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

10.1080/14756366.2020.1838499

HT-SuMD: making molecular dynamics simulations suitable for fragment-based screening. A comparative study with NMR
Cited by: 9
Author(s): Francesca Ferrari, Maicol Bissaro, Simone Fabbian, Jessica de Almeida Roger, Stefano Mammi, Stefano Moro, Massimo Bellanda, Mattia Sturlese
Software Mentions: 2
Published: about 4 years ago

10.1371/journal.ppat.1009759

Altered microRNA expression in COVID-19 patients enables identification of SARS-CoV-2 infection
Cited by: 98
Author(s): Ryan J. Farr, Christina L. Rootes, Louise C. Rowntree, Thi H. O. Nguyen, Luca Hensen, Łukasz Kędzierski, Allen Cheng, Katherine Kedzierska, Gough G. Au, Glenn A. Marsh, Seshadri S. Vasan, Chwan Hong Foo, Christopher Cowled, Cameron R. Stewart
Software Mentions: 2
Published: over 3 years ago

10.1073/pnas.2008176117

Genomic determinants of pathogenicity in SARS-CoV-2 and other human coronaviruses
Cited by: 184
Author(s): Ayal B. Gussow, Noam Auslander, Guilhem Faure, Yuri I. Wolf, Feng Zhang, Eugene V. Koonin
Software Mentions: 2
Published: over 4 years ago

10.1038/s41598-020-57900-3

Single-cell dispensing and ‘real-time’ cell classification using convolutional neural networks for higher efficiency in single-cell cloning
Cited by: 18
Author(s): Julian Riba, Jonas Schoendube, Stefan Zimmermann, Peter Koltay, Roland Zengerle
Software Mentions: 2
Published: almost 5 years ago

10.1038/s41598-020-58467-9

Deep Learning Models for Histopathological Classification of Gastric and Colonic Epithelial Tumours
Cited by: 236
Author(s): Osamu Iizuka, Fahdi Kanavati, Kei Kato, Michael Rambeau, Koji Arihiro, Masayuki Tsuneki
Software Mentions: 2
Published: almost 5 years ago

10.1038/s41598-020-58804-y

Identification of gene signature for treatment response to guide precision oncology in clear-cell renal cell carcinoma
Cited by: 15
Author(s): Ninadh Malrina D’Costa, Davide P. Cinà, Raunak Shrestha, Robert H. Bell, Yen-Yi Lin, Hossein Asghari, César Monjarás‐Ávila, Christian Kollmannsberger, Faraz Hach, Claudia Chávez-Muñoz, Alan So
Software Mentions: 2
Published: almost 5 years ago

10.1038/s41598-020-59553-8

Essential oils against bacterial isolates from cystic fibrosis patients by means of antimicrobial and unsupervised machine learning approaches
Cited by: 28
Author(s): Rino Ragno, Rosanna Papa, Alexandros Patsilinakos, Gianluca Vrenna, Stefania Garzoli, Vanessa Tuccio Guarna Assanti, E. Fiscarelli, Laura Selan, Marco Artini
Software Mentions: 2
Published: almost 5 years ago

10.1038/s41598-020-60740-w

Classification models for Invasive Ductal Carcinoma Progression, based on gene expression data-trained supervised machine learning
Cited by: 18
Author(s): Shikha Roy, Rakesh Kumar, Vaibhav Mittal, Dinesh Gupta
Software Mentions: 2
Published: over 4 years ago

10.1038/s41598-020-68853-y

Cortical network responses map onto data-driven features that capture visual semantics of movie fragments
Cited by: 6
Author(s): Julia Berezutskaya, Zachary V. Freudenburg, Luca Ambrogioni, Umut Güçlü, Marcel A. J. van Gerven, N.F. Ramsey
Software Mentions: 2
Published: over 4 years ago

10.1038/s41598-020-68858-7

Inferring disease subtypes from clusters in explanation space
Cited by: 16
Author(s): Marc-André Schulz, Matt Chapman-Rounds, Manisha Verma, Danilo Bzdok, Konstantinos Georgatzis
Software Mentions: 2
Published: over 4 years ago

10.1038/s41598-020-69848-5

Deep learning on the 2-dimensional Ising model to extract the crossover region with a variational autoencoder
Cited by: 16
Author(s): Nicholas Walker, Ka-Ming Tam, Mark Jarrell
Software Mentions: 2
Published: over 4 years ago

