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

10.1038/s41598-019-48295-x

Reconstructing commuters network using machine learning and urban indicators
Cited by: 36
Author(s): Gabriel Spadon, André C. P. L. F. de Carvalho, José F. Rodrigues-Jr, Luiz G. A. Alves
Software Mentions: 1
Published: over 5 years ago

10.1038/s41598-019-48263-5

Artificial intelligence predicts the progression of diabetic kidney disease using big data machine learning
Cited by: 104
Author(s): Masaki Miyamoto, Ryo Yoshimoto, Masaki Ono, Toshinari Itoko, Takayuki Katsuki, Akira Koseki, Mineichi Kudo, Kyoichi Haida, Jun Kuroda, Ryosuke Yanagiya, Eiichi Saitoh, Kiyotaka Hoshinaga, Yukio Yuzawa, Atsushi Suzuki
Software Mentions: 1
Published: over 5 years ago

10.3390/molecules201119679

Extremely Randomized Machine Learning Methods for Compound Activity Prediction
Cited by: 9
Author(s): Wojciech Marian Czarnecki, Sabina Podlewska, Andrzej J. Bojarski
Software Mentions: 1
Published: about 9 years ago

10.1186/s12911-020-01297-6

Combining structured and unstructured data for predictive models: a deep learning approach
Cited by: 80
Author(s): Dongdong Zhang, Changchang Yin, Jucheng Zeng, Xiaohui Yuan, Ping Zhang
Software Mentions: 1
Published: about 4 years ago

10.1093/bioinformatics/btv529

Improved large-scale prediction of growth inhibition patterns using the NCI60 cancer cell line panel
Cited by: 86
Author(s): Isidro Cortés-Ciriano, Gerard J. P. van Westen, Guillaume Bouvier, Michaël Nilges, John P. Overington, Andreas Bender, Thérèse E. Malliavin
Software Mentions: 1
Published: about 9 years ago

10.1186/s12967-020-02542-2

The study of the association between immune monitoring and pneumonia in kidney transplant recipients through machine learning models
Cited by: 14
Author(s): Bo Peng, Hang Gong, Tian Han, Quan Zhuang, Junhui Li, Ke Cheng, Yingzi Ming
Software Mentions: 1
Published: about 4 years ago

10.1038/s41598-019-50391-x

Data Driven Investigation of Bispectral Index Algorithm
Cited by: 18
Author(s): Hyung Chul Lee, Ho Geol Ryu, Yoonsang Park, Soo Bin Yoon, Seung Min Yang, Hung Kun Oh, Chul-Woo Jung
Software Mentions: 1
Published: about 5 years ago

10.1038/s41598-019-50144-w

Predictions of the mechanical properties of unidirectional fibre composites by supervised machine learning
Cited by: 79
Author(s): M.V. Pathan, Sathiskumar A. Ponnusami, J. Pathan, R. Pitisongsawat, Borja Erice, Nik Petrinić, V.L. Tagarielli
Software Mentions: 1
Published: about 5 years ago

10.1038/s41598-019-51338-y

A Super-Learner Model for Tumor Motion Prediction and Management in Radiation Therapy: Development and Feasibility Evaluation
Cited by: 22
Author(s): Hui-Ling Lin, W. Zou, Taoran Li, Steven J. Feigenberg, Boon-Keng Teo, Lei Dong
Software Mentions: 1
Published: about 5 years ago

10.3390/ani11010050

Determination of Body Parts in Holstein Friesian Cows Comparing Neural Networks and k Nearest Neighbour Classification
Cited by: 7
Author(s): Jennifer Salau, Jan Haas, Wolfgang Junge, Georg Thaller
Software Mentions: 1
Published: almost 4 years ago

10.1038/s41598-019-51779-5

Machine Friendly Machine Learning: Interpretation of Computed Tomography Without Image Reconstruction
Cited by: 26
Author(s): Hyunkwang Lee, Chao Huang, Sehyo Yune, Shahein Tajmir, Myeongchan Kim, Synho Do
Software Mentions: 1
Published: about 5 years ago

10.3390/ani11072066

Prediction of Hanwoo Cattle Phenotypes from Genotypes Using Machine Learning Methods
Cited by: 8
Author(s): Swati Srivastava, Bryan Irvine Lopez, Himansu Kumar, Mi Jang, Han-Ha Chai, Woncheoul Park, Dajeong Lim
Software Mentions: 1
Published: over 3 years ago

10.1038/s41598-019-52552-4

Characterization and Identification of Lysine Succinylation Sites based on Deep Learning Method
Cited by: 26
Author(s): Kai-Yao Huang, Justin Bo-Kai Hsu, Tzong-Yi Lee
Software Mentions: 1
Published: about 5 years ago

