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

10.3390/s20174800

Unsupervised Monitoring Vegetation after the Closure of an Ore Processing Site with Multi-Temporal Optical Remote Sensing
Cited by: 10
Author(s): Sophie Fabre, Rollin Gimenez, Arnaud Elger, Thomas Rivière
Software Mentions: 1
Published: over 4 years ago

10.1371/journal.pone.0249318

Clustered embedding using deep learning to analyze urban mobility based on complex transportation data
Cited by: 1
Author(s): Sung Bae Cho, Jin Young Kim
Software Mentions: 1
Published: over 3 years ago

10.1371/journal.pone.0236092

Challenges of machine learning model validation using correlated behaviour data: Evaluation of cross-validation strategies and accuracy measures
Cited by: 26
Author(s): Bence Ferdinandy, László Gerencsér, Luca Corrieri, Paula Carballo Pérez, Dóra Újváry, Gábor Csizmadia, Ádám Miklósi
Software Mentions: 1
Published: over 4 years ago

10.3390/s20174915

Fast Detection of Olive Trees Affected by Xylella Fastidiosa from UAVs Using Multispectral Imaging
Cited by: 35
Author(s): Attilio Di Nisio, Francesco Adamo, G. Acciani, Filippo Attivissimo
Software Mentions: 1
Published: about 4 years ago

10.3390/s20174904

Facial Muscle Activity Recognition with Reconfigurable Differential Stethoscope-Microphones
Cited by: 4
Author(s): Hymalai Bello, Bo Zhou, Paul Lukowicz
Software Mentions: 1
Published: about 4 years ago

10.3390/s20174833

Using Machine Learning to Train a Wearable Device for Measuring Students’ Cognitive Load during Problem-Solving Activities Based on Electrodermal Activity, Body Temperature, and Heart Rate: Development of a Cognitive Load Tracker for Both Personal and Classroom Use
Cited by: 17
Author(s): William L. Romine, Noah L. Schroeder, Josephine Graft, Fan Yang, Reza Sadeghi, Mahdieh Zabihimayvan, Dipesh Kadariya, Tanvi Banerjee
Software Mentions: 1
Published: over 4 years ago

10.3390/s20185212

Deep-Net: A Lightweight CNN-Based Speech Emotion Recognition System Using Deep Frequency Features
Cited by: 82
Author(s): Anvarjon Tursunov, Mustaqeem, Soonil Kwon
Software Mentions: 1
Published: about 4 years ago

10.1371/journal.pone.0226272

Predicting the occurrence of surgical site infections using text mining and machine learning
Cited by: 14
Author(s): Daniel A. da Silva, Carla S. ten Caten, Rodrigo Pires dos Santos, Flávio Sanson Fogliatto, Juliana Hsuan
Software Mentions: 1
Published: almost 5 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

10.1371/journal.pone.0248737

Differential privacy fuzzy C-means clustering algorithm based on gaussian kernel function
Cited by: 4
Author(s): Yaling Zhang, Jie Han
Software Mentions: 1
Published: over 3 years ago

10.1371/journal.pone.0141922

Emotional Sentence Annotation Helps Predict Fiction Genre
Cited by: 11
Author(s): Spyridon Samothrakis, Maria Fasli
Software Mentions: 1
Published: about 9 years ago

10.1371/journal.pone.0255626

Machine learning prediction of dropping out of outpatients with alcohol use disorders
Cited by: 5
Author(s): So Jin Park, Sun Jung Lee, HyungMin Kim, Jae Kwon Kim, Ji Won Chun, Soo-Jung Lee, Hae Kook Lee, Daijin Kim, In Young Choi
Software Mentions: 1
Published: over 3 years ago

10.1371/journal.pone.0256648

Random forest-integrated analysis in AD and LATE brain transcriptome-wide data to identify disease-specific gene expression
Cited by: 6
Author(s): Xinxing Wu, Chong Peng, Peter T. Nelson, Qiang Cheng
Software Mentions: 1
Published: about 3 years ago

