Personal information

Biomedical Signal Processing, e-health, ambient assisted living
Spain

Biography

Daniel Sánchez Morillo received his M. Eng. degree in Telecommunications from the University of Sevilla, Spain, in 2000 and his Ph.D. degree in Engineering from the University of Cádiz, Spain, in 2008. He is Professor with the Automatic Engineering Department at the Faculty of Engineering of Cádiz. Dr. Morillo is member of the Biomedical Engineering Spanish Society and is currently with the Biomedical Engineering and Telemedicine Laboratory (I.B.T.) of the University of Cádiz. His scientific interest is focused to the areas related to biomedical signal processing and telemedical environments.

Activities

Employment (1)

Universidad de Cádiz: Cádiz, Andalucía, ES

2006 to present (Automation, Electronics and Computer Architecture and Networks)
Employment
Source: Self-asserted source
Daniel Sanchez-Morillo

Education and qualifications (2)

Universidad de Cádiz: Cádiz, Andalucía, ES

2008 | Ph.D.
Education
Source: Self-asserted source
Daniel Sanchez-Morillo

Universidad de Sevilla: Seville, Andalucía, ES

2000-01 | Telecommunication Engineer
Education
Source: Self-asserted source
Daniel Sanchez-Morillo

Works (50)

Automatic Lung Segmentation in Chest X-Ray Images Using SAM With Prompts From YOLO

IEEE Access
2024 | Journal article
Contributors: Ebrahim Khalili; Blanca Priego-Torres; Antonio León-Jiménez; Daniel Sanchez-Morillo
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Crossref

Integrating routine blood biomarkers and artificial intelligence for supporting diagnosis of silicosis in engineered stone workers

Bioengineering & Translational Medicine
2024-11 | Journal article
Contributors: Daniel Sanchez‐Morillo; Antonio León‐Jiménez; María Guerrero‐Chanivet; Gema Jiménez‐Gómez; Antonio Hidalgo‐Molina; Antonio Campos‐Caro
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Crossref

The Impact of Visual Feedback and Avatar Presence on Balance in Virtual Reality

2024-09 | Conference paper
Contributors: Stefan Resch; Rohan Brijesh Tiwari; Heer Rakeshkumar Vankawala; Priya Singh; Mustafa Rafati; Valentin Schwind; Diana Völz; Daniel Sanchez-Morillo
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Crossref

Usability Evaluation of a Mobile Application for Foot Health Monitoring of Smart Insoles: A Mixed Methods Study

2024-09-21 | Conference paper
Contributors: Stefan Resch; Lucian Zimmermann; Alexander Kunkel; Dennis Gerstung; Valentin Schwind; Diana Völz; Daniel Sanchez-Morillo
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Crossref

Walking aid with haptic feedback for combined use with a smart foot orthosis

Gerontechnology
2024-07-31 | Journal article
Contributors: S. Resch; A. Röll; A. Malech; V. Schwind; D. Sanchez-Morillo; D. Völz
Source: check_circle
Crossref

Cough Detection Using Acceleration Signals and Deep Learning Techniques

Electronics
2024-06-20 | Journal article
Contributors: Daniel Sanchez-Morillo; Diego Sales-Lerida; Blanca Priego-Torres; Antonio León-Jiménez
Source: check_circle
Crossref
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Cardiovascular-related proteomic changes in ECFCs exposed to the serum of COVID-19 patients

International Journal of Biological Sciences
2023 | Journal article
EID:

2-s2.0-85151348778

Part of ISSN: 14492288
Contributors: Beltrán-Camacho, L.; Bhosale, S.D.; Sánchez-Morillo, D.; Sánchez-Gomar, I.; Rojas-Torres, M.; Eslava-Alcón, S.; Martínez-Torija, M.; de Infante, M.A.R.; Nieto-Martín, M.D.; Rodríguez-Iglesias, M.A. et al.
Source: Self-asserted source
Daniel Sanchez-Morillo via Scopus - Elsevier

EVALUATION OF THE PUPIL RESPONSE AS A PREDICTIVE TOOL OF THE FUNCTIONAL ALTERATION OF THE LOCUS COERULEUS IN PAIN. COMPARISON BETWEEN ACUTE AND CHRONIC PAIN.