10.3390/ani10060927

Reliability of Family Dogs’ Sleep Structure Scoring Based on Manual and Automated Sleep Stage Identification
Cited by: 12
Author(s): Anna Gergely, Orsolya Kiss, Vivien Reicher, Ivaylo Borislavov Iotchev, Enikő Kovács, Ferenc Gombos, András A. Benczúr, Attila Galambos, József Topál, Anna Kis
Software Mentions: 1
Published: over 4 years ago

10.1093/bioinformatics/btaa1102

SoluProt: prediction of soluble protein expression in <i>Escherichia coli</i>
Cited by: 50
Author(s): Jiří Hon, Martin Marusiak, Tomáš Martínek, Antonín Kunka, Jaroslav Zendulka, David Bednář, Jiřı́ Damborský
Software Mentions: 1
Published: almost 4 years ago

10.1038/s41598-019-53173-7

Integrated Counts of Carbohydrate-Active Protein Domains as Metabolic Readouts to Distinguish Probiotic Biology and Human Fecal Metagenomes
Cited by: 2
Author(s): Hong-Hsing Liu, Yuh Jyh Lin, Chen‐Shuan Chung, Kevin Liu, Ya-Hui Chang, Chung-Hsiang Yang, Yun Chen, Yen–Hsuan Ni, Pi-Feng Chang
Software Mentions: 1
Published: about 5 years ago

10.1038/s41598-019-53324-w

Exploring the limitations of biophysical propensity scales coupled with machine learning for protein sequence analysis
Cited by: 19
Author(s): Daniele Raimondi, Gabriele Orlando, Wim Vranken, Yves Moreau
Software Mentions: 1
Published: about 5 years ago

10.1038/s41598-019-53202-5

Machine Learning to Quantitate Neutrophil NETosis
Cited by: 13
Author(s): Laila Elsherif, Noah Sciaky, Carrington A. Metts, Modasshir, Ioannis Rekleitis, Christine A. Burris, Joshua Walker, Nadeem Ramadan, Tina M. Leisner, Stephen P. Holly, Martis W. Cowles, Kenneth I. Ataga, Joshua Cooper, Leslie V. Parise
Software Mentions: 1
Published: about 5 years ago

10.1038/s41598-019-53034-3

CPEM: Accurate cancer type classification based on somatic alterations using an ensemble of a random forest and a deep neural network
Cited by: 18
Author(s): Kanggeun Lee, Hyoung-oh Jeong, Semin Lee, Won-Ki Jeong
Software Mentions: 1
Published: about 5 years ago

10.18632/oncotarget.23099

DHSpred: support-vector-machine-based human DNase I hypersensitive sites prediction using the optimal features selected by random forest
Cited by: 81
Author(s): Balachandran Manavalan, Tae Hwan Shin, Gwang Lee
Software Mentions: 1
Published: almost 7 years ago

10.1371/journal.pcbi.1006801

Allosteric mechanism of the circadian protein Vivid resolved through Markov state model and machine learning analysis
Cited by: 18
Author(s): Haoming Zhou, Zheng Dong, Gennady M. Verkhivker, Brian D. Zoltowski, Peng Tao
Software Mentions: 1
Published: almost 6 years ago

10.1038/s41598-019-53889-6

Machine learning-based dynamic mortality prediction after traumatic brain injury
Cited by: 64
Author(s): Rahul Raj, Teemu Luostarinen, Eetu Pursiainen, Jussi P. Posti, Riikka Takala, Stepani Bendel, Teijo Konttila, Miikka Korja
Software Mentions: 1
Published: almost 5 years ago

10.1038/s41598-021-95004-8

Comparing COVID-19 risk factors in Brazil using machine learning: the importance of socioeconomic, demographic and structural factors
Cited by: 19
Author(s): P. O. Baqui, Valerio Marra, Ahmed M. Alaa, Ioana Bica, Ari Ercole, Mihaela van der Schaar
Software Mentions: 1
Published: over 3 years ago

10.3390/biology9110365

Amino Acid k-mer Feature Extraction for Quantitative Antimicrobial Resistance (AMR) Prediction by Machine Learning and Model Interpretation for Biological Insights
Cited by: 20
Author(s): Taha ValizadehAslani, Zhengqiao Zhao, Bahrad A. Sokhansanj, Gail Rosen
Software Mentions: 1
Published: about 4 years ago

10.1186/s12911-018-0676-9

Leveraging auxiliary measures: a deep multi-task neural network for predictive modeling in clinical research
Cited by: 7
Author(s): Xiangrui Li, Dongxiao Zhu, Phillip D. Levy
Software Mentions: 1
Published: almost 6 years ago