10.1080/20013078.2020.1792683

<i>In vivo</i> identification of apoptotic and extracellular vesicle‐bound live cells using image‐based deep learning
Cited by: 14
Author(s): Jan Kranich, Nikolaos-Kosmas Chlis, Lisa Rausch, Ashretha Latha, Martina Schifferer, Tilman Kurz, Agnieszka Foltyn-Arfa Kia, Mikael Simons, Fabian J. Theis, Thomas Brocker
Software Mentions: 1
Published: over 4 years ago

10.1371/journal.pone.0166866

Towards the Automatic Classification of Avian Flight Calls for Bioacoustic Monitoring
Cited by: 68
Author(s): Justin Salamon, Juan Pablo Bello, Andrew Farnsworth, Matt Robbins, Sara Keen, Holger Klinck, Steve Kelling
Software Mentions: 1
Published: about 8 years ago

10.1007/s11548-016-1376-5

Robust near real-time estimation of physiological parameters from megapixel multispectral images with inverse Monte Carlo and random forest regression
Cited by: 36
Author(s): Sebastian J. Wirkert, Hannes Kenngott, Benjamin F. B. Mayer, Patrick Mietkowski, Martin Wagner, Peter Sauer, Neil T. Clancy, Daniel S. Elson, Lena Maier-Hein
Software Mentions: 1
Published: over 8 years ago

10.1371/journal.pone.0251553

Artificial intelligence for classifying uncertain images by humans in determining choroidal vascular running pattern and comparisons with automated classification between artificial intelligence
Cited by: 1
Author(s): Shozo Sonoda, Hideki Shiihara, Hiroto Terasaki, Naoko Kakiuchi, Ryoh Funatsu, Masatoshi Tomita, Yuki Shinohara, Eisuke Uchino, Takuma Udagawa, Guangzhou An, Masahiro Akïba, Hideo Yokota, Taiji Sakamoto
Software Mentions: 1
Published: over 3 years ago

10.1093/gerona/glaa090

Probiotic Supplementation Improves Cognitive Function and Mood with Changes in Gut Microbiota in Community-Dwelling Older Adults: A Randomized, Double-Blind, Placebo-Controlled, Multicenter Trial
Cited by: 172
Author(s): Chong-Su Kim, Lina Cha, Min Sub Sim, Sungwoong Jung, Woo Young Chun, Hyun Wook Baik, Dong Mi Shin
Software Mentions: 1
Published: over 4 years ago

10.1186/s12942-018-0132-1

Residential scene classification for gridded population sampling in developing countries using deep convolutional neural networks on satellite imagery
Cited by: 21
Author(s): Robert Chew, Safaa Amer, Kasey Jones, Jennifer Unangst, James Cajka, Justine Allpress, Mark Bruhn
Software Mentions: 1
Published: over 6 years ago

10.7150/ijms.47193

Risk factors related to the severity of COVID-19 in Wuhan
Cited by: 25
Author(s): Zhao Chen, Yan Bai, Cencen Wang, Yanyan Zhong, Na Lü, Li Tian, Fucheng Cai, Runming Jin
Software Mentions: 1
Published: almost 4 years ago

10.1371/journal.pone.0217053

Automatic classification of focal liver lesions based on MRI and risk factors
Cited by: 39
Author(s): Mariëlle J. A. Jansen, Hugo J. Kuijf, Wouter B. Veldhuis, Frank J. Wessels, Max A. Viergever, Josien P. W. Pluim
Software Mentions: 1
Published: over 5 years ago

10.1155/2020/3743171

Classification of Alzheimer’s Disease and Mild Cognitive Impairment Based on Cortical and Subcortical Features from MRI T1 Brain Images Utilizing Four Different Types of Datasets
Cited by: 20
Author(s): Saidjalol Toshkhujaev, Kun Ho Lee, Kyu Yeong Choi, Jang Jae Lee, Goo‐Rak Kwon, Yubraj Gupta, Ramesh Kumar Lama
Software Mentions: 1
Published: about 4 years ago