10.1038/s41598-020-69927-7

Sibling validation of polygenic risk scores and complex trait prediction
Cited by: 21
Author(s): Louis Lello, Timothy G. Raben, Stephen Hsu
Software Mentions: 2
Published: over 4 years ago

10.1038/s41598-020-76129-8

Identification of early liver toxicity gene biomarkers using comparative supervised machine learning
Cited by: 11
Author(s): Brandi Patrice Smith, Loretta Auvil, Michael Welge, Colleen Bushell, Rohit Bhargava, Navin Elango, Kamin J. Johnson, Zeynep Madak-Erdoğan
Software Mentions: 2
Published: about 4 years ago

10.1038/s41598-020-76928-z

Machine learning predicts live-birth occurrence before in-vitro fertilization treatment
Cited by: 25
Author(s): Ashish Goyal, Maheshwar Kuchana, Kameswari Prasada Rao Ayyagari
Software Mentions: 2
Published: almost 4 years ago

10.1038/s41598-020-79217-x

Sleep classification from wrist-worn accelerometer data using random forests
Cited by: 40
Author(s): Kalaivani Sundararajan, Sonja Georgievska, Bart H W Te Lindert, Philip Gehrman, Jennifer Ramautar, Diego R. Mazzotti, Séverine Sabia, Michael N. Weedon, Eus J.W. Van Someren, Lars Ridder, Jian Wang, Vincent T. van Hees
Software Mentions: 2
Published: almost 4 years ago

10.1038/s41598-021-82612-7

Explainable drug sensitivity prediction through cancer pathway enrichment
Cited by: 16
Author(s): Yi-Ching Tang, Assaf Gottlieb
Software Mentions: 2
Published: almost 4 years ago

10.1038/s41598-021-83424-5

Assisting scalable diagnosis automatically via CT images in the combat against COVID-19
Cited by: 21
Author(s): Bohan Liu, Pan Liu, Lutao Dai, Yanlin Yang, Peng Xie, Yiqing Tan, Jicheng Du, Wei Shan, Chenghui Zhao, Qin Zhong, Xixiang Lin, Xizhou Guan, Ning Xing, Yuhui Sun, Wenjun Wang, Zhibing Zhang, Xinping Fu, Yanqing Fan, Meifang Li, Na Zhang, Lin Li, Yaou Liu, Lin Xu, Juan Du, Zhenhua Zhao, Xuelong Hu, Weipeng Fan, Rongpin Wang, Chongchong Wu, Yongkang Nie, Liuquan Cheng, Lin Ma, Zongren Li, Jia Qian, Minchao Liu, Huayuan Guo, Gao Huang, Haipeng Shen, Liang Zhang, Peifang Zhang, Gang Guo, Hao Li, Weimin An, Zhou Jian-xin, Kunlun He
Software Mentions: 2
Published: almost 4 years ago

10.1038/s41598-021-84504-2

Machine learning-based prediction model using clinico-pathologic factors for papillary thyroid carcinoma recurrence
Cited by: 13
Author(s): Young Min Park, Byung‐Joo Lee
Software Mentions: 2
Published: over 3 years ago

10.1038/s41598-021-87455-w

Motor and sensory features successfully decode autism spectrum disorder and combine with the original RDoC framework to boost diagnostic classification
Cited by: 12
Author(s): Laura Harrison, Anastasiya Kats, Emily Kilroy, Christiana Butera, Aditya Jayashankar, Ümit Keleş, Lisa Aziz‐Zadeh
Software Mentions: 2
Published: over 3 years ago

10.1038/s41598-021-87748-0

A deep learning model to detect pancreatic ductal adenocarcinoma on endoscopic ultrasound-guided fine-needle biopsy
Cited by: 30
Author(s): Yoshiki Naito, Masayuki Tsuneki, Noriyoshi Fukushima, Yutaka Koga, Michiyo Higashi, Kenji Notohara, Shinichi Aishima, Nobuyuki Ohike, Takuma Tajiri, Hiroshi Yamaguchi, Yuki Fukumura, Masaru Kojima, Kenichi Hirabayashi, Yusuke Hamada, Tomoko Norose, Keita Kai, Yuko Omori, Aoi Sukeda, Hirotsugu Noguchi, Kaori Uchino, Junya Itakura, Yoshinobu Okabe, Yuichi Yamada, Jun Akiba, Fahdi Kanavati, Yoshinao Oda, Toru Furukawa, Hirohisa Yano
Software Mentions: 2
Published: over 3 years ago

