Hierarchical Classification | List of Frontiers open access articles

Original Research

Published on 31 May 2022

Integrating Angular Backscatter Response Analysis Derivatives Into a Hierarchical Classification for Habitat Mapping

in Acoustic Remote Sensing

Peter Porskamp
Mary Young
Alex Rattray
Craig J. Brown
Rozaimi Che Hasan
Daniel Ierodiaconou

Frontiers in Remote Sensing

doi 10.3389/frsen.2022.903133

4,401 views
8 citations

Original Research

Published on 09 Mar 2023

Hierarchical strategy for sEMG classification of the hand/wrist gestures and forces of transradial amputees

Francesca Leone
Federico Mereu
Cosimo Gentile
Francesca Cordella
Emanuele Gruppioni
Loredana Zollo

Frontiers in Neurorobotics

doi 10.3389/fnbot.2023.1092006

5,659 views
11 citations

Original Research

Published on 20 Mar 2024

Abnormal line loss identification and category classification of distribution networks based on semi-supervised learning and hierarchical classification

in Smart Grids

Wei Li
Wen Zhao
Junmin Li
Jie Li
Yankai Zhao

Frontiers in Energy Research

doi 10.3389/fenrg.2024.1378722

2,086 views
1 citation

Original Research

Published on 18 Mar 2024

An integrated hierarchical classification and machine learning approach for mapping land use and land cover in complex social-ecological systems

in Image Analysis and Classification

Gordon O. Ojwang
Joseph O. Ogutu
Mohammed Y. Said
Merceline A. Ojwala
Shem C. Kifugo
Francesca Verones
Bente J. Graae
Robert Buitenwerf
Han Olff

Frontiers in Remote Sensing

doi 10.3389/frsen.2023.1188635

11,576 views
9 citations

Original Research

Published on 18 Oct 2023

Bayesian workflow for the investigation of hierarchical classification models from tau-PET and structural MRI data across the Alzheimer’s disease spectrum

in Alzheimer's Disease and Related Dementias

Clyde J. Belasso
Zhengchen Cai
Gleb Bezgin
Tharick Pascoal
Jenna Stevenson
Nesrine Rahmouni
Cécile Tissot
Firoza Lussier
Pedro Rosa-Neto
Jean-Paul Soucy

Frontiers in Aging Neuroscience

doi 10.3389/fnagi.2023.1225816

3,636 views
6 citations

Original Research

Published on 31 May 2022

A Magnetic Resonance-Relaxometry-Based Technique to Identify Blood Products in Brain Parenchyma: An Experimental Study on a Rabbit Model

in Veterinary Imaging

Francesca Del Signore
Massimo Vignoli
Leonardo Della Salda
Roberto Tamburro
Andrea Paolini
Ilaria Cerasoli
Matteo Chincarini
Emanuela Rossi
Nicola Ferri
Mariarita Romanucci

Frontiers in Veterinary Science

doi 10.3389/fvets.2022.802272

2,791 views

Original Research

Published on 07 Apr 2022

A Survey of Robotic Systems for Nursing Care

in Biomedical Robotics

Celia Nieto Agraz
Max Pfingsthorn
Pascal Gliesche
Marco Eichelberg
Andreas Hein

Frontiers in Robotics and AI

doi 10.3389/frobt.2022.832248

26,881 views
44 citations

Original Research

Published on 03 Mar 2023

An AI-enabled research support tool for the classification system of COVID-19

in Digital Public Health

Arti Tiwari
Kamanasish Bhattacharjee
Millie Pant
Shilpa Srivastava
Vaclav Snasel

Frontiers in Public Health

doi 10.3389/fpubh.2023.1124998

3,311 views

Methods

Published on 25 Feb 2026

BugNet: a rapid and scalable pipeline for automated insect monitoring using hierarchical data

in Conservation and Restoration Ecology

Ari Grele
Lora A. Richards

Frontiers in Ecology and Evolution

doi 10.3389/fevo.2026.1750931

351 views

Brief Research Report

Published on 29 Aug 2022

FGF-mediated establishment of left-right asymmetry requires Rab7 function in the dorsal mesoderm in Xenopus

in Morphogenesis and Patterning

Jennifer Kreis
Celine Marie Camuto
Carolin Charlotte Elsner
Sebastian Vogel
Philipp Vick