10.1155/2020/8829451

Toward Measuring Target Perception: First-Order and Second-Order Deep Network Pipeline for Classification of Fixation-Related Potentials
Cited by: 0
Author(s): Hong Zeng, Junjie Shen, Wenming Zheng, Aiguo Song, Jia Liu
Software Mentions: 1
Published: about 4 years ago

10.1155/2021/6695108

A Systematic Approach for MRI Brain Tumor Localization and Segmentation Using Deep Learning and Active Contouring
Cited by: 36
Author(s): Shanaka Ramesh Gunasekara, H. N. T. K. Kaldera, Maheshi B. Dissanayake
Software Mentions: 1
Published: almost 4 years ago

10.1155/2021/9917919

A Comparative Analysis of Machine Learning Algorithms to Predict Alzheimer’s Disease
Cited by: 33
Author(s): Morshedul Bari Antor, Ashfaq Jamil, Maliha Mamtaz, Mohammad Monirujjaman Khan, Sultan Aljahdali, Manjit Kaur, Parminder Singh, Mehedi Masud
Software Mentions: 1
Published: over 3 years ago

10.1371/journal.pone.0114391

Systematic Classification of Disease Severity for Evaluation of Expanded Carrier Screening Panels
Cited by: 84
Author(s): Gabriel A. Lazarin, Felicia Hawthorne, Nicholas S. Collins, E Platt, E. Edward Evans, Imran S. Haque
Software Mentions: 1
Published: almost 10 years ago

10.3390/jimaging5030036

Identification of the Interface in a Binary Complex Plasma Using Machine Learning
Cited by: 7
Author(s): Hung-Lung Huang, Mierk Schwabe, C.-R. Du
Software Mentions: 1
Published: over 5 years ago

10.1371/journal.pone.0167370

A Machine Learning Approach for Using the Postmortem Skin Microbiome to Estimate the Postmortem Interval
Cited by: 84
Author(s): Hunter R. Johnson, Donovan Trinidad, Stephania Guzman, Zenab Khan, James V. Parziale, Jennifer M. DeBruyn, Nathan H. Lents
Software Mentions: 1
Published: almost 8 years ago

10.7554/eLife.63035

Canonical goal-selective representations are absent from prefrontal cortex in a spatial working memory task requiring behavioral flexibility
Cited by: 13
Author(s): Claudia Böhm, Albert K. Lee
Software Mentions: 1
Published: almost 4 years ago

10.3390/jimaging7070102

Exposing Manipulated Photos and Videos in Digital Forensics Analysis
Cited by: 8
Author(s): Sara Ferreira, Mário Antunes, Manuel E. Correia
Software Mentions: 1
Published: over 3 years ago

10.1071/wf19023

Machine learning to predict final fire size at the time of ignition
Cited by: 25
Author(s): Shane R. Coffield, Casey A. Graff, Chongming Yang, Padhraic Smyth, Efi Foufoula‐Georgiou, James T. Randerson
Software Mentions: 1
Published: almost 6 years ago

10.2196/16131

Descriptive Evaluation and Accuracy of a Mobile App to Assess Fall Risk in Seniors: Retrospective Case-Control Study
Cited by: 14
Author(s): Sophie Rabe, Arash Azhand, Wolfgang Pommer, Swantje Müller, Anika Steinert
Software Mentions: 1
Published: almost 5 years ago

10.2196/27975

Digital Biomarkers of Symptom Burden Self-Reported by Perioperative Patients Undergoing Pancreatic Surgery: Prospective Longitudinal Study
Cited by: 13
Author(s): Carissa A. Low, Meng Li, Julio Vega, Krina C. Durica, Denzil Ferreira, Vernissia Tam, Melissa E. Hogg, Herbert J. Zeh, Afsaneh Doryab, Anind K. Dey
Software Mentions: 1
Published: over 3 years ago