10.1038/s41598-021-92475-7

Predicting lethal courses in critically ill COVID-19 patients using a machine learning model trained on patients with non-COVID-19 viral pneumonia
Cited by: 10
Author(s): Gregor Lichtner, Felix Balzer, Stefan Haufe, Niklas Giesa, Fridtjof Schiefenhövel, Malte L Schmieding, Carlo Jurth, Wolfgang Kopp, Altuna Akalin, Stefan Schaller, Steffen Weber‐Carstens, Claudia Spies, Falk von Dincklage
Software Mentions: 2
Published: over 3 years ago

10.1038/s41598-021-93070-6

Random forest classification for predicting lifespan-extending chemical compounds
Cited by: 14
Author(s): Sofia Kapsiani, Brendan J. Howlin
Software Mentions: 2
Published: over 3 years ago

10.1038/s41598-021-93608-8

Deep learning identifies antigenic determinants of severe SARS-CoV-2 infection within T-cell repertoires
Cited by: 8
Author(s): John-William Sidhom, Alexander S. Baras
Software Mentions: 2
Published: over 3 years ago

10.1038/s41598-021-95987-4

Predicting pediatric anxiety from the temporal pole using neural responses to emotional faces
Cited by: 3
Author(s): Jeffrey Sawalha, Muhammad Yousefnezhad, Alessandro Selvitella, Bo Cao, Andrew J. Greenshaw, Russell Greiner
Software Mentions: 2
Published: over 3 years ago

10.1038/s41598-021-96507-0

Machine learning assisted prediction of the Young’s modulus of compositionally complex alloys
Cited by: 29
Author(s): Hrishabh Khakurel, M. F. N. Taufique, Abhinaba Roy, Ganesh Balasubramanian, Gaoyuan Ouyang, Jun Cui, Duane D. Johnson, Ram Devanathan
Software Mentions: 2
Published: over 3 years ago

10.1038/s41598-021-96628-6

Novel metabolomic profile of subjects with non-classic apparent mineralocorticoid excess
Cited by: 7
Author(s): Alejandra Tapia-Castillo, Cristián A. Carvajal, Xaviera A. López-Cortés, Andrea Vecchiola, Carlos E. Fardella
Software Mentions: 2
Published: over 3 years ago

10.1038/s41598-021-97605-9

Mean heart dose-based normal tissue complication probability model for pericardial effusion: a study in oesophageal cancer patients
Cited by: 1
Author(s): Junichi Fukada, Kyohei Fukata, Naoyoshi Koike, R. Kota, Naoyuki Shigematsu
Software Mentions: 2
Published: about 3 years ago

10.1038/s41598-021-97965-2

Biomolecular simulation based machine learning models accurately predict sites of tolerability to the unnatural amino acid acridonylalanine
Cited by: 4
Author(s): Sam Giannakoulias, Sumant R. Shringari, John J. Ferrie, E. James Petersson
Software Mentions: 2
Published: about 3 years ago

10.1038/s41598-021-98277-1

A novel lncRNA–protein interaction prediction method based on deep forest with cascade forest structure
Cited by: 13
Author(s): Xiongfei Tian, Lei Shen, Zhenwu Wang, Liqian Zhou, Lihong Peng
Software Mentions: 2
Published: about 3 years ago

10.1038/s41598-021-97865-5

Prediction of blood supply in vestibular schwannomas using radiomics machine learning classifiers
Cited by: 8
Author(s): Dixiang Song, Yixuan Zhai, Tao Xue, Chao Zhao, Minkai Wang, Xinting Wei
Software Mentions: 2
Published: about 3 years ago

10.1080/14686996.2020.1791676

Materials informatics approach to understand aluminum alloys
Cited by: 11
Author(s): Ryo Tamura, Makoto Watanabe, Hiroaki Mamiya, Kota Washio, Masao Yano, Katsunori Danno, Akira Kato, Tetsuya Shoji
Software Mentions: 2
Published: almost 5 years ago

10.1007/978-3-030-59833-4_4

Semantic Annotation, Representation and Linking of Survey Data
Cited by: 0
Author(s): Felix Bensmann, Andrea Papenmeier, Dagmar Kern, Benjamin Zapilko, Stefan Dietze
Software Mentions: 2
Published: almost 5 years ago

10.3390/s16081311

Mining IP to Domain Name Interactions to Detect DNS Flood Attacks on Recursive DNS Servers
Cited by: 11
Author(s): Roberto Alonso, Raúl Monroy, Luis A. Trejo
Software Mentions: 2
Published: over 8 years ago

