Author details

Full Name

Justin Dauwels

Affiliation

University of Technology

ORCID

Career Start Year

2008

Papers

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
35939476	EAD-GAN: A Generative Adversarial Network for Disentangling Affine Transforms in Images.	IEEE Trans Neural Netw Learn Syst	2024
34990351	Efficient Variational Bayes Learning of Graphical Models With Smooth Structural Changes.	IEEE Trans Pattern Anal Mach Intell	2023
37595574	Evaluation of different classification methods using electronic nose data to diagnose sarcoidosis.	J Breath Res	2023
36809996	Six-Center Assessment of CNN-Transformer with Belief Matching Loss for Patient-Independent Seizure Detection in EEG.	Int J Neural Syst	2023
34861392	Disentangling cortical functional connectivity strength and topography reveals divergent roles of genes and environment.	Neuroimage	2022
36270485	Improving automated diagnosis of epilepsy from EEGs beyond IEDs.	J Neural Eng	2022
36086402	Transformer Convolutional Neural Networks for Automated Artifact Detection in Scalp EEG.	Annu Int Conf IEEE Eng Med Biol Soc	2022
36344515	Identifying psychiatric manifestations in schizophrenia and depression from audio-visual behavioural indicators through a machine-learning approach.	Schizophrenia (Heidelb)	2022
33438530	Automated Adult Epilepsy Diagnostic Tool Based on Interictal Scalp Electroencephalogram Characteristics: A Six-Center Study.	Int J Neural Syst	2021
33815171	Predicting Real-World Functioning in Schizophrenia: The Relative Contributions of Neurocognition, Functional Capacity, and Negative Symptoms.	Front Psychiatry	2021
33775230	Multi-Center Validation Study of Automated Classification of Pathological Slowing in Adult Scalp Electroencephalograms Via Frequency Features.	Int J Neural Syst	2021
34381384	The Impact of Negative Symptoms and Neurocognition on Functioning in MDD and Schizophrenia.	Front Psychiatry	2021
34779359	Editorial: Celebration of the 30th Anniversary of IJNS.	Int J Neural Syst	2021
34563391	Comparative study of emotion recognition and theory of mind between major depressive disorder and schizophrenia.	J Affect Disord	2021
34278972	Time-Frequency Decomposition of Scalp Electroencephalograms Improves Deep Learning-Based Epilepsy Diagnosis.	Int J Neural Syst	2021
33099261	Rapid annotation of seizures and interictal-ictal-injury continuum EEG patterns.	J Neurosci Methods	2021
32812468	Automated Detection of Interictal Epileptiform Discharges from Scalp Electroencephalograms by Convolutional Neural Networks.	Int J Neural Syst	2020
33018805	Deep Learning for Interictal Epileptiform Spike Detection from scalp EEG frequency sub bands.	Annu Int Conf IEEE Eng Med Biol Soc	2020
32622981	Automated detection of subthalamic nucleus in deep brain stimulation surgery for Parkinson's disease using microelectrode recordings and wavelet packet features.	J Neurosci Methods	2020
30685702	Computer modelling of connectivity change suggests epileptogenesis mechanisms in idiopathic generalised epilepsy.	Neuroimage Clin	2019
31946787	Detection of Subthalamic Nucleus using Time-Frequency Features of Microelectrode recordings and Random Forest Classifier.	Annu Int Conf IEEE Eng Med Biol Soc	2019
31945883	Automated Verbal and Non-verbal Speech Analysis of Interviews of Individuals with Schizophrenia and Depression.	Annu Int Conf IEEE Eng Med Biol Soc	2019
30964869	Non-verbal speech cues as objective measures for negative symptoms in patients with schizophrenia.	PLoS One	2019