10.1038/s41598-021-96019-x

Machine learning using clinical data at baseline predicts the efficacy of vedolizumab at week 22 in patients with ulcerative colitis
Cited by: 5
Author(s): Jun Miyoshi, Tsubasa Maeda, Katsuyoshi Matsuoka, Daisuke Saito, Sawako Miyoshi, Minoru Matsuura, Susumu Okamoto, Satoshi Tamura
Software Mentions: 1
Published: over 3 years ago

10.1038/s41598-021-95617-z

Determination of critical decision points for COVID-19 measures in Japan
Cited by: 1
Author(s): Junu Kim, Kensaku Matsunami, Kozue Okamura, Sara Badr, Hirokazu Sugiyama
Software Mentions: 1
Published: over 3 years ago

10.1099/mgen.0.000483

NonClasGP-Pred: robust and efficient prediction of non-classically secreted proteins by integrating subset-specific optimal models of imbalanced data
Cited by: 3
Author(s): Chao Wang, Jin Wu, Lei Xu, Quan Zou
Software Mentions: 1
Published: almost 4 years ago

10.1186/s12938-021-00869-5

Decomposition of high-frequency electrical conductivity into extracellular and intracellular compartments based on two-compartment model using low-to-high multi-b diffusion MRI
Cited by: 3
Author(s): Mun Bae Lee, Hyung Joong Kim, Oh In Kwon
Software Mentions: 1
Published: over 3 years ago

10.1186/s12938-019-0639-0

Comparing classification techniques for identification of grasped objects
Cited by: 5
Author(s): Daniel Nogueira, Paulo Abreu, Maria Teresa Restivo
Software Mentions: 1
Published: over 5 years ago

10.1371/journal.pcbi.1007879

Towards a data-driven characterization of behavioral changes induced by the seasonal flu
Cited by: 22
Author(s): Nicolò Gozzi, Daniela Perrotta, Daniela Paolotti, Nicola Perra
Software Mentions: 1
Published: over 4 years ago

10.1371/journal.pcbi.1005819

Improving virtual screening of G protein-coupled receptors via ligand-directed modeling
Cited by: 8
Author(s): Thomas Coudrat, John Simms, Arthur Christopoulos, Denise Wootten, Patrick M. Sexton
Software Mentions: 1
Published: about 7 years ago

10.1186/s12911-021-01506-w

Machine learning predicts mortality based on analysis of ventilation parameters of critically ill patients: multi-centre validation
Cited by: 8
Author(s): Behrooz Mamandipoor, Fernando Frutos‐Vivar, Óscar Peñuelas, Richard Rezar, Konstantinos Raymondos, Alfonso Muriel, Bin Du, Arnaud W. Thille, Fernando Ríos, Marco González, Lorenzo del-Sorbo, María del Carmen Marín, Bruno Valle Pinheiro, Marco Antonio Soares, Nicolás Nín, Salvatore Maurizio Maggiore, Andrew D. Bersten, Malte Kelm, Raphael Romano Bruno, Pravin Amin, Nahit Çakar, Gee Young Suh, Fékri Abroug, Manuel Jibaja, Dimitros Matamis, Amine Ali Zeggwagh, Yuda Sutherasan, Antonio Anzueto, Bernhard Wernly, Andrés Esteban, Christian Jung, Venet Osmani
Software Mentions: 1
Published: over 3 years ago

10.3390/molecules26123630

Cytotoxicity Induction by the Oxidative Reactivity of Nanoparticles Revealed by a Combinatorial GNP Library with Diverse Redox Properties
Cited by: 3
Author(s): Shenqing Wang, Xiliang Yan, Gaoxing Su, Bing Yan
Software Mentions: 1
Published: over 3 years ago

10.1038/s41598-021-97643-3

Machine learning risk prediction model for acute coronary syndrome and death from use of non-steroidal anti-inflammatory drugs in administrative data
Cited by: 6
Author(s): Juan Lü, Ling Wang, Mohammed Bennamoun, Isaac Ronald Ward, Senjian An, Ferdous Sohel, Benjamin J.W. Chow, Girish Dwivedi, Frank M Sanfilippo
Software Mentions: 1
Published: about 3 years ago

10.1155/2016/4354901

Identification of Hot Spots in Protein Structures Using Gaussian Network Model and Gaussian Naive Bayes
Cited by: 8
Author(s): Zhang Hua, Tao Jiang, Guogen Shan
Software Mentions: 1
Published: almost 9 years ago

10.1038/s41598-021-97990-1

Early outcome detection for COVID-19 patients
Cited by: 5
Author(s): Alina Sîrbu, Greta Barbieri, Francesco Faita, Paolo Ferragina, Luna Gargani, Lorenzo Ghiadoni, Corrado Priami
Software Mentions: 1
Published: about 3 years ago

10.1155/2020/7297631

PredDBP-Stack: Prediction of DNA-Binding Proteins from HMM Profiles using a Stacked Ensemble Method
Cited by: 4
Author(s): Jun Wang, Huiwen Zheng, Yang Yang, Wanyue Xiao, Taigang Liu
Software Mentions: 1
Published: over 4 years ago