10.3390/s16091510

Using Crowdsourced Trajectories for Automated OSM Data Entry Approach
Cited by: 19
Author(s): Anahid Basiri, Pouria Amirian, Peter Mooney
Software Mentions: 2
Published: about 8 years ago

10.3390/s17112557

Super-Resolution of Plant Disease Images for the Acceleration of Image-based Phenotyping and Vigor Diagnosis in Agriculture
Cited by: 76
Author(s): Kyosuke Yamamoto, Takashi Togami, Norio Yamaguchi
Software Mentions: 2
Published: about 7 years ago

10.3390/s18010014

Automating the Timed Up and Go Test Using a Depth Camera
Cited by: 16
Author(s): Amandine Dubois, Titus Bihl, Jean‐Pierre Bresciani
Software Mentions: 2
Published: almost 7 years ago

10.3390/s18020623

Personalized Physical Activity Coaching: A Machine Learning Approach
Cited by: 48
Author(s): Talko Dijkhuis, Frank Blaauw, Miriam W. van Ittersum, Hugo Velthuijsen, Marco Aiello
Software Mentions: 2
Published: almost 7 years ago

10.3390/s18041055

Divide and Conquer-Based 1D CNN Human Activity Recognition Using Test Data Sharpening
Cited by: 106
Author(s): Heeryon Cho, Sang Min Yoon
Software Mentions: 2
Published: over 6 years ago

10.3390/s18092833

Artificial-Intelligence-Based Prediction of Clinical Events among Hemodialysis Patients Using Non-Contact Sensor Data
Cited by: 21
Author(s): Saurabh Thakur, Shabbir Syed-Abdul, Hsin–Hui Chiu, Ram Babu Roy, Po Yu Huang, Shwetambara Malwade, Aldilas Achmad Nursetyo, Yu-Chuan Li
Software Mentions: 2
Published: about 6 years ago

10.3390/s18113933

Protection of Superconducting Industrial Machinery Using RNN-Based Anomaly Detection for Implementation in Smart Sensor
Cited by: 11
Author(s): Maciej Wielgosz, Andrzej Skoczeń, Ernesto De Matteis
Software Mentions: 2
Published: about 6 years ago

10.3390/s19071598

Modern Virtual Fencing Application: Monitoring and Controlling Behavior of Goats Using GPS Collars and Warning Signals
Cited by: 13
Author(s): Azamjon Muminov, Daeyoung Na, Cheolwon Lee, Hyun Kyu Kang, Heung Seok Jeon
Software Mentions: 2
Published: over 5 years ago

10.3390/s19092145

Real-Time Drink Trigger Detection in Free-living Conditions Using Inertial Sensors
Cited by: 16
Author(s): Diana Gomes, Inês Sousa
Software Mentions: 2
Published: over 5 years ago

10.3390/s19092027

Tire–Pavement Contact-Aware Weight Estimation for Multi-Sensor WIM Systems
Cited by: 13
Author(s): Zhixin Jia, Kaiya Fu, Mengxiang Lin
Software Mentions: 2
Published: over 5 years ago

10.3390/s19112612

Can Tourist Attractions Boost Other Activities Around? A Data Analysis through Social Networks
Cited by: 8
Author(s): Alexander Bustamante, Laura Sebastiá, Eva Onaindía
Software Mentions: 2
Published: over 5 years ago

10.3390/s19122781

Real-Time Smart-Digital Stethoscope System for Heart Diseases Monitoring
Cited by: 90
Author(s): Muhammad E. H. Chowdhury, Amith Khandakar, Khawla Alzoubi, Samar Mansoor, Anas Tahir, Mamun Bin Ibne Reaz, Nasser Al‐Emadi
Software Mentions: 2
Published: over 5 years ago

10.3390/s19122803

Eating and Drinking Recognition in Free-Living Conditions for Triggering Smart Reminders
Cited by: 11
Author(s): Diana Gomes, João Mendes‐Moreira, Inês Sousa, Joana Silva
Software Mentions: 2
Published: over 5 years ago

10.3390/s19183903

Dimensionality Reduction and Subspace Clustering in Mixed Reality for Condition Monitoring of High-Dimensional Production Data
Cited by: 5
Author(s): Burkhard Hoppenstedt, Manfred Reichert, Klaus Kammerer, Thomas Probst, Winfried Schlee, Myra Spiliopoulou, Rüdiger Pryss
Software Mentions: 2
Published: about 5 years ago

10.3390/s19183904

Estimation of Arsenic Content in Soil Based on Laboratory and Field Reflectance Spectroscopy
Cited by: 25
Author(s): Lifei Wei, Yuan Zhang, Ming Quan Yu, Can Huang, Liqin Cao
Software Mentions: 2
Published: about 5 years ago