IBRO Neuroscience Reports
2023-10 | Journal article
Contributors: Carolina López-Martín; Sonia Torres-Sanchez; Alejandro Lara-Doña; Daniel Sanchez-Morillo; Esther Berrocoso
Source: check_circle
Dimensions

Serum microRNAs targeting ACE2 and RAB14 genes distinguish asymptomatic from critical COVID-19 patients

Molecular Therapy Nucleic Acids
2022 | Journal article
EID:

2-s2.0-85132842866

Part of ISSN: 21622531
Contributors: Calderon-Dominguez, M.; Trejo-Gutierrez, E.; González-Rovira, A.; Beltrán-Camacho, L.; Rojas-Torres, M.; Eslava-Alcón, S.; Sanchez-Morillo, D.; Calderon-Dominguez, J.; Martinez-Nicolás, M.P.; Gonzalez-Beitia, E. et al.
Source: Self-asserted source
Daniel Sanchez-Morillo via Scopus - Elsevier

The serum of COVID-19 asymptomatic patients up-regulates proteins related to endothelial dysfunction and viral response in circulating angiogenic cells ex-vivo

Molecular Medicine
2022-12 | Journal article
Part of ISSN: 1076-1551
Part of ISSN: 1528-3658
Source: Self-asserted source
Daniel Sanchez-Morillo
grade
Preferred source (of 2)‎

Combining Molecular, Imaging, and Clinical Data Analysis for Predicting Cancer Prognosis

Cancers
2022-06-30 | Journal article
Contributors: Barbara Lobato-Delgado; Blanca Priego-Torres; Daniel Sanchez-Morillo
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Deep learning-based instance segmentation for the precise automated quantification of digital breast cancer immunohistochemistry images

Expert Systems with Applications
2022-05 | Journal article
Contributors: Blanca Maria Priego-Torres; Barbara Lobato-Delgado; Lidia Atienza-Cuevas; Daniel Sanchez-Morillo
Source: check_circle
Crossref
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Automated Mouse Pupil Size Measurement System to Assess Locus Coeruleus Activity with a Deep Learning-Based Approach

Sensors
2021-10-26 | Journal article
Contributors: Alejandro Lara-Doña; Sonia Torres-Sanchez; Blanca Priego-Torres; Esther Berrocoso; Daniel Sanchez-Morillo
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A Prototype of Intelligent Portable Oxygen Concentrator for Patients with COPD Under Oxygen Therapy

2020 | Book chapter
Contributors: Alejandro Lara-Doña; Daniel Sanchez-Morillo; María Pérez-Morales; Miguel Ángel Fernandez-Granero; Antonio Leon-Jimenez
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Portable Oxygen Therapy: Is the 6-Minute Walking Test Overestimating the Actual Oxygen Needs?

Journal of Clinical Medicine
2020-12-11 | Journal article
Contributors: Daniel Sanchez-Morillo; Alejandro Lara-Doña; Blanca Priego-Torres; Maria Morales-Gonzalez; Francisca Montoro-Ballesteros; Antonio Leon-Jimenez
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Crossref
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Automatic segmentation of whole-slide H&E stained breast histopathology images using a deep convolutional neural network architecture

Expert Systems with Applications
2020-08 | Journal article
Contributors: Blanca Maria Priego-Torres; Daniel Sanchez-Morillo; Miguel Angel Fernandez-Granero; Marcial Garcia-Rojo
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Crossref
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Automated Home Oxygen Delivery for Patients with COPD and Respiratory Failure: A New Approach

Sensors
2020-02-20 | Journal article
Contributors: Daniel Sanchez-Morillo; Pilar Muñoz-Zara; Alejandro Lara-Doña; Antonio Leon-Jimenez
Source: check_circle
Crossref
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An artificial intelligence approach to early predict symptom-based exacerbations of COPD

Biotechnology and Biotechnological Equipment
2018 | Journal article
EID:

2-s2.0-85041804562

Contributors: Fernandez-Granero, M.A.; Sanchez-Morillo, D.; Leon-Jimenez, A.
Source: Self-asserted source
Daniel Sanchez-Morillo via Scopus - Elsevier

Classification of Breast Cancer Histopathological Images Using KAZE Features

2018 | Book chapter
Contributors: Daniel Sanchez-Morillo; Jesús González; Marcial García-Rojo; Julio Ortega
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Crossref
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Automatic CDR Estimation for Early Glaucoma Diagnosis