10.1038/s41598-021-98170-x

Prediction of coating thickness for polyelectrolyte multilayers via machine learning
Cited by: 4
Author(s): Varvara Gribova, Анастасія Наваліхіна, Oleksandr Lysenko, Cynthia Calligaro, Eloïse Lebaudy, Lucie Deiber, Bernard Senger, Philippe Lavalle, Nihal Engin Vrana
Software Mentions: 1
Published: about 3 years ago

10.1523/ENEURO.0414-17.2018

Organization of Neural Population Code in Mouse Visual System
Cited by: 6
Author(s): Kathleen Esfahany, Isabel Siergiej, Yuan Zhao, Il Park
Software Mentions: 1
Published: over 6 years ago

10.1038/s41598-021-97118-5

ECG-based machine-learning algorithms for heartbeat classification
Cited by: 33
Author(s): Saira Aziz, Sajid Ahmed, Mohamed‐Slim Alouini
Software Mentions: 1
Published: about 3 years ago

10.1155/2017/1826496

A Novel Phosphorylation Site-Kinase Network-Based Method for the Accurate Prediction of Kinase-Substrate Relationships
Cited by: 7
Author(s): Minghui Wang, Tao Wang, Binghua Wang, Yu Liu, Ao Li
Software Mentions: 1
Published: almost 8 years ago

10.1038/s41598-021-98458-y

Computational identification of multiple lysine PTM sites by analyzing the instance hardness and feature importance
Cited by: 5
Author(s): Sabit Ahmed, Afrida Rahman, Md. Al Mehedi Hasan, Shamim Ahmad, S.M. Shovan
Software Mentions: 1
Published: about 3 years ago

10.3390/ijms21103455

Iroquois Homeobox Protein 2 Identified as a Potential Biomarker for Parkinson’s Disease
Cited by: 6
Author(s): Hyuna Sim, Jooeun Lee, Hee Min Yoo, Sunwha Cho, Hana Lee, Aruem Baek, Jisun Kim, Hyemyung Seo, Mi‐Na Kweon, Hyung Gun Kim, Young‐Joo Jeon, Mi‐Young Son, Jang Hwan Kim
Software Mentions: 1
Published: over 4 years ago

10.7554/eLife.56491

Distinct neuronal populations contribute to trace conditioning and extinction learning in the hippocampal CA1
Cited by: 12
Author(s): Rebecca A. Mount, Sudiksha Sridhar, Kyle Hansen, Ali Ibrahim Mohammed, Moona E Abdulkerim, Robb Kessel, Bobak Nazer, Howard J. Gritton, Xue Han
Software Mentions: 1
Published: over 3 years ago

10.1038/s41598-021-98392-z

A machine learning approach for efficient multi-dimensional integration
Cited by: 2
Author(s): Boram Yoon
Software Mentions: 1
Published: about 3 years ago

10.1038/s41598-021-99363-0

An automated and combinative method for the predictive ranking of candidate effector proteins of fungal plant pathogens
Cited by: 24
Author(s): Darcy A. B. Jones, Lina Rozano, Johannes Wolfram Debler, Ricardo L. Mancera, Paula Moolhuijzen, James K. Hane
Software Mentions: 1
Published: about 3 years ago

10.1080/14686996.2017.1371559

Petascale supercomputing to accelerate the design of high-temperature alloys
Cited by: 16
Author(s): Dongwon Shin, Sangkeun Lee, Amit Shyam, J. Allen Haynes
Software Mentions: 1
Published: about 7 years ago

10.1080/14686996.2018.1439253

A general representation scheme for crystalline solids based on Voronoi-tessellation real feature values and atomic property data
Cited by: 22
Author(s): Randy Jalem, Masanobu Nakayama, Yusuke Noda, Tam Le, Ichiro Takeuchi, Yoshitaka Tateyama, Hisatsugu Yamazaki
Software Mentions: 1
Published: over 6 years ago

10.1080/14686996.2020.1738268

Data-based selection of creep constitutive models for high-Cr heat-resistant steel
Cited by: 8
Author(s): Hitoshi Izuno, Masahiko Demura, Masaaki Tabuchi, Yoh-ichi Mototake, Masato Okada
Software Mentions: 1
Published: almost 5 years ago

10.7717/peerj.1750

Computational inference of H3K4me3 and H3K27ac domain length
Cited by: 8
Author(s): Julian Zubek, Michael L. Stitzel, Duygu Ucar, Dariusz Plewczynski
Software Mentions: 1
Published: over 8 years ago

10.1080/14686996.2020.1746196

Corrosion rate prediction and influencing factors evaluation of low-alloy steels in marine atmosphere using machine learning approach
Cited by: 42
Author(s): Luchun Yan, Yupeng Diao, Zhaoyang Lang, Kewei Gao
Software Mentions: 1
Published: almost 5 years ago