10.3390/s19194135

A Modular System for Detection, Tracking and Analysis of Human Faces in Thermal Infrared Recordings
Cited by: 15
Author(s): Marcin Kopaczka, Lukas Breuer, Justus Schock, Dorit Merhof
Software Mentions: 2
Published: about 5 years ago

10.3390/s19194348

Machine Learning for LTE Energy Detection Performance Improvement
Cited by: 12
Author(s): Małgorzata Wasilewska, Hanna Bogucka
Software Mentions: 2
Published: about 5 years ago

10.3390/s19204411

Animal Movement Prediction Based on Predictive Recurrent Neural Network
Cited by: 14
Author(s): Jehyeok Rew, Sung Woo Park, Yongjang Cho, Su-Young Jung, Eenjun Hwang
Software Mentions: 2
Published: about 5 years ago

10.3390/s20010296

Towards Mixed-Initiative Human–Robot Interaction: Assessment of Discriminative Physiological and Behavioral Features for Performance Prediction
Cited by: 18
Author(s): Caroline Ponzoni Carvalho Chanel, Raphaëlle N. Roy, Frédéric Dehais, Nicolas Drougard
Software Mentions: 2
Published: almost 5 years ago

10.3390/s20010147

A Machine Learning-Based Method for Automated Blockchain Transaction Signing Including Personalized Anomaly Detection
Cited by: 32
Author(s): Blaž Podgorelec, Muhamed Turkanović, Sašo Karakatič
Software Mentions: 2
Published: almost 5 years ago

10.3390/s20061627

Evaluation of the Visual Stimuli on Personal Thermal Comfort Perception in Real and Virtual Environments Using Machine Learning Approaches
Cited by: 16
Author(s): Francesco Salamone, Alice Bellazzi, Lorenzo Belussi, Gianfranco Damato, Ludovico Danza, Federico Dell’Aquila, Matteo Ghellere, Valentino Megale, Italo Meroni, Walter Vitaletti
Software Mentions: 2
Published: over 4 years ago

10.3390/s20071932

Collaborative Multi-Expert Active Learning for Mobile Health Monitoring: Architecture, Algorithms, and Evaluation
Cited by: 4
Author(s): Ramyar Saeedi, Keyvan Sasani, Assefaw H. Gebremedhin
Software Mentions: 2
Published: over 4 years ago

10.3390/s20092638

Machine Learning on Mainstream Microcontrollers
Cited by: 49
Author(s): Fouad Sakr, Francesco Bellotti, Riccardo Berta, Alessandro De Gloria
Software Mentions: 2
Published: over 4 years ago

10.3390/s20113129

Comparison Analysis of Machine Learning Techniques for Photovoltaic Prediction Using Weather Sensor Data
Cited by: 20
Author(s): Berny Carrera, Kwanho Kim
Software Mentions: 2
Published: over 4 years ago

10.3390/s20113033

Gentle Versus Strong Touch Classification: Preliminary Results, Challenges, and Potentials
Cited by: 3
Author(s): Soheil Keshmiri, Masahiro Shiomi, Hidenobu Sumioka, Takashi Minato, Hiroshi Ishiguro
Software Mentions: 2
Published: over 4 years ago

10.3390/s20164512

A Random Forest-Based Accuracy Prediction Model for Augmented Biofeedback in a Precision Shooting Training System
Cited by: 0
Author(s): Junqi Guo, Yang Lan, Anton Umek, Rongfang Bie, Sašo Tomažič, Anton Kos
Software Mentions: 2
Published: over 4 years ago

10.1038/s41396-020-0650-2

High functional diversity among Nitrospira populations that dominate rotating biological contactor microbial communities in a municipal wastewater treatment plant
Cited by: 77
Author(s): Emilie Spasov, Jackson M. Tsuji, Laura Hug, Andrew C. Doxey, Laura A. Sauder, Wayne Parker, Josh D. Neufeld
Software Mentions: 2
Published: over 4 years ago