10.2196/cancer.9887

Analyzing Empowerment Processes Among Cancer Patients in an Online Community: A Text Mining Approach
Cited by: 17
Author(s): Suzan Verberne, Anika Batenburg, Remco Sanders, Mies van Eenbergen, Enny Das, Mattijs Lambooij
Software Mentions: 1
Published: over 5 years ago

10.2196/23364

Using Wearable Activity Trackers to Predict Type 2 Diabetes: Machine Learning–Based Cross-sectional Study of the UK Biobank Accelerometer Cohort
Cited by: 10
Author(s): Benjamin Lam, Michael Catt, Sophie Cassidy, Jaume Bacardit, Philip Darke, Sam Butterfield, Ossama S. Alshabrawy, Michael I. Trenell, Paolo Missier
Software Mentions: 1
Published: over 3 years ago

10.2196/14340

Automatic Detection of Hypoglycemic Events From the Electronic Health Record Notes of Diabetes Patients: Empirical Study
Cited by: 16
Author(s): Yongdong Jin, Fĕi Li, Varsha G Vimalananda, Hong Yu
Software Mentions: 1
Published: about 5 years ago

10.2196/26398

Current-Visit and Next-Visit Prediction for Fatty Liver Disease With a Large-Scale Dataset: Model Development and Performance Comparison
Cited by: 0
Author(s): Cheng-Tse Wu, Ta-Wei Chu, Jyh-Shing Roger Jang
Software Mentions: 1
Published: over 3 years ago

10.3390/nu13051723

Exploratory Data Analysis of Cell and Mitochondrial High-Fat, High-Sugar Toxicity on Human HepG2 Cells
Cited by: 6
Author(s): Ricardo Amorim, Inês C M Simões, Caroline Delgado Veloso, Adriana Lelis Carvalho, Rui F. Simões, Francisco B. Pereira, Theresa Thiel, Andrea Normann, Catarina M. Morais, Amália S. Jurado, Mariusz R. Wieckowski, José Teixeira, Paulo J. Oliveira
Software Mentions: 1
Published: over 3 years ago

10.2196/24754

Diagnostic Classification and Prognostic Prediction Using Common Genetic Variants in Autism Spectrum Disorder: Genotype-Based Deep Learning
Cited by: 20
Author(s): Haishuai Wang, Paul Avillach
Software Mentions: 1
Published: over 3 years ago

10.2196/14806

A Deep Learning Approach for Managing Medical Consumable Materials in Intensive Care Units via Convolutional Neural Networks: Technical Proof-of-Concept Study
Cited by: 7
Author(s): Arne Peine, Ahmed Hallawa, Oliver Schöffski, Guido Dartmann, Lejla Begic Fazlic, Anke Schmeink, Gernot Marx, Lukas Märtin
Software Mentions: 1
Published: about 5 years ago

10.1371/journal.pone.0211770

Visual cues that predict intuitive risk perception in the case of HIV
Cited by: 4
Author(s): Ralf Schmälzle, Freda–Marie Hartung, Alexander Barth, Martin A. Imhof, Alex Kenter, Britta Renner, Harald T. Schupp
Software Mentions: 1
Published: almost 6 years ago

10.2196/15980

Cohort Selection for Clinical Trials From Longitudinal Patient Records: Text Mining Approach
Cited by: 12
Author(s): Irena Spasić, Dominik Krzemiński, Padraig Corcoran, Alexander Balinsky
Software Mentions: 1
Published: about 5 years ago

10.2196/16129

Precision Health–Enabled Machine Learning to Identify Need for Wraparound Social Services Using Patient- and Population-Level Data Sets: Algorithm Development and Validation
Cited by: 11
Author(s): Suranga Nath Kasthurirathne, Shaun J. Grannis, Paul K. Halverson, Justin Morea, Nir Menachemi, Joshua R. Vest
Software Mentions: 1
Published: over 4 years ago