Journal of Healthcare Engineering
2017 | Journal article
EID:

2-s2.0-85042775665

Contributors: Fernandez-Granero, M.A.; Sarmiento, A.; Sanchez-Morillo, D.; Jiménez, S.; Alemany, P.; Fondón, I.
Source: Self-asserted source
Daniel Sanchez-Morillo via Scopus - Elsevier

Automatic recognition of daily physical activities for an intelligent-portable oxygen concentrator (iPOC)

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017 | Book
EID:

2-s2.0-85020512554

Contributors: Sanchez-Morillo, D.; Olaby, O.; Fernandez-Granero, M.A.; Leon-Jimenez, A.
Source: Self-asserted source
Daniel Sanchez-Morillo via Scopus - Elsevier

Automatic tool for optic disc and cup detection on retinal fundus images

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017 | Book
EID:

2-s2.0-85020523520

Contributors: Fernandez-Granero, M.A.; Vega, A.S.; García, A.I.; Sanchez-Morillo, D.; Jiménez, S.; Alemany, P.; Fondón, I.
Source: Self-asserted source
Daniel Sanchez-Morillo via Scopus - Elsevier

CDIO as the definitive tool for engineering curriculum development

Proceedings of the 45th SEFI Annual Conference 2017 - Education Excellence for Sustainability, SEFI 2017
2017 | Conference paper
EID:

2-s2.0-85034766444

Contributors: Del Río, C.R.; Mesa, M.L.; Morillo, D.S.; Estévez, A.M.
Source: Self-asserted source
Daniel Sanchez-Morillo via Scopus - Elsevier

Physiological closed-loop control in intelligent oxygen therapy: A review

Computer Methods and Programs in Biomedicine
2017 | Journal article
EID:

2-s2.0-85020040641

Contributors: Sanchez-Morillo, D.; Olaby, O.; Fernandez-Granero, M.A.; Leon-Jimenez, A.
Source: Self-asserted source
Daniel Sanchez-Morillo via Scopus - Elsevier

Use of predictive algorithms in-home monitoring of chronic obstructive pulmonary disease and asthma: A systematic review

Chronic Respiratory Disease
2016 | Journal article
EID:

2-s2.0-84982860592

Contributors: Sanchez-Morillo, D.; Fernandez-Granero, M.A.; Leon-Jimenez, A.
Source: Self-asserted source
Daniel Sanchez-Morillo via Scopus - Elsevier

A machine learning approach to prediction of exacerbations of chronic obstructive pulmonary disease

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2015 | Conference paper
EID:

2-s2.0-84937397911

Part of ISSN: 16113349 03029743
Contributors: Fernandez-Granero, M.A.; Sanchez-Morillo, D.; Lopez-Gordo, M.A.; Leon, A.
Source: Self-asserted source
Daniel Sanchez-Morillo via Scopus - Elsevier

A novel multimodal tool for telemonitoring patients with COPD

Informatics for Health and Social Care
2015 | Journal article
EID:

2-s2.0-84916941640

Contributors: Sánchez-Morillo, D.; Crespo, M.; León, A.; Crespo Foix, L.F.
Source: Self-asserted source
Daniel Sanchez-Morillo via Scopus - Elsevier
grade
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Computerised analysis of telemonitored respiratory sounds for predicting acute exacerbations of COPD

Sensors (Switzerland)
2015 | Journal article
EID:

2-s2.0-84945249736

Contributors: Fernandez-Granero, M.A.; Sanchez-Morillo, D.; Leon-Jimenez, A.
Source: Self-asserted source
Daniel Sanchez-Morillo via Scopus - Elsevier

Detecting COPD exacerbations early using daily telemonitoring of symptoms and k-means clustering: a pilot study

Medical and Biological Engineering and Computing
2015 | Journal article
EID:

2-s2.0-84939936252

Contributors: Sanchez-Morillo, D.; Fernandez-Granero, M.A.; Jiménez, A.L.
Source: Self-asserted source
Daniel Sanchez-Morillo via Scopus - Elsevier

Development and Evaluation of an Automated, Home-Based, Electronic Questionnaire for Detecting COPD Exacerbations