10.1155/2015/685067

Risk Factors for Emergency Department Short Time Readmission in Stratified Population
Cited by: 14
Author(s): Ariadna Besga, Borja Ayerdi, Guillermo Alcalde, Alberto Blázquez Manzano, Pedro Lopetegui, Manuel Graña, Ana González‐Pinto
Software Mentions: 1
Published: almost 10 years ago

10.1126/science.abd4250

Viral epitope profiling of COVID-19 patients reveals cross-reactivity and correlates of severity
Cited by: 481
Author(s): Ellen Shrock, Eric Fujimura, Tomasz Kula, Richard T. Timms, I-Hsiu Lee, Yumei Leng, Matthew L. Robinson, Brandon M. Sie, Mamie Z. Li, Yuezhou Chen, Jennifer K. Logue, Adam Zuiani, Denise J. McCulloch, Felipe Lelis, Stephanie N. Henson, Daniel R. Monaco, Meghan Travers, Shaghayegh Habibi, William Clarke, Patrizio Caturegli, Oliver Laeyendecker, Alicja Piechocka-Trocha, Jonathan Z. Li, Ashok Khatri, Helen Y. Chu, Alexandra–Chloé Villani, Kyle R. Kays, Marcia B. Goldberg, Nir Hacohen, Michael R. Filbin, Xu G. Yu, Bruce D. Walker, Duane R. Wesemann, H. Benjamin Larman, James A. Lederer, Stephen J. Elledge, Kendall M. Lavin-Parsons, Blair A. Parry, Brendan M. Lilley, Carl L. Lodenstein, Brenna McKaig, Nicole C. Charland, Hargun K. Khanna, Justin D. Margolin, Anna L.K. Gonye, Irena Gushterova, Thomas J. LaSalle, Nihaarika Sharma, Brian C. Russo, Maricarmen Rojas-López, Moshe Sade-Feldman, Kasidet Manakongtreecheep, Jessica Tantivit, Molly Thomas, Betelihem A. Abayneh, Patrick Allen, Diane Antille, Katrina Armstrong, Siobhan Boyce, Joan Braley, Kelley R. Branch, Katherine Broderick, Julia Carney, Andrew Chan, Susan Davidson, Michael Dougan, David A. Drew, Ashley Elliman, Keith T. Flaherty, Jeanne Flannery, Pamela Forde, Elise Gettings, Amanda Griffin, Sheila Grimmel, Kathleen Grinke, Kathryn Hall, Meg Healy, Deborah Henault, Grace Holland, Chantal Kayitesi, Vlasta LaValle, Yuting Lu, Sarah Luthern, Jordan Marchewka, Brittani Martino, Roseann McNamara, Christian Nambu, Susan C. Nelson, Marjorie Noone, Christine Ommerborn, Lois Chris Pacheco, Nicole Phan, Falisha A. Porto, Edward T. Ryan, Kathleen Selleck, Sue Slaughenhaupt, Kimberly Smith Sheppard, Elizabeth Suschana, Vivine Wilson, Galit Alter, Alejandro Balazs, Julia Bals, Max Barbash, Yannic C. Bartsch, Julie Boucau, Josh Chevalier, Fatema Z. Chowdhury, Kevin Einkauf, Jon Fallon, Liz Fedirko, Kelsey Finn, Pilar García-Broncano, Ciputra Adijaya Hartana, Chenyang Jiang, Paulina Kapłonek, Marshall Karpell, Evan C. Lam, Kristina Lefteri, Xiaodong Lian, Mathias Lichterfeld, Daniel Lingwood, Huan Liu, Jinqing Liu, Natasha Ly, Ashlin Michell, Ilan Millstrom, Noah Miranda, Claire O’Callaghan, Matthew Osborn, Shiv Pillai, Yelizaveta Rassadkina, Alexandra Reissis, Francis F. Ruzicka, Kyra Seiger, Libera Sessa, Christianne Sharr, Sally Shin, Nishant K. Singh, Weiwei Sun, Xiaoming Sun, Hannah Ticheli, Alicja Trocha-Piechocka, Daniel Worrall, Alex Zhu, George Q. Daley, David Golan, Howard M. Heller, Arlene Sharpe, Nikolaus Jilg, Alex Rosenthal, C. Jason Wong
Software Mentions: 1
Published: almost 4 years ago

10.1155/2019/9397578

Machine Learning Model for Imbalanced Cholera Dataset in Tanzania
Cited by: 16
Author(s): Judith Leo, Edith Talina Luhanga, Michael Kisangiri
Software Mentions: 1
Published: over 5 years ago

