model for identification of coronavirus disease 2019 using computed tomography
Cited by: 23
Author(s): Xiaoguo Zhang, Dawei Wang, Jiang Shao, Tian Song, Wenming Tan, Yan Ma, Qing-nan Xu, Xiaoman Ma, Dasheng Li, Jun Chai, Dingjun Wang, Wenwen Liu, Lingbo Lin, Jiangfen Wu, Xia Chen, Zhongfa Zhang
Software Mentions: 1
Published: almost 4 years ago

10.1001/jamanetworkopen.2020.26750

Predictive Modeling for Perinatal Mortality in Resource-Limited Settings
Cited by: 30
Author(s): Vivek V. Shukla, Barry Eggleston, Namasivayam Ambalavanan, Elizabeth M McClure, Musaku Mwenechanya, Elwyn Chomba, Carl Bose, Melissa Bauserman, Antoinette Tshefu, Shivaprasad S. Goudar, Richard Derman, Ana Garcés, Nancy F. Krebs, Sarah Saleem, Robert L. Goldenberg, Archana Patel, Patricia L. Hibberd, Fabian Esamai, Sherri Bucher, Edward A. Liechty, Marion Koso‐Thomas, Waldemar A. Carlo
Software Mentions: 1
Published: about 4 years ago

10.1001/jamanetworkopen.2020.20485

Association of Mobile Phone Location Data Indications of Travel and Stay-at-Home Mandates With COVID-19 Infection Rates in the US
Cited by: 141
Author(s): Song Gao, Jinmeng Rao, Yuhao Kang, Yunlei Liang, Jake Kruse, Dörte Döpfer, Ajay K. Sethi, J. Reyes, Brian S. Yandell, Jonathan A. Patz
Software Mentions: 1
Published: about 4 years ago

10.1371/journal.pone.0229620

Evaluation of machine learning models for automatic detection of DNA double strand breaks after irradiation using a γH2AX foci assay
Cited by: 8
Author(s): Tim Hohmann, Jacqueline Keßler, Dirk Vordermark, Faramarz Dehghani
Software Mentions: 1
Published: almost 5 years ago

10.1001/jamanetworkopen.2020.6653

Evaluation of a Machine Learning Model Based on Pretreatment Symptoms and Electroencephalographic Features to Predict Outcomes of Antidepressant Treatment in Adults With Depression
Cited by: 40
Author(s): Pranav Rajpurkar, Jingbo Yang, Nathan Dass, Vinjai Vale, Arielle S. Keller, Jeremy Irvin, Zachary Taylor, Sanjay Basu, Andrew Y. Ng, Leanne M. Williams
Software Mentions: 1
Published: over 4 years ago

10.1001/jamanetworkopen.2019.14051

Trends and Focus of Machine Learning Applications for Health Research
Cited by: 39
Author(s): Brett K. Beaulieu‐Jones, Samuel G. Finlayson, Corey Chivers, Irene Chen, Matthew B. A. McDermott, Jaz Kandola, Adrian V. Dalca, Andrew L. Beam, Madalina Fiterau, Tristan Naumann
Software Mentions: 1
Published: about 5 years ago

10.1038/s41598-021-82850-9

Hospitalization and mortality associated with SARS-CoV-2 viral clades in COVID-19
Cited by: 49
Author(s): Kenji Nakamichi, Jolie Shen, Cecilia S. Lee, Aaron Lee, Emma A. Roberts, Paul D. Simonson, Pavitra Roychoudhury, Jessica Andriesen, April Randhawa, Patrick C. Mathias, Alexander L. Greninger, Keith R. Jerome, Russell N. Van Gelder
Software Mentions: 1
Published: almost 4 years ago

10.1038/s41598-021-83641-y

Exploratory analysis of immunization records highlights decreased SARS-CoV-2 rates in individuals with recent non-COVID-19 vaccinations
Cited by: 78
Author(s): Colin Pawlowski, Arjun Puranik, Hari Bandi, AJ Venkatakrishnan, Vineet Agarwal, Richard B. Kennedy, John C. O’Horo, Gregory J. Gores, Amy W. Williams, John Halamka, Andrew D. Badley, Venky Soundararajan
Software Mentions: 1
Published: almost 4 years ago

10.1371/journal.pone.0206409

An open-source k-mer based machine learning tool for fast and accurate subtyping of HIV-1 genomes
Cited by: 63
Author(s): Stephen Solis-Reyes, Mariano Avino, Art F. Y. Poon, Lila Kari
Software Mentions: 1
Published: about 6 years ago

10.1038/s41598-021-85514-w

A national survey assessing public readiness for digital health strategies against COVID-19 within the United Kingdom
Cited by: 15
Author(s): Viknesh Sounderajah, Jonathan Clarke, Seema Yalamanchili, Amish Acharya, Sheraz R. Markar, Hutan Ashrafian, Ara Darzi
Software Mentions: 1
Published: over 3 years ago