Journal of Healthcare Engineering
2015 | Journal article
Contributors: Francisco de B. Velazquez-Peña; Daniel Sanchez-Morillo; Mario Crespo-Miguel; Sonia Astorga-Moreno; MJ Santi-Cano; MA Fernandez-Granero; Antonio Leon-Jimenez
Source: Self-asserted source
Daniel Sanchez-Morillo via Crossref Metadata Search
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Healthcare Engineering Defined: A White Paper

Journal of Healthcare Engineering
2015 | Journal article
Contributors: Ming-Chien Chyu; Tony Austin; Fethi Calisir; Samuel Chanjaplammootil; Mark J. Davis; Jesus Favela; Heng Gan; Amit Gefen; Ram Haddas; Shoshana Hahn-Goldberg et al.
Source: Self-asserted source
Daniel Sanchez-Morillo via Crossref Metadata Search
grade
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Spreading codes enables the blind estimation of the hemodynamic response with short-events sequences

International Journal of Neural Systems
2015 | Journal article
EID:

2-s2.0-84929379000

Contributors: Lopez-Gordo, M.A.; Sánchez-Morillo, D.; Van Gerven, M.A.J.
Source: Self-asserted source
Daniel Sanchez-Morillo via Scopus - Elsevier
grade
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Automatic classification of respiratory sounds phenotypes in COPD exacerbations

IFMBE Proceedings
2014 | Conference paper
EID:

2-s2.0-84891330637

Contributors: Morillo, D.S.; Granero, M.A.F.; León, A.; Crespo, L.F.
Source: Self-asserted source
Daniel Sanchez-Morillo via Scopus - Elsevier
grade
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Automatic prediction of chronic obstructive pulmonary disease exacerbations through home telemonitoring of symptoms

Bio-Medical Materials and Engineering
2014 | Conference paper
EID:

2-s2.0-84907280012

Part of ISSN: 18783619 09592989
Contributors: Fernández-Granero, M.A.; Sánchez-Morillo, D.; León-Jiménez, A.; Crespo, L.F.
Source: Self-asserted source
Daniel Sanchez-Morillo via Scopus - Elsevier

Dry EEG electrodes

Sensors (Switzerland)
2014 | Journal article
EID:

2-s2.0-84904490560

Contributors: Lopez-Gordo, M.A.; Sanchez Morillo, D.; Pelayo Valle, F.
Source: Self-asserted source
Daniel Sanchez-Morillo via Scopus - Elsevier

Novel multiclass classification for home-based diagnosis of sleep apnea hypopnea syndrome

Expert Systems with Applications
2014 | Journal article
EID:

2-s2.0-84888375014

Contributors: Sánchez-Morillo, D.; López-Gordo, M.A.; León, A.
Source: Self-asserted source
Daniel Sanchez-Morillo via Scopus - Elsevier

Computer-aided diagnosis of pneumonia in patients with chronic obstructive pulmonary disease

Journal of the American Medical Informatics Association
2013 | Journal article
EID:

2-s2.0-84881349035

Contributors: Morillo, D.S.; Jiménez, A.L.; Moreno, S.A.
Source: Self-asserted source
Daniel Sanchez-Morillo via Scopus - Elsevier

Computerized analysis of respiratory sounds during COPD exacerbations

Computers in Biology and Medicine
2013 | Journal article
EID:

2-s2.0-84878963563

Contributors: Sánchez Morillo, D.; Astorga Moreno, S.; Fernández Granero, M.T.; León Jiménez, A.
Source: Self-asserted source
Daniel Sanchez-Morillo via Scopus - Elsevier

Probabilistic neural network approach for the detection of SAHS from overnight pulse oximetry

Medical and Biological Engineering and Computing
2013 | Journal article
EID:

2-s2.0-84885615137

Contributors: Morillo, D.S.; Gross, N.
Source: Self-asserted source
Daniel Sanchez-Morillo via Scopus - Elsevier

Automated frequency domain analysis of oxygen saturation as a screening tool for SAHS.

