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

10.1038/s41598-020-75715-0

Unsupervised and supervised learning with neural network for human transcriptome analysis and cancer diagnosis
Cited by: 16
Author(s): Bo Yuan, Dong Yang, Barry Rothberg, Hao Chang, Tian Xu
Software Mentions: 1
Published: about 4 years ago

10.1038/s41598-020-75446-2

Genetic and non-genetic factors associated with the phenotype of exceptional longevity & normal cognition
Cited by: 11
Author(s): Bin Han, Huashuai Chen, Yao Yao, Xiaomin Liu, Chao Nie, Junxia Min, Yi Zeng, Michael W. Lutz
Software Mentions: 1
Published: about 4 years ago

10.1038/s41598-020-76369-8

Predicting antibody affinity changes upon mutations by combining multiple predictors
Cited by: 9
Author(s): Yoichi Kurumida, Yutaka Saitô, Tomoshi Kameda
Software Mentions: 1
Published: about 4 years ago

10.7554/eLife.50678

The sifting of visual information in the superior colliculus
Cited by: 67
Author(s): Kyu Hyun Lee, Alvita Tran, Zeynep Turan, Markus Meister
Software Mentions: 1
Published: over 4 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/s41598-020-77648-0

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

10.1038/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

10.1038/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

10.1038/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

10.1038/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

10.1186/s12859-020-03844-4

Prediction of enhancer–promoter interactions using the cross-cell type information and domain adversarial neural network
Cited by: 13
Author(s): Jing Fang, Shaowu Zhang, Shihua Zhang
Software Mentions: 1
Published: about 4 years ago

10.7554/eLife.04878

A dedicated visual pathway for prey detection in larval zebrafish
Cited by: 150
Author(s): Julie Lee Semmelhack, Joseph C. Donovan, Tod R. Thiele, Enrico Kuehn, Eva Laurell, Herwig Baier
Software Mentions: 1
Published: almost 10 years ago

10.1186/s12859-018-2414-9

Distinguishing crystallographic from biological interfaces in protein complexes: role of intermolecular contacts and energetics for classification
Cited by: 27
Author(s): Katarina Elez, Alexandre M. J. J. Bonvin, Anna Vangone
Software Mentions: 1
Published: about 6 years ago

10.1186/s12859-018-2267-2

DeepSort: deep convolutional networks for sorting haploid maize seeds
Cited by: 54
Author(s): Balaji Veeramani, John W. Raymond, Pritam Chanda
Software Mentions: 1
Published: over 6 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

10.1038/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

10.1038/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

10.1038/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

10.7554/eLife.67685

Cortical magnification in human visual cortex parallels task performance around the visual field
Cited by: 47
Author(s): Noah C. Benson, Eline R Kupers, Antoine Barbot, Marisa Carrasco, Jonathan Winawer
Software Mentions: 1
Published: over 3 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

10.1038/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

10.7554/eLife.60185

Design issues and solutions for stop-signal data from the Adolescent Brain Cognitive Development (ABCD) study
Cited by: 21
Author(s): Patrick G. Bissett, McKenzie P Hagen, Henry M Jones, Russell A. Poldrack
Software Mentions: 1
Published: over 3 years ago

10.1186/s12859-020-03660-w

A unified framework for packing deformable and non-deformable subcellular structures in crowded cryo-electron tomogram simulation
Cited by: 4
Author(s): Sinuo Liu, Xiaojuan Ban, Xiangrui Zeng, Fengnian Zhao, Yuan Gao, Wenjie Wu, Hong-Pan Zhang, Feiyang Chen, Thomas Hall, Xin Gao, Min Xu
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

10.1186/s12859-018-2466-x

Using natural language processing and machine learning to identify breast cancer local recurrence
Cited by: 49
Author(s): Zexian Zeng, Sasa Espino, Ankita Roy, Xiaoyü Li, Seema A. Khan, Susan E. Clare, Xia Jiang, Richard E. Neapolitan, Yuan Luo
Software Mentions: 1
Published: almost 6 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

10.1186/s12859-019-3236-0

RNA editing-based classification of diffuse gliomas: predicting isocitrate dehydrogenase mutation and chromosome 1p/19q codeletion
Cited by: 7
Author(s): Sean Chun-Chang Chen, Chung-Ming Lo, Shih Hua Wang, Emily Chia Yu Su
Software Mentions: 1
Published: almost 5 years ago