10.2196/22649

Detecting Miscoded Diabetes Diagnosis Codes in Electronic Health Records for Quality Improvement: Temporal Deep Learning Approach
Cited by: 4
Author(s): Sina Rashidian, Kayley Abell-Hart, Janos Hajagos, Richard A. Moffitt, Veena Lingam, Víctor García, Chao-Wei Tsai, Fusheng Wang, Xinyu Dong, Siao Sun, Jianyuan Deng, Rajarsi Gupta, Joshua D. Miller, Joel Saltz, Mary Saltz
Software Mentions: 1
Published: almost 4 years ago

10.2196/22661

Identification of Adverse Drug Event–Related Japanese Articles: Natural Language Processing Analysis
Cited by: 9
Author(s): Shogo Ujiie, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki
Software Mentions: 1
Published: about 4 years ago

10.1371/journal.pone.0216493

Large-area, high-resolution characterisation and classification of damage mechanisms in dual-phase steel using deep learning
Cited by: 42
Author(s): Carl F. Kusche, Tom Reclik, Martina Freund, Talal Al‐Samman, U. Kerzel, Sandra Korte‐Kerzel
Software Mentions: 1
Published: over 5 years ago

10.2196/15794

Identifying Opioid Use Disorder in the Emergency Department: Multi-System Electronic Health Record–Based Computable Phenotype Derivation and Validation Study
Cited by: 18
Author(s): David Chartash, Hyung Paek, James Dziura, Bill K. Ross, Daniel Nogee, Eric Boccio, Cory Hines, Aaron M. Schott, Molly Moore Jeffery, Mehul D. Patel, Timothy F. Platts‐Mills, Osama M. Ahmed, Cynthia Brandt, Katherine Couturier, Edward R. Melnick
Software Mentions: 1
Published: about 5 years ago

10.1371/journal.pone.0185458

Predictors of all-cause mortality among 514,866 participants from the Korean National Health Screening Cohort
Cited by: 14
Author(s): Cheol–Hee Ahn, Yunji Hwang, Sung Sup Park
Software Mentions: 1
Published: about 7 years ago

10.1371/journal.pone.0171207

Data-driven system to predict academic grades and dropout
Cited by: 73
Author(s): S Domínguez Rovira, Eloi Puertas, Laura Igual
Software Mentions: 1
Published: almost 8 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

10.2196/24572

Development and Validation of a Machine Learning Approach for Automated Severity Assessment of COVID-19 Based on Clinical and Imaging Data: Retrospective Study
Cited by: 33
Author(s): Juan C. Quiroz, You‐Zhen Feng, Zhong‐Yuan Cheng, Dana Rezazadegan, Ping-Kang Chen, Qi‐Ting Lin, Long Qian, Xiaofang Liu, Shlomo Berkovsky, Enrico Coiera, Lei Song, Xiaoming Qiu, Sidong Liu, Xiang‐Ran Cai
Software Mentions: 1
Published: almost 4 years ago

10.1371/journal.pone.0255748

Regional performance variation in external validation of four prediction models for severity of COVID-19 at hospital admission: An observational multi-centre cohort study
Cited by: 2
Author(s): Kristin Wickstrøm, Valeria Vitelli, Ewan Carr, Aleksander Rygh Holten, Rebecca Bendayan, Andrew H. Reiner, Daniel Bean, Thomas Searle, Anthony Shek, Željko Kraljević, James Teo, Richard Dobson, Kristian Tonby, Alvaro Köhn‐Luque, E Amundsen
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

10.1001/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

10.1109/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

10.2196/medinform.6373

Finding Important Terms for Patients in Their Electronic Health Records: A Learning-to-Rank Approach Using Expert Annotations
Cited by: 11
Author(s): Jinying Chen, Jiaping Zheng, Hong Yu
Software Mentions: 1
Published: almost 8 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.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