Frontiers in Cell and Developmental Biology

doi 10.3389/fcell.2022.981762

2,830 views
3 citations

Original Research

Published on 15 Jul 2022

Fine Analysis of Lymphocyte Subpopulations in SARS-CoV-2 Infected Patients: Differential Profiling of Patients With Severe Outcome

in Viral Immunology

Giovanna Clavarino
Corentin Leroy
Olivier Epaulard
Tatiana Raskovalova
Antoine Vilotitch
Martine Pernollet
Chantal Dumestre-Pérard
Federica Defendi
Marion Le Maréchal
Audrey Le Gouellec

Frontiers in Immunology

doi 10.3389/fimmu.2022.889813

4,073 views
5 citations

Original Research

Published on 16 Jul 2025

ModFus-PD: synergizing cross-modal attention and contrastive learning for enhanced multimodal diagnosis of Parkinson’s disease

Xiangze Teng
Xiang Li
Benzheng Wei

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2025.1604399

2,752 views
2 citations

Original Research

Published on 29 Aug 2025

Sub-meter resolution wetland map of Hainan with detailed types from multi-source satellite imagery

in Coastal Ocean Processes

Xiaohai Zhang
Jiahui Liu
Sheng Liu
Jiaju Yu
Kang Deng
Weiping Ding
Zeheng Chen
Fangyi Li

Frontiers in Marine Science

doi 10.3389/fmars.2025.1653430

1,915 views

Original Research

Published on 08 Dec 2025

Development of the South Pacific Vulnerable Marine Ecosystem bioregionalisation

in Biogeography and Macroecology

Matthew Bennion
Ashley A. Rowden
Bradley R. Moore
Owen F. Anderson
Jordi Tablada
Shane W. Geange
Fabrice Stephenson

Frontiers in Ecology and Evolution

doi 10.3389/fevo.2025.1670027

1,624 views

Original Research

Published on 22 Dec 2017

Genetic Characteristic and Global Transmission of Influenza A H9N2 Virus

in Infectious Agents and Disease

Mingda Hu
Yuan Jin
Jing Zhou
Zhisong Huang
Beiping Li
Wei Zhou
Hongguang Ren
Junjie Yue
Long Liang

Frontiers in Microbiology

doi 10.3389/fmicb.2017.02611

8,073 views
20 citations

Original Research

Published on 11 Mar 2021

Identifying Clinical Phenotypes in Moderate to Severe Acute Respiratory Distress Syndrome Related to COVID-19: The COVADIS Study

in Intensive Care Medicine and Anesthesiology

Jean-Baptiste Lascarrou
Aurelie Gaultier
Thibaud Soumagne
Nicolas Serck
Bertrand Sauneuf
Michael Piagnerelli
Andre Ly
Francois Lejeune
Laurent Lefebvre
Sami Hraiech

Frontiers in Medicine

doi 10.3389/fmed.2021.632933

8,894 views
24 citations

Articles

Integrating Angular Backscatter Response Analysis Derivatives Into a Hierarchical Classification for Habitat Mapping

Hierarchical strategy for sEMG classification of the hand/wrist gestures and forces of transradial amputees

Abnormal line loss identification and category classification of distribution networks based on semi-supervised learning and hierarchical classification

An integrated hierarchical classification and machine learning approach for mapping land use and land cover in complex social-ecological systems

Bayesian workflow for the investigation of hierarchical classification models from tau-PET and structural MRI data across the Alzheimer’s disease spectrum

A Magnetic Resonance-Relaxometry-Based Technique to Identify Blood Products in Brain Parenchyma: An Experimental Study on a Rabbit Model

A Survey of Robotic Systems for Nursing Care

An AI-enabled research support tool for the classification system of COVID-19

BugNet: a rapid and scalable pipeline for automated insect monitoring using hierarchical data

FGF-mediated establishment of left-right asymmetry requires Rab7 function in the dorsal mesoderm in Xenopus

Fine Analysis of Lymphocyte Subpopulations in SARS-CoV-2 Infected Patients: Differential Profiling of Patients With Severe Outcome

ModFus-PD: synergizing cross-modal attention and contrastive learning for enhanced multimodal diagnosis of Parkinson’s disease

Sub-meter resolution wetland map of Hainan with detailed types from multi-source satellite imagery

Development of the South Pacific Vulnerable Marine Ecosystem bioregionalisation

Genetic Characteristic and Global Transmission of Influenza A H9N2 Virus

Identifying Clinical Phenotypes in Moderate to Severe Acute Respiratory Distress Syndrome Related to COVID-19: The COVADIS Study