10.1155/2021/4351499

Radiomics Feature Analysis of Cartilage and Subchondral Bone in Differentiating Knees Predisposed to Posttraumatic Osteoarthritis after Anterior Cruciate Ligament Reconstruction from Healthy Knees
Cited by: 4
Author(s): Yuxue Xie, Yibo Dan, Hongyue Tao, Chenglong Wang, Chengxiu Zhang, Yida Wang, Jing Yang, Guang Yang, Shuang Chen
Software Mentions: 1
Published: about 3 years ago

10.3390/s141019336

Chemical Discrimination in Turbulent Gas Mixtures with MOX Sensors Validated by Gas Chromatography-Mass Spectrometry
Cited by: 63
Author(s): Jordi Fonollosa, Irene Rodríguez-Luján, Marco Trincavelli, Alexander Vergara, Ramón Huerta
Software Mentions: 1
Published: about 10 years ago

10.3390/s16010117

The Effect of Personalization on Smartphone-Based Fall Detectors
Cited by: 36
Author(s): Carlos Medrano, Inmaculada Plaza, Raúl Igual, Ángel Martínez Sánchez, Manuel Castro
Software Mentions: 1
Published: almost 9 years ago

10.3390/ijms20246276

A Deep Learning Model for Cell Growth Inhibition IC50 Prediction and Its Application for Gastric Cancer Patients
Cited by: 17
Author(s): Minjae Joo, Aron Park, Kyungdoc Kim, Won‐Joon Son, Hyo Sug Lee, Gyutae Lim, Jinhyuk Lee, Dong Hoon Lee, Jungseok An, Jung Ho Kim, Tae-Jin Ahn, Seungyoon Nam
Software Mentions: 1
Published: almost 5 years ago

10.3390/molecules26175131

Computational Prediction of Compound–Protein Interactions for Orphan Targets Using CGBVS
Cited by: 1
Author(s): Chisato Kanai, Enzo Kawasaki, Ryuta Murakami, Yusuke Morita, Atsushi Yoshimori
Software Mentions: 1
Published: over 3 years ago

10.3390/biom11091302

Revealing the Mutation Patterns of Drug-Resistant Reverse Transcriptase Variants of Human Immunodeficiency Virus through Proteochemometric Modeling
Cited by: 0
Author(s): Jingxuan Qiu, Xinxin Tian, Jiangru Liu, Yulong Qin, Jun‐Jie Zhu, Dongpo Xu, Tianyi Qiu
Software Mentions: 1
Published: about 3 years ago

10.3390/jpm11080748

Application of Machine Learning for Predicting Anastomotic Leakage in Patients with Gastric Adenocarcinoma Who Received Total or Proximal Gastrectomy
Cited by: 3
Author(s): Shui-jin Shao, Lu Liu, Yufeng Zhao, Lei Mu, Qiyi Lu, Jianbing Qin
Software Mentions: 1
Published: over 3 years ago

10.3390/s17071535

An Automatic Car Counting System Using OverFeat Framework
Cited by: 24
Author(s): Debojit Biswas, Hongbo Su, Chengyi Wang, Jason Blankenship, Aleksandar Stevanovic
Software Mentions: 1
Published: over 7 years ago

10.3390/s17091967

Conditional Variational Autoencoder for Prediction and Feature Recovery Applied to Intrusion Detection in IoT
Cited by: 180
Author(s): Manuel López-Martín, Belén Carro, Antonio Sánchez-Esguevillas, Jaime Lloret
Software Mentions: 1
Published: about 7 years ago

10.3390/s17102193

On-Board Detection of Pedestrian Intentions
Cited by: 60
Author(s): Zhijie Fang, David Vázquez, Antonio López
Software Mentions: 1
Published: about 7 years ago

10.3390/biom10121605

Analysis of Biological Screening Compounds with Single- or Multi-Target Activity via Diagnostic Machine Learning
Cited by: 13
Author(s): Christian Feldmann, Dimitar Yonchev, Jürgen Bajorath
Software Mentions: 1
Published: almost 4 years ago

10.3390/s18010167

A Regression Model for Predicting Shape Deformation after Breast Conserving Surgery
Cited by: 6
Author(s): Hooshiar Zolfagharnasab, Sílvia Bessa, Sara P. Oliveira, Pedro Faria, João F. Teixeira, Jaime S. Cardoso, Hélder Oliveira
Software Mentions: 1
Published: almost 7 years ago

10.3390/s18010117

Organ Segmentation in Poultry Viscera Using RGB-D
Cited by: 11
Author(s): Mark Philip Philipsen, Jacob V. Dueholm, A. M. Jorgensen, Sérgio Escalera, Thomas B. Moeslund
Software Mentions: 1
Published: almost 7 years ago