30605101	Action-Stage Emphasized Spatio-Temporal VLAD for Video Action Recognition.	IEEE Trans Image Process	2019
30293864	A review on microelectrode recording selection of features for machine learning in deep brain stimulation surgery for Parkinson's disease.	Clin Neurophysiol	2019
29549976	Montreal Cognitive Assessment as a screening instrument for cognitive impairments in schizophrenia.	Schizophr Res	2018
29900184	Multicell migration tracking within angiogenic networks by deep learning-based segmentation and augmented Bayesian filtering.	J Med Imaging (Bellingham)	2018
31582912	CLASSIFIER CASCADE TO AID IN DETECTION OF EPILEPTIFORM TRANSIENTS IN INTERICTAL EEG.	Proc IEEE Int Conf Acoust Speech Signal Process	2018
30441116	Rapid Annotation of Seizures and Interictal-ictal Continuum EEG Patterns.	Annu Int Conf IEEE Eng Med Biol Soc	2018
30441062	EEG CLassification Via Convolutional Neural Network-Based Interictal Epileptiform Event Detection.	Annu Int Conf IEEE Eng Med Biol Soc	2018
28011454	Predicting neurosurgical outcomes in focal epilepsy patients using computational modelling.	Brain	2017
28408598	Imaging the distribution of transient viscosity after the 2016 <i>M</i><sub>w</sub> 7.1 Kumamoto earthquake.	Science	2017
28334902	Reply: Computer models to inform epilepsy surgery strategies: prediction of postoperative outcome.	Brain	2017
29060543	Automated epileptiform spike detection via affinity propagation-based template matching.	Annu Int Conf IEEE Eng Med Biol Soc	2017
29136008	Automated tracking and quantification of angiogenic vessel formation in 3D microfluidic devices.	PLoS One	2017
28837905	Interictal epileptiform discharge characteristics underlying expert interrater agreement.	Clin Neurophysiol	2017
26944098	Rapid annotation of interictal epileptiform discharges via template matching under Dynamic Time Warping.	J Neurosci Methods	2016
28269158	Detecting cell division of Pseudomonas aeruginosa bacteria from bright-field microscopy images with hidden conditional random fields.	Annu Int Conf IEEE Eng Med Biol Soc	2016
28269157	Image classification of unlabeled malaria parasites in red blood cells.	Annu Int Conf IEEE Eng Med Biol Soc	2016
29527131	EPILEPTIFORM SPIKE DETECTION VIA CONVOLUTIONAL NEURAL NETWORKS.	Proc IEEE Int Conf Acoust Speech Signal Process	2016
29527130	CLUSTERING OF INTERICTAL SPIKES BY DYNAMIC TIME WARPING AND AFFINITY PROPAGATION.	Proc IEEE Int Conf Acoust Speech Signal Process	2016
29507536	FAST AND EFFICIENT REJECTION OF BACKGROUND WAVEFORMS IN INTERICTAL EEG.	Proc IEEE Int Conf Acoust Speech Signal Process	2016
26866807	Effect of Subliminal Lexical Priming on the Subjective Perception of Images: A Machine Learning Approach.	PLoS One	2016
25147104	A theta-band EEG based index for early diagnosis of Alzheimer's disease.	J Alzheimers Dis	2015
26089775	Optimal control based seizure abatement using patient derived connectivity.	Front Neurosci	2015
26011871	The effects of cell asynchrony on gene expression levels: analysis and application to Plasmodium falciparum.	IEEE J Biomed Health Inform	2015
25443858	Innovative diagnostic tools for early detection of Alzheimer's disease.	Alzheimers Dement	2015
25605667	A hybrid feature selection approach for the early diagnosis of Alzheimer's disease.	J Neural Eng	2015
24235317	Tensor-based methods for handling missing data in quality-of-life questionnaires.	IEEE J Biomed Health Inform	2014
25657890	Partially coherent phase imaging with simultaneous source recovery.	Biomed Opt Express	2014