2012-09 | Journal article
Contributors: Morillo DS; Gross N; León A; Crespo LF
Source: Self-asserted source
Daniel Sanchez-Morillo via Europe PubMed Central
grade
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Increasing reliability and information content of pulse oximetric SAHS screening algorithms

BIOSIGNALS 2011 - Proceedings of the International Conference on Bio-Inspired Systems and Signal Processing
2011 | Conference paper
EID:

2-s2.0-79960202969

Contributors: Gross, N.; Friedmann, J.; Kunze, C.; Stork, W.; Morillo, D.S.; Jimenez, A.L.; Foix, L.F.C.
Source: Self-asserted source
Daniel Sanchez-Morillo via Scopus - Elsevier

Collaborative Dialogue Agent for COPD Self-management in AMICA: A First Insight

Source: Self-asserted source
Daniel Sanchez-Morillo via Crossref Metadata Search
grade
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Telemonitoring in AMICA: A design based on and for COPD

Proceedings of the IEEE/EMBS Region 8 International Conference on Information Technology Applications in Biomedicine, ITAB
2010 | Conference paper
EID:

2-s2.0-79951614662

Contributors: Crespo, L.F.; Sánchez Morillo, D.; Crespo, M.; Leon, A.; Astorga, S.; Giokas, K.; Kouris, I.
Source: Self-asserted source
Daniel Sanchez-Morillo via Scopus - Elsevier

An accelerometer-based device for sleep apnea screening.

2010-03 | Journal article
Contributors: Morillo D; Rojas Ojeda JL; Crespo Foix LF; Jiménez A
Source: Self-asserted source
Daniel Sanchez-Morillo via Europe PubMed Central
grade
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AMICA - Optimization of the care and treatment management of COPD patients,AMICA-Optimierung des Versorgungs-und Behandlungsmanagements von COPD-Patienten

Mobiles Computing in der Medizin - Proceedings zum 9. Workshop der GI- und GMDS-Arbeitsgruppe Mobile Informationstechnologie in der Medizin, MoCoMed 2009
2009 | Conference paper
EID:

2-s2.0-84911168933

Contributors: Groß, N.; Zentek, T.; Kunze, C.; Rashid, A.; Stork, W.; Korb, H.; Crespo Foix, L.F.; Morillo, D.S.; Leon, A.
Source: Self-asserted source
Daniel Sanchez-Morillo via Scopus - Elsevier

AMICA telemedicine platform: A design for management of elderly people with COPD

Final Program and Abstract Book - 9th International Conference on Information Technology and Applications in Biomedicine, ITAB 2009
2009 | Conference paper
EID:

2-s2.0-77949577438

Contributors: Crespo Foix, L.F.; Sánchez Morillo, D.; Crespo, M.; Gross, N.; Kunze, C.; Giokas, K.; Jiménez, J.A.
Source: Self-asserted source
Daniel Sanchez-Morillo via Scopus - Elsevier

AMICA-Optimierung des Versorgungs-und Behandlungsmanagements von COPD-Patienten

INFORMATIK 2009 - Im Focus das Leben, Beitrage der 39. Jahrestagung der Gesellschaft fur Informatik e.V. (GI)
2009 | Conference paper
EID:

2-s2.0-84874360162

Contributors: Groß, N.; Zentek, T.; Kunze, C.; Rashid, A.; Stork, W.; Korb, H.; Foix, L.F.C.; Morillo, D.S.; Leon, A.
Source: Self-asserted source
Daniel Sanchez-Morillo via Scopus - Elsevier

Poincaré analysis of an overnight arterial oxygen saturation signal applied to the diagnosis of sleep apnea hypopnea syndrome

Physiological Measurement
2009 | Journal article
EID:

2-s2.0-65249118912

Contributors: Morillo, D.S.; Rojas, J.L.; Crespo, L.F.; León, A.; Gross, N.
Source: Self-asserted source
Daniel Sanchez-Morillo via Scopus - Elsevier
grade
Preferred source (of 2)‎

Mapping the human body for vibrations using an accelerometer.

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference
2007 | Journal article
EID:

2-s2.0-84903867168

Contributors: Rendón, D.B.; Rojas Ojeda, J.L.; Crespo Foix, L.F.; Morillo, D.S.; Fernández, M.A.
Source: Self-asserted source
Daniel Sanchez-Morillo via Scopus - Elsevier

Monitoring and analysis of cardio respiratory and snoring signals by using an accelerometer.

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference
2007 | Journal article
EID:

2-s2.0-84903859799

Contributors: Morillo, D.S.; Ojeda, J.L.; Foix, L.F.; Rendón, D.B.; Leon, A.L.
Source: Self-asserted source
Daniel Sanchez-Morillo via Scopus - Elsevier