10.1038/s41598-021-91365-2

Accurate long-range forecasting of COVID-19 mortality in the USA
Cited by: 16
Author(s): Pouria Ramazi, Arezoo Haratian, Maryam Meghdadi, Arash Mari Oriyad, Mark A. Lewis, Zeinab Maleki, Roberto Vega, Hao Wang, David S. Wishart, Russell Greiner
Software Mentions: 1
Published: over 3 years ago

10.1038/s41598-021-93771-y

Feature importance correlation from machine learning indicates functional relationships between proteins and similar compound binding characteristics
Cited by: 13
Author(s): Raquel Rodríguez-Pérez, Jürgen Bajorath
Software Mentions: 1
Published: over 3 years ago

10.1038/s41598-021-93852-y

Characterize traction–separation relation and interfacial imperfections by data-driven machine learning models
Cited by: 11
Author(s): Sanjida Ferdousi, Qiyi Chen, Mehrzad Soltani, Jiadeng Zhu, Pengfei Cao, Wonbong Choi, Rigoberto C. Advíncula, Yijie Jiang
Software Mentions: 1
Published: over 3 years ago

10.1186/s12859-020-03850-6

Investigating the relevance of major signaling pathways in cancer survival using a biologically meaningful deep learning model
Cited by: 13
Author(s): Jiarui Feng, Heming Zhang, Fuhai Li
Software Mentions: 1
Published: almost 4 years ago

10.1038/s41598-021-94940-9

Prediction of treatment outcome in burning mouth syndrome patients using machine learning based on clinical data
Cited by: 0
Author(s): Moon-Jong Kim, Pil-Jong Kim, Hong-Gee Kim, Hong‐Seop Kho
Software Mentions: 1
Published: over 3 years ago

10.3390/s20185447

The Impact Analysis of Land Features to JL1-3B Nighttime Light Data at Parcel Level: Illustrated by the Case of Changchun, China
Cited by: 7
Author(s): Fengyan Wang, Kai Zhou, Mingchang Wang, Qing Wang
Software Mentions: 1
Published: about 4 years ago

10.1186/s12859-019-2958-3

VIST - a Variant-Information Search Tool for precision oncology
Cited by: 7
Author(s): Jurica Ševa, David Luis Wiegandt, Julian Götze, Mario Lamping, Damian Rieke, Reinhold Schäfer, Patrick Jähnichen, Madeleine Kittner, Steffen Pallarz, Johannes Starlinger, Ulrich Keilholz, Ulf Leser
Software Mentions: 1
Published: over 5 years ago

10.3390/s20216019

Analysis of Machine Learning Techniques Applied to Sensory Detection of Vehicles in Intelligent Crosswalks
Cited by: 6
Author(s): José Manuel Lozano Domínguez, Faroq Al-Tam, Tomás de Jesús Mateo Sanguino, N. Correia
Software Mentions: 1
Published: about 4 years ago

10.3390/s20216190

Development of a Mobile Device for Odor Identification and Optimization of Its Measurement Protocol Based on the Free-Hand Measurement
Cited by: 4
Author(s): Gaku Imamura, Genki Yoshikawa
Software Mentions: 1
Published: about 4 years ago

10.7554/eLife.40675

A whole lifespan mouse multi-tissue DNA methylation clock
Cited by: 123
Author(s): Margarita Meer, Dmitriy I. Podolskiy, Alexander Tyshkovskiy, Vadim N. Gladyshev
Software Mentions: 1
Published: about 6 years ago

10.3390/s20226558

Estimating Surgical Blood Loss Volume Using Continuously Monitored Vital Signs
Cited by: 8
Author(s): Yang Chen, Chengcheng Hong, Michael R. Pinsky, Ting Ma, Gilles Clermont
Software Mentions: 1
Published: about 4 years ago

10.3390/s20226629

Face Memorization Using AIM Model for Mobile Robot and Its Application to Name Calling Function
Cited by: 0
Author(s): Masahiko Mikawa, Haolin Chen, Makoto Fujisawa
Software Mentions: 1
Published: about 4 years ago

10.3390/s20247063

Semantic Segmentation of Intralobular and Extralobular Tissue from Liver Scaffold H&E Images
Cited by: 6
Author(s): Miroslav Jiřík, Ivan Gruber, Vladimíra Moulisová, Claudia Schindler, Lenka Červenková, Richard Pálek, Jáchym Rosendorf, Janine Arlt, Lukáš Bolek, J Dejmek, Uta Dahmen, Miloš Železný, Václav Liška
Software Mentions: 1
Published: almost 4 years ago