1 - 50 of 81

Marianna La Rocca

Universita degli Studi di Bari Aldo Moro

Career Start Year 2017

Number of shared co-authors 1

Haoqi Sun

Beth Israel Deaconess Medical Center

Career Start Year 2014

Number of shared co-authors 6

Dominique Duncan

University of Southern California

Career Start Year 2013

Number of shared co-authors 1

Mainak Jas

Aalto University

Career Start Year 2013

Number of shared co-authors 0

Shijie Zhao

Northwestern Polytechnical University

Career Start Year 2013

Number of shared co-authors 0

Todd P Coleman

University of California San Diego

Career Start Year 2010

Number of shared co-authors 0

Forrest Sheng Bao

Iowa State University

Career Start Year 2009

Number of shared co-authors 0

Svitlana Zinger

Eindhoven University of Technology

Career Start Year 2009

Number of shared co-authors 0

David Carlson

Duke University

Career Start Year 2009

Number of shared co-authors 0

Murat Akcakaya

University of Pittsburgh

Career Start Year 2008

Number of shared co-authors 0

Alexandre Gramfort

Universite Paris-Saclay

Career Start Year 2007

Number of shared co-authors 1

Alice D Lam

Massachusetts General Hospital

Career Start Year 2007

Number of shared co-authors 9

Pierre M??gevand

University Hospital of Geneva & Faculty of Medicine

Career Start Year 2006

Number of shared co-authors 0

Kyle Q Lepage

Virginia Tech

Career Start Year 2006

Number of shared co-authors 2

Mark A Kramer

Boston University

Career Start Year 2004

Number of shared co-authors 5

John Guttag

Massachusetts Institute of Technology

Career Start Year 2004

Number of shared co-authors 1

Deniz Erdogmus

Northeastern University

Career Start Year 2002

Number of shared co-authors 0

Christian B??nar

Aix Marseille University INSERM

Career Start Year 2002

Number of shared co-authors 0

S??ndor Beniczky

Albert Szent-Gyorgyi Medical School, University of Szeged

Career Start Year 2002

Number of shared co-authors 5

Olivier David

Universite Grenoble Alpes, Inserm, Grenoble Institute of Neuroscience

Career Start Year 2002

Number of shared co-authors 0

Catherine Stamoulis

Boston Children's Hospital, Harvard Medical School

Career Start Year 2000

Number of shared co-authors 1

Bernhard Sch??lkopf

Max-Planck Institute for Intelligent Systems.

Career Start Year 1998

Number of shared co-authors 0

Sylvain Baillet

Montreal Neurological Institute, McGill University

Career Start Year 1997

Number of shared co-authors 0

Klaus-Robert M??ller

Google Research

Career Start Year 1996

Number of shared co-authors 0

Ahmed H Tewfik

The University of Texas at Austin

Career Start Year 1993

Number of shared co-authors 0

Michel J A M van Putten

Technical Medical Centre, Clinical Neurophysiology, University of Twente

Career Start Year 1991

Number of shared co-authors 6

Emery N Brown

Massachusetts Institute of Technology

Career Start Year 1988

Number of shared co-authors 3

Brian Litt

University of Pennsylvania, USA Hospital of the University of Pennsylvania

Career Start Year 1988

Number of shared co-authors 0

Hitten P Zaveri

Yale University

Career Start Year 1987

Number of shared co-authors 3

Jose C Principe

University of Florida

Career Start Year 1982

Number of shared co-authors 0

row(s) 1 - 30 of 30

Sydney S Cash

Massachusetts General Hospital

Co-authored papers 18

Michael B Westover

Beth Israel Deaconess Medical Center

Co-authored papers 18

Jin Jing

Massachusetts General Hospital

Co-authored papers 13

Laura Waller

University of California berkeley

Co-authored papers 3

Senan Ebrahim

Harvard Medical School

Co-authored papers 2

Emile d'Angremont

University of Groningen, University Medical Center Groningen

Co-authored papers 2

Mohammad Tabaeizadeh

Massachusetts General Hospital

Co-authored papers 2

Faisal Mahmood

Aga Khan University

Co-authored papers 2

Jonathan J Halford

Medical University of South Carolina

Co-authored papers 2

Ernst Schwartz

Medical University of Vienna

Co-authored papers 1

Aline Herlopian

Yale University

Co-authored papers 1

Emad N Eskandar

Massachusetts General Hospital

Co-authored papers 1

Sahar F Zafar

Massachusetts General Hospital

Co-authored papers 1

Marcus C Ng

University of Manitoba

Co-authored papers 1

Eric S Rosenthal

Beth Israel Deaconess Medical Center, Division of Neurocritical Care and Emergency Neurology, Division of Clinical Neurophysiology, Massachusetts General Hospital, Boston, MA, Harvard Medical School, Massachusetts General Hospital, Massachusetts General Hospital Fellowship in Epilepsy and Clinical Neurophysiology, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School Fellowship Training Program in Neurocritical Care, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School Partners Neurology Residency Training Program, Yale College

Co-authored papers 1

Hesheng Liu

Peking University

Co-authored papers 1

Daniel S Margulies

Center National de la Recherche Scientifique (CNRS) and Universite de Paris

Co-authored papers 1

Karl-Heinz Nenning

Medical University of Vienna

Co-authored papers 1

Georg Langs

Medical University of Vienna