10.1155/2016/5080746

Evaluation and Verification of the Global Rapid Identification of Threats System for Infectious Diseases in Textual Data Sources
Cited by: 7
Author(s): Andy Huff, Nathan Breit, Talli Allen, Karissa Whiting, Christopher Kiley
Software Mentions: 1
Published: almost 9 years ago

10.1038/s41598-021-86320-0

Machine learning analysis of pregnancy data enables early identification of a subpopulation of newborns with ASD
Cited by: 23
Author(s): H. Caly, Hamed Rabiei, Perrine Coste-Mazeau, Sebastien Hantz, Sophie Alain, J.-P. Eyraud, Thierry Chianéa, Catherine Caly, David Makowski, Nouchine Hadjikhani, Éric Lemonnier, Yehezkel Ben‐Ari
Software Mentions: 1
Published: over 3 years ago

10.1038/s41598-021-87171-5

Development of machine learning model for diagnostic disease prediction based on laboratory tests
Cited by: 35
Author(s): Dong Jin Park, Min Woo Park, Homin Lee, Young‐Jin Kim, Yeongsic Kim, Young Hoon Park
Software Mentions: 1
Published: over 3 years ago

10.1038/s41598-021-87226-7

Efficient collection of a large number of mutations by mutagenesis of DNA damage response defective animals
Cited by: 3
Author(s): Yutaka Suehiro, Sawako Yoshina, Tomoko Motohashi, Satoru Iwata, Katsufumi Dejima, Shohei Mitani
Software Mentions: 1
Published: over 3 years ago

10.1038/s41598-021-87300-0

Prediction of Streptococcus uberis clinical mastitis treatment success in dairy herds by means of mass spectrometry and machine-learning
Cited by: 3
Author(s): Alexandre Maciel-Guerra, Necati Esener, Katharina Giebel, Daniel Lea, Martin J. Green, Andrew J. Bradley, Tania Dottorini
Software Mentions: 1
Published: over 3 years ago

10.1186/s40192-015-0042-z

Machine learning approaches for elastic localization linkages in high-contrast composite materials
Cited by: 52
Author(s): Ruoqian Liu, Yuksel C. Yabansu, Ankit Agrawal, Surya R. Kalidindi, Alok Choudhary
Software Mentions: 1
Published: almost 9 years ago

10.2196/12910

Using Machine Learning to Derive Just-In-Time and Personalized Predictors of Stress: Observational Study Bridging the Gap Between Nomothetic and Ideographic Approaches
Cited by: 14
Author(s): Alan Rozet, Ian M. Kronish, Joseph E. Schwartz, Karina W. Davidson
Software Mentions: 1
Published: over 5 years ago

10.1038/s41598-021-87176-0

Prediction of ambulatory outcome in patients with corona radiata infarction using deep learning
Cited by: 11
Author(s): Jeoung Kun Kim, Yoo Jin Choo, Hyunkwang Shin, Gyu Sang Choi, Hee Jin Lee
Software Mentions: 1
Published: over 3 years ago

10.1038/s41598-021-87035-y

Quantitative structure–activity relationship models for genotoxicity prediction based on combination evaluation strategies for toxicological alternative experiments
Cited by: 2
Author(s): Xiaotong Yang, Zhengbao Zhang, Qing Li, Yongming Cai
Software Mentions: 1
Published: over 3 years ago

10.1109/TBME.2018.2890167

Computer-Aided Diagnosis of Label-Free 3-D Optical Coherence Microscopy Images of Human Cervical Tissue
Cited by: 23
Author(s): Yutao Ma, Tao Xu, Xiaolei Huang, Xiaofang Wang, Canyu Li, Jason Jerwick, Naichang Yuan, Xiaomao Zeng, Bo Wang, Yihong Wang, Zhan Zhang, Xiaoan Zhang, Chao Zhou
Software Mentions: 1
Published: about 5 years ago

10.1038/s41598-021-87598-w

Robustness of radiomic features in CT images with different slice thickness, comparing liver tumour and muscle
Cited by: 27
Author(s): L. Escudero Sanchez, Leonardo Rundo, Andrew B. Gill, Matthew Hoare, Eva M. Serrao, Evis Sala
Software Mentions: 1
Published: over 3 years ago

10.1038/s41598-021-87826-3

Machine learning analysis to predict the need for ankle foot orthosis in patients with stroke
Cited by: 11
Author(s): Yoo Jin Choo, Jeoung Kun Kim, Jang Hwan Kim, Hee Jin Lee, Donghwi Park
Software Mentions: 1
Published: over 3 years ago

10.1371/journal.pone.0247243

Registration of spatio-temporal point clouds of plants for phenotyping
Cited by: 17
Author(s): Nived Chebrolu, Federico Magistri, Thomas Läbe, Cyrill Stachniss
Software Mentions: 1
Published: almost 4 years ago