10.3390/s21010208

Paperboard Coating Detection Based on Full-Stokes Imaging Polarimetry
Cited by: 1
Author(s): Javier Brugés Martelo, Jan Lundgren, Mattias Andersson
Software Mentions: 1
Published: almost 4 years ago

10.3390/s21020336

Online Color Classification System of Solid Wood Flooring Based on Characteristic Features
Cited by: 18
Author(s): Zilong Zhuang, Ying Liu, Fenglong Ding, Zhengguang Wang
Software Mentions: 1
Published: almost 4 years ago

10.3390/s21020340

A Promising Wearable Solution for the Practical and Accurate Monitoring of Low Back Loading in Manual Material Handling
Cited by: 22
Author(s): Emily Matijevich, Péter Völgyesi, Karl E. Zelik
Software Mentions: 1
Published: almost 4 years ago

10.3390/s21020388

An Odor Labeling Convolutional Encoder–Decoder for Odor Sensing in Machine Olfaction
Cited by: 7
Author(s): Tengteng Wen, Zhuofeng Mo, Jingshan Li, Qi Liu, Liming Wu, Dehan Luo
Software Mentions: 1
Published: almost 4 years ago

10.3390/s21020370

A Predictive Multimodal Framework to Alert Caregivers of Problem Behaviors for Children with ASD (PreMAC)
Cited by: 9
Author(s): Zhaobo Zheng, John E. Staubitz, Amy Weitlauf, Johanna L. Staubitz, Marney S. Pollack, Lauren Shibley, Michelle Hopton, William H. Martin, Amy Swanson, Pablo Juárez, Zachary Warren, Nilanjan Sarkar
Software Mentions: 1
Published: almost 4 years ago

10.1080/19768354.2020.1860125

Risk prediction and marker selection in nonsynonymous single nucleotide polymorphisms using whole genome sequencing data
Cited by: 1
Author(s): Young-Sup Lee, Kyeong-Hye Won, Donghyun Shin, Jae-Don Oh
Software Mentions: 1
Published: about 4 years ago

10.3390/s21030832

FPGA Implementation for Odor Identification with Depthwise Separable Convolutional Neural Network
Cited by: 16
Author(s): Zhuofeng Mo, Dehan Luo, Tengteng Wen, Yu Cheng, Xin Li
Software Mentions: 1
Published: almost 4 years ago

10.3390/s21030952

Estimating Sleep Stages Using a Head Acceleration Sensor
Cited by: 5
Author(s): Motoki Yoshihi, Shima Okada, Tianyi Wang, Toshihiro Kitajima, Masaaki Makikawa
Software Mentions: 1
Published: almost 4 years ago

10.3390/s21041046

Classification with a Deferral Option and Low-Trust Filtering for Automated Seizure Detection
Cited by: 10
Author(s): Thijs Becker, Kaat Vandecasteele, Christos Chatzichristos, Wim Van Paesschen, Dirk Valkenborg, Sabine Van Huffel, Maarten De Vos
Software Mentions: 1
Published: almost 4 years ago

10.3390/s21041088

Identification of Multi-Class Drugs Based on Near Infrared Spectroscopy and Bidirectional Generative Adversarial Networks
Cited by: 8
Author(s): Anbing Zheng, Huihua Yang, Xin Pan, Yin Liang, Yan-Chun Feng
Software Mentions: 1
Published: almost 4 years ago

10.1186/s12859-020-3531-9

CRISPRpred(SEQ): a sequence-based method for sgRNA on target activity prediction using traditional machine learning
Cited by: 21
Author(s): Ali Haisam Muhammad Rafid, Md. Toufikuzzaman, M. Sohel Rahman
Software Mentions: 1
Published: over 4 years ago

10.3390/s21041276

New Position Candidate Identification via Clustering toward an Extensible On-Body Smartphone Localization System
Cited by: 1
Author(s): Midori Saito, Kaori Fujinami
Software Mentions: 1
Published: almost 4 years ago

10.3390/s21041326

Application of a Low-Cost Electronic Nose for Differentiation between Pathogenic Oomycetes Pythium intermedium and Phytophthora plurivora
Cited by: 16
Author(s): Piotr Borowik, Ludwik Adamowicz, Rafał Tarakowski, Przemysław Wacławik, Tomasz Oszako, Sławomir Ślusarski, Miłosz Tkaczyk
Software Mentions: 1
Published: almost 4 years ago