10.3390/biom11060870

Integrated Multi-Class Classification and Prediction of GPCR Allosteric Modulators by Machine Learning Intelligence
Cited by: 14
Author(s): Tianling Hou, Yuemin Bian, Terence F. McGuire, Xiang‐Qun Xie
Software Mentions: 1
Published: over 3 years ago

10.3390/biom10101385

Assigning the Origin of Microbial Natural Products by Chemical Space Map and Machine Learning
Cited by: 15
Author(s): Alice Capecchi, Jean‐Louis Reymond
Software Mentions: 1
Published: about 4 years ago

10.3390/s18020605

UAVs and Machine Learning Revolutionising Invasive Grass and Vegetation Surveys in Remote Arid Lands
Cited by: 46
Author(s): Juan Sandino, Felipé Gonzalez, Kerrie Mengersen, Kevin J. Gaston
Software Mentions: 1
Published: almost 7 years ago

10.3390/ani11051305

Random Forest Modelling of Milk Yield of Dairy Cows under Heat Stress Conditions
Cited by: 18
Author(s): Marco Bovo, Miki Agrusti, Stefano Benni, Daniele Torreggiani, Patrizia Tassinari
Software Mentions: 1
Published: over 3 years ago

10.3390/s18061752

Supervoxels-Based Histon as a New Alzheimer’s Disease Imaging Biomarker
Cited by: 14
Author(s): César A. Ortiz Toro, Consuelo Gonzalo-Martín, Ángel García‐Pedrero, Ernestina Menasalvas
Software Mentions: 1
Published: over 6 years ago

10.1371/journal.pcbi.1005286

Decoding Single Molecule Time Traces with Dynamic Disorder
Cited by: 2
Author(s): Wonseok Hwang, Il Buem Lee, Seok Cheol Hong, Changbong Hyeon
Software Mentions: 1
Published: almost 8 years ago

10.1186/s13040-021-00276-5

Development and validation of a novel blending machine learning model for hospital mortality prediction in ICU patients with Sepsis
Cited by: 11
Author(s): Zhixuan Zeng, Shuo Yao, Jianfei Zheng, Xun Gong
Software Mentions: 1
Published: over 3 years ago

10.3390/s18092894

Integrating Gaze Tracking and Head-Motion Prediction for Mobile Device Authentication: A Proof of Concept
Cited by: 13
Author(s): Zhuo Ma, Xinglong Wang, Ruijie Ma, Zhuzhu Wang, Jianfeng Ma
Software Mentions: 1
Published: about 6 years ago

10.3390/s18103198

Difficulties and Challenges of Anomaly Detection in Smart Cities: A Laboratory Analysis
Cited by: 18
Author(s): Víctor Garcia-Font, Carles Garrigues, Helena Rifà-Pous
Software Mentions: 1
Published: about 6 years ago

10.3390/s18103397

Multiple-Wearable-Sensor-Based Gait Classification and Analysis in Patients with Neurological Disorders
Cited by: 60
Author(s): Wei‐Chun Hsu, Tommy Sugiarto, Yi‐Ying Lin, Fu‐Chi Yang, Zheng-Yi Lin, Chi-Tien Sun, Chun-Lung Hsu, Kuan‐Nien Chou
Software Mentions: 1
Published: about 6 years ago

10.3390/s18103463

Nondestructive Inspection of Reinforced Concrete Utility Poles with ISOMAP and Random Forest
Cited by: 13
Author(s): Saeed Ullah, Minjoong Jeong, Woosang Lee
Software Mentions: 1
Published: about 6 years ago

10.3390/s18103533

Novelty Detection using Deep Normative Modeling for IMU-Based Abnormal Movement Monitoring in Parkinson’s Disease and Autism Spectrum Disorders
Cited by: 46
Author(s): Nastaran Mohammadian Rad, Twan van Laarhoven, Cesare Furlanello, Elena Marchiori
Software Mentions: 1
Published: about 6 years ago

10.3390/s18113612

On-Body Sensor Positions Hierarchical Classification
Cited by: 15
Author(s): Vu Ngoc Thanh Sang, Shiro Yano, Toshiyuki Kondo
Software Mentions: 1
Published: about 6 years ago

10.1371/journal.pcbi.1008207

A genotype imputation method for de-identified haplotype reference information by using recurrent neural network
Cited by: 9
Author(s): Kazuyuki Kojima, Shu Tadaka, Fumiki Katsuoka, Gen Tamiya, Masayuki Yamamoto, Kengo Kinoshita
Software Mentions: 1
Published: about 4 years ago

10.1371/journal.pcbi.1008100

Local field potentials in a pre-motor region predict learned vocal sequences
Cited by: 4
Author(s): Daril E. Brown, Jairo Ismahar Chavez, Derek Hung Nguyen, Adam Kadwory, Bradley Voytek, Ezequiel M. Arneodo, Timothy Q. Gentner, Vikash Gilja
Software Mentions: 1
Published: about 3 years ago