10.1001/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.2020.30939

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

10.1001/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.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

10.3389/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

10.1001/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

10.1093/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

10.1371/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

10.1172/jci.insight.93344

Endothelium-derived extracellular vesicles promote splenic monocyte mobilization in myocardial infarction
Cited by: 70
Author(s): Naveed Akbar, Janet E. Digby, Thomas J. Cahill, Aniket Tavare, Alastair Corbin, Sonia Saluja, Sam Dawkins, Laurienne Edgar, Nadiia Rawlings, Klemen Žiberna, Eileen McNeill, Errin Johnson, Alaa A. A. Aljabali, Rebecca Dragovic, Mala Rohling, T. Grant Belgard, Irina A. Udalova, David R. Greaves, Keith M. Channon, Paul R. Riley, Daniel C. Anthony, R P Choudhury
Software Mentions: 1
Published: about 7 years ago

10.1172/jci.insight.144779

Deep learning–based molecular morphometrics for kidney biopsies
Cited by: 25
Author(s): Marina Zimmermann, Martin Klaus, Milagros Wong, Ann-Katrin Thebille, Lukas Gernhold, Christoph Kuppe, Maurice Halder, Jennifer Kranz, Nicola Wanner, Fabian Braun, Sonia Wulf, Thorsten Wiech, Ulf Panzer, Christian Krebs, Elion Hoxha, Rafael Kramann, Tobias B. Huber, Stefan Bonn, Victor G. Puelles
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

10.1200/CCI.17.00065

Deep Learning–Based Survival Analysis Identified Associations Between Molecular Subtype and Optimal Adjuvant Treatment of Patients With Gastric Cancer
Cited by: 13
Author(s): Jeeyun Lee, Ji Yeong An, Min Gew Choi, Se Hoon Park, Seung Tae Kim, Jun Ho Lee, Tae Sung Sohn, Jae Moon Bae, Sung Hoon Kim, Hyuk Lee, Byung-Hoon Min, Jae J. Kim, Woo Kyoung Jeong, Dongil Choi, Kyoung‐Mee Kim, Won Ki Kang, Mi‐Jung Kim, Sung Wook Seo
Software Mentions: 1
Published: almost 6 years ago

10.1200/CCI.19.00136

Predicting Lung Cancer Survival Using Probabilistic Reclassification of TNM Editions With a Bayesian Network
Cited by: 3
Author(s): Melle Sieswerda, Iñigo Bermejo, Gijs Geleijnse, Mieke J. Aarts, Valery Lemmens, Dirk De Ruysscher, André Dekker, Xander Verbeek
Software Mentions: 1
Published: about 4 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

10.1155/2019/1537568

Tracing Geographical Origins of Teas Based on FT-NIR Spectroscopy: Introduction of Model Updating and Imbalanced Data Handling Approaches
Cited by: 16
Author(s): Xiaopeng Hong, Xian-Shu Fu, Zhengliang Wang, Li Zhang, Xiaoping Yu, Zihong Ye
Software Mentions: 1
Published: almost 6 years ago

10.2196/29986

Ambulatory Risk Models for the Long-Term Prevention of Sepsis: Retrospective Study
Cited by: 1
Author(s): Jewel Y Lee, Sevda Molani, Chen Fang, Kathleen Jade, D. Shane O’Mahony, Sergey A. Kornilov, Lindsay T Mico, Jennifer Hadlock
Software Mentions: 1
Published: over 3 years ago

10.7554/eLife.26023

Topological analysis of multicellular complexity in the plant hypocotyl
Cited by: 33
Author(s): Matthew D. B. Jackson, Hao Xu, Salva Duran-Nebreda, Petra Stamm, George W. Bassel
Software Mentions: 1
Published: over 7 years ago