10.3390/s21041339

Robustifying the Deployment of tinyML Models for Autonomous Mini-Vehicles
Cited by: 20
Author(s): Miguel de Prado, Manuele Rusci, Alessandro Capotondi, Romain Donze, Luca Benini, Nuria Pazos
Software Mentions: 1
Published: almost 4 years ago

10.7554/eLife.53151

Network dynamics underlying OFF responses in the auditory cortex
Cited by: 14
Author(s): Giulio Bondanelli, Thomas Deneux, Brice Bathellier, Srdjan Ostojic
Software Mentions: 1
Published: over 3 years ago

10.3390/s21051740

Mobility Prediction Using a Weighted Markov Model Based on Mobile User Classification
Cited by: 34
Author(s): Ming Yan, Shuijing Li, Chien Aun Chan, Yinghua Shen, Ying Yu
Software Mentions: 1
Published: over 3 years ago

10.3390/s21061957

Identifying Fall Risk Predictors by Monitoring Daily Activities at Home Using a Depth Sensor Coupled to Machine Learning Algorithms
Cited by: 12
Author(s): Amandine Dubois, Titus Bihl, Jean‐Pierre Bresciani
Software Mentions: 1
Published: over 3 years ago

10.3390/s21061994

Distinguishing Planting Structures of Different Complexity from UAV Multispectral Images
Cited by: 10
Author(s): Qi Ma, Wenting Han, Shenjin Huang, Sining Dong, Guang Li, Haipeng Chen
Software Mentions: 1
Published: over 3 years ago

10.3390/s21072298

Prediction of Fruity Aroma Intensity and Defect Presence in Virgin Olive Oil Using an Electronic Nose
Cited by: 17
Author(s): Pablo Cano Marchal, Chiara Sanmartin, S. Satorres Martínez, Juan Gómez Ortega, Fabio Mencarelli, Javier Gámez García
Software Mentions: 1
Published: over 3 years ago

10.3390/s21072293

Hyperspectral Classification of Blood-Like Substances Using Machine Learning Methods Combined with Genetic Algorithms in Transductive and Inductive Scenarios
Cited by: 3
Author(s): F.M. Palka, Wojciech Książek, Paweł Pławiak, Michał Romaszewski, Kamil Książek
Software Mentions: 1
Published: over 3 years ago

10.3390/s21082647

High-Accuracy Guide Star Catalogue Generation with a Machine Learning Classification Algorithm
Cited by: 4
Author(s): Jianming Zhang, Junxiang Lian, Zhaoxiang Yi, Shuwang Yang, Ying Shan
Software Mentions: 1
Published: over 3 years ago

10.1007/s00216-021-03179-w

Spatially aware clustering of ion images in mass spectrometry imaging data using deep learning
Cited by: 16
Author(s): Wanqiu Zhang, Marc Claesen, Thomas Moerman, M. Reid Groseclose, Etienne Waelkens, Bart De Moor, Nico Verbeeck
Software Mentions: 1
Published: over 3 years ago

10.3390/s21082849

Evolutionary Algorithm for Improving Decision Tree with Global Discretization in Manufacturing
Cited by: 7
Author(s): Sungbum Jun
Software Mentions: 1
Published: over 3 years ago

10.3390/s21092979

Additive Ensemble Neural Network with Constrained Weighted Quantile Loss for Probabilistic Electric-Load Forecasting
Cited by: 12
Author(s): Manuel López-Martín, Antonio Sánchez-Esguevillas, Luís Hernández-Callejo, Juan Ignacio Arribas, Belén Carro
Software Mentions: 1
Published: over 3 years ago

10.3390/s21093012

A Survey of Spoofer Detection Techniques via Radio Frequency Fingerprinting with Focus on the GNSS Pre-Correlation Sampled Data
Cited by: 7
Author(s): Wenbo Wang, Inmaculada Sánchez, Gianluca Caparra, Andy McKeown, T. Whitworth, Elena Simona Lohan
Software Mentions: 1
Published: over 3 years ago

10.3390/s21103338

Developing Relative Humidity and Temperature Corrections for Low-Cost Sensors Using Machine Learning
Cited by: 12
Author(s): Ivan Vajs, Dejan Drajić, Nenad Gligorić, Ilija Radovanović, Ivan Popović
Software Mentions: 1
Published: over 3 years ago