10.1186/s13040-021-00262-x

A maximum flow-based network approach for identification of stable noncoding biomarkers associated with the multigenic neurological condition, autism
Cited by: 0
Author(s): Maya Varma, Kelley Paskov, Brianna Chrisman, Min Sun, Jae-Yoon Jung, Nate Stockham, Peter Washington, Dennis P. Wall
Software Mentions: 1
Published: over 3 years ago

10.3390/s18124175

Towards an Architecture to Guarantee Both Data Privacy and Utility in the First Phases of Digital Clinical Trials
Cited by: 16
Author(s): Fabio Angeletti, Ioannis Chatzigiannakis, Andrea Vitaletti
Software Mentions: 1
Published: almost 6 years ago

10.3390/s18124425

Classification of Rice Heavy Metal Stress Levels Based on Phenological Characteristics Using Remote Sensing Time-Series Images and Data Mining Algorithms
Cited by: 4
Author(s): Tianjiao Liu, Xiangnan Liu, Meiling Liu, Ling Wu
Software Mentions: 1
Published: almost 6 years ago

10.1186/s12859-020-3512-z

Direct comparison shows that mRNA-based diagnostics incorporate information which cannot be learned directly from genomic mutations
Cited by: 2
Author(s): Hersh D. Ravkin, Ofer Givton, David Geffen, Eitan Rubin
Software Mentions: 1
Published: over 4 years ago

10.3390/ijms20194855

Prediction Model with High-Performance Constitutive Androstane Receptor (CAR) Using DeepSnap-Deep Learning Approach from the Tox21 10K Compound Library
Cited by: 21
Author(s): Yasunari Matsuzaka, Yoshihiro Uesawa
Software Mentions: 1
Published: about 5 years ago

10.1371/journal.pcbi.1008184

Machine learning assisted intraoperative assessment of brain tumor margins using HRMAS NMR spectroscopy
Cited by: 12
Author(s): Doruk Cakmakci, Emin Onur Karakaslar, Elisa Ruhland, Marie‐Pierre Chenard, F. Proust, Martial Piotto, Izzie Jacques Namer, A. Ercüment Çiçek
Software Mentions: 1
Published: about 4 years ago

10.3390/molecules26175272

Electronic Nose Differentiation between Quercus robur Acorns Infected by Pathogenic Oomycetes Phytophthora plurivora and Pythium intermedium
Cited by: 4
Author(s): Piotr Borowik, Ludwik Adamowicz, Rafał Tarakowski, Przemysław Wacławik, Tomasz Oszako, Sławomir Ślusarski, Miłosz Tkaczyk, Marcin Stocki
Software Mentions: 1
Published: about 3 years ago

10.1371/journal.pcbi.1004977

Machine Learning Meta-analysis of Large Metagenomic Datasets: Tools and Biological Insights
Cited by: 383
Author(s): Edoardo Pasolli, Duy Tin Truong, Faizan Malik, Levi Waldron, Nicola Segata
Software Mentions: 1
Published: over 8 years ago

10.1093/bioinformatics/btx806

DeepSynergy: predicting anti-cancer drug synergy with Deep Learning
Cited by: 293
Author(s): Kristina Preuer, Richard P. Lewis, Sepp Hochreiter, Andreas Bender, Krishna C. Bulusu, Günter Klambauer
Software Mentions: 1
Published: almost 7 years ago

10.3390/s19092023

A Mature-Tomato Detection Algorithm Using Machine Learning and Color Analysis
Cited by: 46
Author(s): Guoxu Liu, Shuyi Mao, Jae Ho Kim
Software Mentions: 1
Published: over 5 years ago

10.3390/s19092159

Modeling and Experimental Study for Online Measurement of Hydraulic Cylinder Micro Leakage Based on Convolutional Neural Network
Cited by: 11
Author(s): Yuan Guo, Zeng Yin-chuan, Liandong Fu, Xinyuan Chen
Software Mentions: 1
Published: over 5 years ago

10.1093/bioinformatics/btw010

Computational discovery of pathway-level genetic vulnerabilities in non-small-cell lung cancer
Cited by: 12
Author(s): Jonathan H. Young, Michael Peyton, Hyosil Kim, Elizabeth A. McMillan, John D. Minna, Michael A. White, Edward M. Marcotte
Software Mentions: 1
Published: almost 9 years ago

10.3390/s19112495

An Recognition–Verification Mechanism for Real-Time Chinese Sign Language Recognition Based on Multi-Information Fusion
Cited by: 13
Author(s): Fei Wang, Shusen Zhao, Xingqun Zhou, Chen Li, Mingyao Li, Zhen Zeng
Software Mentions: 1
Published: over 5 years ago

Projects: pypi: scikit-learn

Papers Mentioning scikit-learn 2,431