10.1038/s41396-021-00926-w

Genomic network analysis of environmental and livestock F-type plasmid populations
Cited by: 19
Author(s): William Matlock, Kevin Chau, Manal AbuOun, Emma Stubberfield, Leanne Barker, James Kavanagh, Hayleah Pickford, Daniel Gilson, Richard P. Smith, Hyun S. Gweon, Sarah Hoosdally, Jeremy Swann, Robert Sebra, Mark Bailey, Peto Tea., Derrick W. Crook, Muna F. Anjum, Daniel S. Read, A Sarah Walker, Nicole Stoesser, Liam Shaw, Howard Brett, Mike Bowes, Nicola De Maio, Nicholas Duggett, Duncan Wilson, Alasdair T. M. Hubbard, Hannah Jones, Anna E. Sheppard, Neil Woodford
Software Mentions: 2
Published: over 3 years ago

10.1007/s10895-020-02635-7

A Novel Dual Antibody Staining Assay to Measure Estrogen Receptor Transcriptional Activity
Cited by: 1
Author(s): Freek van Hemert, Christa Dam-de Veen, Sil Konings, John van der Ven, Anja van de Stolpe
Software Mentions: 2
Published: about 4 years ago

10.1155/2019/4253641

Automated Breast Cancer Diagnosis Based on Machine Learning Algorithms
Cited by: 104
Author(s): Habib Dhahri, Eslam Al Maghayreh, Awais Mahmood, Wail S. Elkilani, Mohammed Faisal
Software Mentions: 2
Published: about 5 years ago

10.3390/jimaging7020024

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

10.2196/19679

Analysis of Health Insurance Big Data for Early Detection of Disabilities: Algorithm Development and Validation
Cited by: 3
Author(s): Seung-Hyun Jeong, Tae Rim Lee, Jung Bae Kang, Mun-Taek Choi
Software Mentions: 2
Published: about 4 years ago

10.2196/15992

Deep Learning Neural Networks to Predict Serious Complications After Bariatric Surgery: Analysis of Scandinavian Obesity Surgery Registry Data
Cited by: 16
Author(s): Yang Cao, Scott Montgomery, Johan Ottosson, Erik Näslund, Erik Stenberg
Software Mentions: 2
Published: over 4 years ago

10.2196/25165

Gender Prediction for a Multiethnic Population via Deep Learning Across Different Retinal Fundus Photograph Fields: Retrospective Cross-sectional Study
Cited by: 10
Author(s): Bjorn Kaijun Betzler, Henrik Hee Seung Yang, Sahil Thakur, Marco Yu, Ten Cheer Quek, Zhi Da Soh, Geunyoung Lee, Yih‐Chung Tham, Tien‐Yin Wong, Tyler Hyungtaek Rim, Ching‐Yu Cheng
Software Mentions: 2
Published: over 3 years ago

10.2196/18186

Artificial Intelligence–Based Multimodal Risk Assessment Model for Surgical Site Infection (AMRAMS): Development and Validation Study
Cited by: 16
Author(s): Weijia Chen, Zhijun Lu, You Li-jue, Lingling Zhou, Jianpeng Xu, Ken Chen
Software Mentions: 2
Published: over 4 years ago

10.2196/28272

Document Retrieval for Precision Medicine Using a Deep Learning Ensemble Method
Cited by: 3
Author(s): Zhiqiang Liu, Jingkun Feng, Zhihao Yang, Lei Wang
Software Mentions: 2
Published: over 3 years ago

10.2196/publichealth.8950

Accurate Influenza Monitoring and Forecasting Using Novel Internet Data Streams: A Case Study in the Boston Metropolis
Cited by: 83
Author(s): Fred Lu, Suqin Hou, Kristin Baltrusaitis, Manan Shah, Jure Leskovec, Rok Sosič, Joseph E. Hawkins, John S. Brownstein, Giuseppe Conidi, Julia Gunn, Josh Gray, Anna Zink, Mauricio Santillana
Software Mentions: 2
Published: almost 7 years ago

10.3390/ijerph16152666

Comparisons among Machine Learning Models for the Prediction of Hypercholestrolemia Associated with Exposure to Lead, Mercury, and Cadmium
Cited by: 7
Author(s): Hyejin Park, Kisok Kim
Software Mentions: 2
Published: over 5 years ago

10.3390/ijerph17051498

Characterization of Esophageal Cancer and Its Association with Influencing Factors in Guangzhou City, China
Cited by: 4
Author(s): Cheng Cui, Dong Hua, Hongyan Ren, Guozhen Lin, Lu Zhao
Software Mentions: 2
Published: over 4 years ago

10.3390/ijerph17113763

An Integrated Approach for Spatio-Temporal Cholera Disease Hotspot Relation Mining for Public Health Management in Punjab, Pakistan
Cited by: 7
Author(s): Fatima Khalique, Shoab Ahmed Khan, Wasi Haider Butt, Irum Matloob
Software Mentions: 2
Published: over 4 years ago