10.1186/s13195-020-00715-1

Combination of snapshot hyperspectral retinal imaging and optical coherence tomography to identify Alzheimer’s disease patients
Cited by: 21
Author(s): Sophie Lemmens, Toon Van Craenendonck, Jan Van Eijgen, Lies De Groef, Rose Bruffaerts, Danilo Andrade De Jesus, Wouter Charle, Murali Jayapala, Gordana Sunaric-Mégevand, Arnout Standaert, Jan Theunis, Karel Van Keer, Mathieu Vandenbulcke, Lieve Moons, Rik Vandenberghe, Patrick De Boever, Ingeborg Stalmans
Software Mentions: 1
Published: about 4 years ago

10.3390/s21124212

A Framework for Continuous Authentication Based on Touch Dynamics Biometrics for Mobile Banking Applications
Cited by: 8
Author(s): Priscila Morais Argôlo Bonfim Estrela, Robson de Oliveira Albuquerque, Dino Macedo Amaral, William Ferreira Giozza, Rafael Timóteo de Sousa Júnior
Software Mentions: 1
Published: over 3 years ago

10.3390/s21124205

A Spatio-Temporal Ensemble Deep Learning Architecture for Real-Time Defect Detection during Laser Welding on Low Power Embedded Computing Boards
Cited by: 25
Author(s): Christian Knaak, Jakob von Eßen, Moritz Kröger, Frederic Schulze, Peter Abels, Arnold Gillner
Software Mentions: 1
Published: over 3 years ago

10.3390/s21134605

Received Signal Strength Fingerprinting-Based Indoor Location Estimation Employing Machine Learning
Cited by: 24
Author(s): Ladislav Polák, Stanislav Rozum, Martin Slanina, Tomáš Bravenec, Tomáš Fryza, Aggelos Pikrakis
Software Mentions: 1
Published: over 3 years ago

10.1186/s12859-017-1817-3

Segmentation and classification of two-channel C. elegans nucleus-labeled fluorescence images
Cited by: 7
Author(s): Mengdi Zhao, Jie An, Haiwen Li, Jiazhi Zhang, Shang-Tong Li, Xuemei Li, Meng‐Qiu Dong, Heng Mao, Louis Tao
Software Mentions: 1
Published: about 7 years ago

10.1186/s13195-021-00826-3

Artificial intelligence-based computational framework for drug-target prioritization and inference of novel repositionable drugs for Alzheimer’s disease
Cited by: 23
Author(s): Shingo Tsuji, Takeshi Hase, Ayako Yachie‐Kinoshita, Taiko Nishino, Samik Ghosh, Masataka Kikuchi, Kuniyasu Shimokawa, Hiroyuki Aburatani, Hiroaki Kitano, Hiroshi Tanaka
Software Mentions: 1
Published: over 3 years ago

10.3390/s21134328

Crop Classification Based on Red Edge Features Analysis of GF-6 WFV Data
Cited by: 21
Author(s): Yupeng Kang, Qingyan Meng, Miao Liu, Youfeng Zou, Xuemiao Wang
Software Mentions: 1
Published: over 3 years ago

10.7554/eLife.68980

Decoding the brain state-dependent relationship between pupil dynamics and resting state fMRI signal fluctuation
Cited by: 9
Author(s): Filip Sobczak, Patricia Pais‐Roldán, Kengo Takahashi, Xin Yu
Software Mentions: 1
Published: about 3 years ago

10.7554/eLife.62514

Molecular mechanism for direct actin force-sensing by α-catenin
Cited by: 54
Author(s): Lin Mei, Santiago Espinosa de los Reyes, Matthew J. Reynolds, Rachel Leicher, Shixin Liu, Gregory M. Alushin
Software Mentions: 1
Published: about 4 years ago

10.3390/s21144716

Application of Machine Learning for Fenceline Monitoring of Odor Classes and Concentrations at a Wastewater Treatment Plant
Cited by: 12
Author(s): Federico Cangialosi, Edoardo Bruno, Gabriella De Santis
Software Mentions: 1
Published: over 3 years ago

10.3390/s21144929

Crack Detection in Images of Masonry Using CNNs
Cited by: 12
Author(s): Mitchell J. Hallee, Rebecca Napolitano, Wesley F. Reinhart, Branko Glišić
Software Mentions: 1
Published: over 3 years ago

Projects: pypi: scikit-learn

Papers Mentioning scikit-learn 2,431