10.1074/jbc.M117.810945

Single-subunit oligosaccharyltransferases of Trypanosoma brucei display different and predictable peptide acceptor specificities
Cited by: 13
Author(s): Anders Jinnelöv, Liaqat Ali, Michele Tinti, Maria Lucia S. Güther, Michael A. J. Ferguson
Software Mentions: 1
Published: almost 7 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

10.1117/1.JBO.24.7.071606

Machine learning approach for rapid and accurate estimation of optical properties using spatial frequency domain imaging
Cited by: 36
Author(s): Swapnesh Panigrahi, Sylvain Gioux
Software Mentions: 1
Published: almost 6 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

10.1186/s13326-020-00221-1

Neural side effect discovery from user credibility and experience-assessed online health discussions
Cited by: 1
Author(s): Van-Hoang Nguyen, Kazunari Sugiyama, Min-Yen Kan, Kishaloy Halder
Software Mentions: 1
Published: over 4 years ago

10.7150/jca.37006

A Panel of Urinary Long Non-coding RNAs Differentiate Bladder Cancer from Urocystitis
Cited by: 24
Author(s): Xiao Yu, Ruiwei Wang, Chenglin Han, Zilong Wang, Xunbo Jin
Software Mentions: 1
Published: almost 5 years ago

10.3389/fmicb.2018.00476

PVP-SVM: Sequence-Based Prediction of Phage Virion Proteins Using a Support Vector Machine
Cited by: 151
Author(s): Balachandran Manavalan, Tae Hwan Shin, Gwang Lee
Software Mentions: 1
Published: over 6 years ago

10.3390/jcdd8060065

Machine Learning for Predicting Mortality in Transcatheter Aortic Valve Implantation: An Inter-Center Cross Validation Study
Cited by: 3
Author(s): Marco Mamprin, Ricardo R. Lopes, Jo M. Zelis, Pim A.L. Tonino, Martijn S. van Mourik, Marije M. Vis, Svitlana Zinger, Bas A.J.M. de Mol, Peter H. N. de With
Software Mentions: 1
Published: over 3 years ago

10.1371/journal.pone.0255693

Prediction of HIV drug resistance based on the 3D protein structure: Proposal of molecular field mapping
Cited by: 4
Author(s): Ryosaku Ota, Kanako So, Masahiro Tsuda, Yuriko Higuchi, Fumiyoshi Yamashita
Software Mentions: 1
Published: over 3 years ago

10.1371/journal.pone.0145118

Classifiers for Ischemic Stroke Lesion Segmentation: A Comparison Study
Cited by: 127
Author(s): Oskar Maier, Christoph Schröder, Nils D. Forkert, Thomas Martinetz, Heinz Handels
Software Mentions: 1
Published: almost 9 years ago

10.3389/fmicb.2019.02582

Fourier-Transform Infrared (FTIR) Spectroscopy for Typing of Clinical Enterobacter cloacae Complex Isolates
Cited by: 45
Author(s): Sophia Vogt, Kim Löffler, Ariane Dinkelacker, Birgit Bader, Ingo B. Autenrieth, Silke Peter, Jan Liese
Software Mentions: 1
Published: about 5 years ago

10.1021/acs.jcim.1c00451

ChemBioSim: Enhancing Conformal Prediction of In Vivo Toxicity by Use of Predicted Bioactivities
Cited by: 12
Author(s): Marina Garcia de Lomana, Andrea Morger, Ulf Norinder, Roland Buesen, Robert Landsiedel, Andrea Volkamer, Johannes Kirchmair, Miriam Mathea
Software Mentions: 1
Published: over 3 years ago

10.1021/acs.jctc.0c00961

Per|Mut: Spatially Resolved Hydration Entropies from Atomistic Simulations
Cited by: 12
Author(s): Leonard P. Heinz, Helmut Grubmüller
Software Mentions: 1
Published: over 3 years ago