10.3390/ijerph17145115

Forecasting Covid-19 Dynamics in Brazil: A Data Driven Approach
Cited by: 48
Author(s): Igor Gadelha Pereira, Joris Guérin, Andouglas Gonçalves Silva Júnior, Gabriel S. Garcia, Prisco Piscitelli, Alessandro Miani, Cosimo Distante, Luiz Marcos Garcia Gonçalves
Software Mentions: 2
Published: over 4 years ago

10.3390/ijerph17249471

Roadside Air Quality Forecasting in Shanghai with a Novel Sequence-to-Sequence Model
Cited by: 6
Author(s): Dongsheng Wang, Hongwei Wang, Chao Li, Kang Lu, Zhong-Ren Peng, Juanhao Zhao, Qingyan Fu, Jianwen Pan
Software Mentions: 2
Published: almost 4 years ago

10.3390/ijerph18105332

Risk Prediction of Barrett’s Esophagus in a Taiwanese Health Examination Center Based on Regression Models
Cited by: 1
Author(s): Po-Hsiang Lin, Jer‐Guang Hsieh, Hsien‐Chung Yu, Jyh-Horng Jeng, Chiao-Lin Hsu, Chien‐Hua Chen, Pin-Chieh Wu
Software Mentions: 2
Published: over 3 years ago

10.3390/ijerph18168265

Effect of the COVID-19 Lockdown on Air Pollution in the Ostrava Region
Cited by: 4
Author(s): Jan Bitta, Vladislav Svozilík, Aneta Svozilíková Krakovská
Software Mentions: 2
Published: over 3 years ago

10.2196/25415

Assessing Electrocardiogram and Respiratory Signal Quality of a Wearable Device (SensEcho): Semisupervised Machine Learning-Based Validation Study
Cited by: 8
Author(s): Haoran Xu, Wei Yan, Ke Lan, Chenbin Ma, Di Wu, Anshuo Wu, Zhicheng Yang, Jiachen Wang, Yaning Zang, Muyang Yan, Zhengbo Zhang
Software Mentions: 2
Published: over 3 years ago

10.1093/infdis/jiy427

Genome-Wide Sequence Analysis of Kaposi Sarcoma-Associated Herpesvirus Shows Diversification Driven by Recombination
Cited by: 26
Author(s): Neneh Sallah, Anne L. Palser, Simon J. Watson, Nazzarena Labò, Gershim Asiki, Vickie Marshall, Robert Newton, Paul Kellam, Inês Barroso
Software Mentions: 2
Published: over 6 years ago

10.7554/eLife.26066

Quantitative 3D-imaging for cell biology and ecology of environmental microbial eukaryotes
Cited by: 38
Author(s): Sébastien Colin, Luís Pedro Coelho, Shinichi Sunagawa, Chris Bowler, Eric Karsenti, Peer Bork, Rainer Pepperkok, Colomban de Vargas
Software Mentions: 2
Published: about 7 years ago

10.7554/eLife.43803

Identifying gene expression programs of cell-type identity and cellular activity with single-cell RNA-Seq
Cited by: 212
Author(s): Dylan Kotliar, Adrian Veres, Martina Nagy, Shervin Tabrizi, Eran Hodis, Douglas A. Melton, Pardis C. Sabeti
Software Mentions: 2
Published: over 5 years ago

10.7554/eLife.67403

Information content differentiates enhancers from silencers in mouse photoreceptors
Cited by: 10
Author(s): Ryan Z. Friedman, David M Granas, Connie A. Myers, Joseph C. Corbo, Barak A. Cohen, Michael A. White
Software Mentions: 2
Published: about 3 years ago

10.7554/eLife.53148

Quantitative properties of a feedback circuit predict frequency-dependent pattern separation
Cited by: 18
Author(s): Oliver Braganza, Daniel Mueller-Komorowska, T. Kelly, Hanno Beck
Software Mentions: 2
Published: almost 5 years ago

10.7554/eLife.31097

Prediction of enzymatic pathways by integrative pathway mapping
Cited by: 26
Author(s): Sara Calhoun, Magdalena Korczynska, D. Wichelecki, Brian San Francisco, Suwen Zhao, Dmitry A. Rodionov, M.W. Vetting, Nawar Al-Obaidi, Henry J. Lin, Matthew J. O’Meara, David A. Scott, John H. Morris, Daniel Russel, Steven C. Almo, Andrei L. Osterman, J.A. Gerlt, Matthew P. Jacobson, Brian K. Shoichet, Andrej Šali
Software Mentions: 2
Published: almost 7 years ago