10.1038/s41598-021-88712-8

Machine learning based models for prediction of subtype diagnosis of primary aldosteronism using blood test
Cited by: 16
Author(s): Hiroki Kaneko, Hironobu Umakoshi, Masatoshi Ogata, Norio Wada, Norifusa Iwahashi, Tazuru Fukumoto, Maki Yokomoto‐Umakoshi, Yoritaka Nakano, Yayoi Matsuda, Takashi Miyazawa, Ryuichi Sakamoto, Yoshihiro Ogawa
Software Mentions: 1
Published: over 3 years ago

10.1038/s41598-021-89359-1

Real-world rogue wave probabilities
Cited by: 16
Author(s): Dion Häfner, Johannes Gemmrich, Markus Jochum
Software Mentions: 1
Published: over 3 years ago

10.1038/s41598-021-89553-1

A retrospective cohort study of 12,306 pediatric COVID-19 patients in the United States
Cited by: 71
Author(s): Vibhu Parcha, Katherine S. Booker, Rajat Kalra, Seth Kuranz, Lorenzo Berra, Garima Arora, Pankaj Arora
Software Mentions: 1
Published: over 3 years ago

10.1038/s41598-021-89690-7

Resting state alpha oscillatory activity is a valid and reliable marker of schizotypy
Cited by: 19
Author(s): Jelena Trajkovic, Francesco Di Gregorio, Francesca Ferri, Chiara Marzi, Stefano Diciotti, Vincenzo Romei
Software Mentions: 1
Published: over 3 years ago

10.3389/fmolb.2021.704274

Reconstruction of Three-Dimensional Conformations of Bacterial ClpB from High-Speed Atomic-Force-Microscopy Images
Cited by: 7
Author(s): Bhaskar DasGupta, Osamu Miyashita, Takayuki Uchihashi, Florence Tama
Software Mentions: 1
Published: over 3 years ago

10.3389/fmolb.2020.556481

Discovery of Potential Flavonoid Inhibitors Against COVID-19 3CL Proteinase Based on Virtual Screening Strategy
Cited by: 44
Author(s): Zhenbo Xu, Lixiang Yang, Xinghao Zhang, Qiling Zhang, Zhibin Ye, Yuanhao Liu, Shuang Wei, Wukun Liu
Software Mentions: 1
Published: about 4 years ago

10.1038/s41598-021-89841-w

Elastic transformation of histological slices allows precise co-registration with microCT data sets for a refined virtual histology approach
Cited by: 6
Author(s): Jonas Albers, Angelika Svetlove, Justus Alves, Alexander Kraupner, Francesca Di Lillo, M. Andrea Markus, Giuliana Tromba, Frauke Alves, Christian Dullin
Software Mentions: 1
Published: over 3 years ago

10.3389/fmolb.2019.00047

Machine Learning Classification Model for Functional Binding Modes of TEM-1 β-Lactamase
Cited by: 13
Author(s): Feng Wang, Li Shen, Haoming Zhou, Shouyi Wang, Xinlei Wang, Peng Tao
Software Mentions: 1
Published: over 5 years ago

10.3389/fmicb.2021.661132

Machine Learning for Predicting Mycotoxin Occurrence in Maize
Cited by: 10
Author(s): Marco Camardo Leggieri, Marco Mazzoni, Paola Battilani
Software Mentions: 1
Published: over 3 years ago

10.1038/s41598-021-90642-4

Predictive modeling for peri-implantitis by using machine learning techniques
Cited by: 6
Author(s): Tomoaki Mameno, Masahiro Wada, Kazunori Nozaki, Toyomi Takahashi, Yoshitaka Tsujioka, Suzuna Akema, Daisuke Hasegawa, Kazunori Ikebe
Software Mentions: 1
Published: over 3 years ago

10.1371/journal.pone.0173647

Simple agarose micro-confinement array and machine-learning-based classification for analyzing the patterned differentiation of mesenchymal stem cells
Cited by: 18
Author(s): Nobuyuki Tanaka, Tadahiro Yamashita, Asako Sato, Viola Vogel, Yo Tanaka
Software Mentions: 1
Published: over 7 years ago

10.3389/fmicb.2021.696921

Comparative Analysis of Machine Learning Algorithms on Surface Enhanced Raman Spectra of Clinical Staphylococcus Species
Cited by: 31
Author(s): Jia-Wei Tang, Qinghua Liu, Xiao-Cong Yin, Ya-Cheng Pan, Pengbo Wen, Xin Liu, Xingxing Kang, Bing Gu, Zuobin Zhu, Liang Wang
Software Mentions: 1
Published: about 3 years ago

Projects: pypi: scikit-learn

Papers Mentioning scikit-learn 2,431