10.3389/fmicb.2020.623788

Rapid Microbial Quality Assessment of Chicken Liver Inoculated or Not With Salmonella Using FTIR Spectroscopy and Machine Learning
Cited by: 9
Author(s): Dimitra Dourou, Αθηνά Γρούντα, Anthoula A. Argyri, George Froutis, Panagiοtis Tsakanikas, Agapi I. Doulgeraki, Nikos Chorianopoulos, Chrysoula C. Tassou
Software Mentions: 1
Published: almost 4 years ago

10.2196/16042

Clinical Annotation Research Kit (CLARK): Computable Phenotyping Using Machine Learning
Cited by: 6
Author(s): Emily R. Pfaff, Miles Crosskey, Kenneth D. Morton, Ashok Krishnamurthy
Software Mentions: 1
Published: almost 5 years ago

10.2196/23930

Machine Learning Electronic Health Record Identification of Patients with Rheumatoid Arthritis: Algorithm Pipeline Development and Validation Study
Cited by: 20
Author(s): Tjardo Maarseveen, Timo Meinderink, Marcel J. T. Reinders, Johannes Knitza, Tom W J Huizinga, Arnd Kleyer, Dávid Simon, Erik B. van den Akker, Rachel Knevel
Software Mentions: 1
Published: almost 4 years ago

10.3389/fmed.2021.683431

Development and Validation of Predictors for the Survival of Patients With COVID-19 Based on Machine Learning
Cited by: 2
Author(s): Yongfeng Zhao, Qianjun Chen, Tao Liu, Ping Luo, Yi Zhou, Minghui Liu, Bei Xiong, Fuling Zhou
Software Mentions: 1
Published: about 3 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

10.1186/s13321-016-0124-8

GPURFSCREEN: a GPU based virtual screening tool using random forest classifier
Cited by: 18
Author(s): P. B. Jayaraj, Mathias K. Ajay, M. Nufail, G Gopakumar, U. C. Abdul Jaleel
Software Mentions: 1
Published: over 8 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

10.3389/fmed.2021.658665

Analysis of the Impact of Medical Features and Risk Prediction of Acute Kidney Injury for Critical Patients Using Temporal Electronic Health Record Data With Attention-Based Neural Network
Cited by: 3
Author(s): Zhimeng Chen, Ming Chen, Xu Sun, Xieli Guo, Qiuna Li, Yinqiong Huang, Yuren Zhang, Lianwei Wu, Yu Liu, Jinting Xu, Yuming Fang, Xiahong Lin
Software Mentions: 1
Published: over 3 years ago

10.3389/fmed.2019.00255

Open Practices and Resources for Collaborative Digital Pathology
Cited by: 10
Author(s): Raphaël Marée
Software Mentions: 1
Published: about 5 years ago

10.3389/fnint.2018.00054

The Varieties of the Psychedelic Experience: A Preliminary Study of the Association Between the Reported Subjective Effects and the Binding Affinity Profiles of Substituted Phenethylamines and Tryptamines
Cited by: 46
Author(s): Federico Zamberlán, Camila Sanz, Rocio Martínez Vivot, Carla Pallavicini, Fire Erowid, Earth Erowid, Enzo Tagliazucchi
Software Mentions: 1
Published: about 6 years ago

10.3389/fimmu.2019.02080

T-Cell Receptor Cognate Target Prediction Based on Paired α and β Chain Sequence and Structural CDR Loop Similarities
Cited by: 37
Author(s): Esteban Lanzarotti, Paolo Marcatili, Morten Nielsen
Software Mentions: 1
Published: over 5 years ago

10.3389/fimmu.2021.669357

Influence of HLA Class II Polymorphism on Predicted Cellular Immunity Against SARS-CoV-2 at the Population and Individual Level
Cited by: 6
Author(s): Hannah Charlotte Copley, Loren Gragert, Andrew R. Leach, Vasilis Kosmoliaptsis
Software Mentions: 1
Published: over 3 years ago

Projects: pypi: scikit-learn

Papers Mentioning scikit-learn 2,431