10.7554/eLife.53385

NeuroQuery, comprehensive meta-analysis of human brain mapping
Cited by: 91
Author(s): Jérôme Dockès, Russell A. Poldrack, Romain Primet, Hande Gözükan, Tal Yarkoni, Fabian M. Suchanek, Bertrand Thirion, Gaël Varoquaux
Software Mentions: 2
Published: over 4 years ago

10.3389/fphar.2020.606668

Improvement of Prediction Performance With Conjoint Molecular Fingerprint in Deep Learning
Cited by: 27
Author(s): Liangxu Xie, Lei Xu, Ren Kong, Shan Chang, Xiaojun Xu
Software Mentions: 2
Published: almost 4 years ago

10.3390/cancers13112766

Automated Detection and Classification of Oral Lesions Using Deep Learning to Detect Oral Potentially Malignant Disorders
Cited by: 38
Author(s): Gizem Tanriver, Merva Soluk Tekkeşın, Onur Ergen
Software Mentions: 2
Published: over 3 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

10.2196/15547

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

10.3389/fpls.2020.577063

Investigation on Data Fusion of Multisource Spectral Data for Rice Leaf Diseases Identification Using Machine Learning Methods
Cited by: 34
Author(s): Feng Liu, Bangyu Wu, Susu Zhu, Junmin Wang, Zhen-Zhu Su, Fei Liu, Yong He
Software Mentions: 2
Published: about 4 years ago

10.3389/fpls.2021.604510

Combining Multi-Dimensional Convolutional Neural Network (CNN) With Visualization Method for Detection of Aphis gossypii Glover Infection in Cotton Leaves Using Hyperspectral Imaging
Cited by: 32
Author(s): Tianying Yan, Wei Xu, Lin Jiao, Long Duan, Pan Gao, Chu Zhang, Xin Lv
Software Mentions: 2
Published: almost 4 years ago

10.3389/fped.2021.689190

Long-Term Mechanical Ventilation in Neonates: A 10-Year Overview and Predictive Model
Cited by: 1
Author(s): Michaël Sauthier, Nicolas Sauthier, Krystale Bergeron Gallant, Gregory A. Lodygensky, Atsushı Kawaguchi, Guillaume Émériaud, Philippe Jouvet
Software Mentions: 2
Published: over 3 years ago

10.3389/fpls.2020.01275

Volumetric Segmentation of Cell Cycle Markers in Confocal Images Using Machine Learning and Deep Learning
Cited by: 3
Author(s): Faraz Ahmad Khan, Ute Voß, Michael P. Pound, A. P. French
Software Mentions: 2
Published: about 4 years ago

10.3389/fpls.2020.00701

BRIDGE – A Visual Analytics Web Tool for Barley Genebank Genomics
Cited by: 27
Author(s): Patrick König, Sebastian Beier, Martín Basterrechea, Danuta Schüler, Daniel Arend, Martin Mascher, Nils Stein, Uwe Scholz, Matthias Lange
Software Mentions: 2
Published: over 4 years ago

10.1371/journal.pone.0181152

Cerebral 18F-FDG PET in macrophagic myofasciitis: An individual SVM-based approach
Cited by: 6
Author(s): Paul Blanc-Durand, Axel Van Der Gucht, Éric Guedj, Mukedaisi Abulizi, Mehdi Aoun-Sebaïti, Lionel Lerman, Antoine Verger, François‐Jérôme Authier, Emmanuel Itti
Software Mentions: 2
Published: over 7 years ago

10.1098/rsos.190824

Automated detection of lameness in sheep using machine learning approaches: novel insights into behavioural differences among lame and non-lame sheep
Cited by: 25
Author(s): Jasmeet Kaler, Jürgen Mitsch, Jorge A. Vázquez-Diosdado, Nicola Bollard, Tania Dottorini, Keith A. Ellis
Software Mentions: 2
Published: almost 5 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

10.1098/rsos.210392

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

10.2196/21559

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

10.1016/j.celrep.2021.109566

Synchronization patterns reveal neuronal coding of working memory content
Cited by: 11
Author(s): Fahimeh Mamashli, Sheraz Khan, Matti S. Hämäläinen, Mainak Jas, Tommi Raij, Steven M. Stufflebeam, Aapo Nummenmaa, Jyrki Ahveninen
Software Mentions: 2
Published: over 3 years ago

Projects: pypi: scikit-learn

Papers Mentioning scikit-learn 2,431