David Reifs

ORCID: 0000-0003-2945-9803
Publications
Citations
Views
---
Saved
---
About
Contact & Profiles
Research Areas
  • Diabetic Foot Ulcer Assessment and Management
  • Pressure Ulcer Prevention and Management
  • Wound Healing and Treatments
  • Artificial Intelligence in Healthcare
  • COVID-19 diagnosis using AI
  • Image Enhancement Techniques
  • Infrared Thermography in Medicine
  • Photoacoustic and Ultrasonic Imaging
  • Hungarian Social, Economic and Educational Studies
  • Carbon Nanotubes in Composites
  • Optical Imaging and Spectroscopy Techniques
  • AI and Big Data Applications
  • Optical Coherence Tomography Applications
  • Digital Imaging in Medicine
  • Zeolite Catalysis and Synthesis
  • Generational Differences and Trends
  • Advanced Image Fusion Techniques
  • AI in cancer detection
  • Advanced Physical and Chemical Molecular Interactions
  • Medical Image Segmentation Techniques
  • Advanced Technologies and Applied Computing
  • Simulation Techniques and Applications

Universitat de Vic - Universitat Central de Catalunya
2022-2024

One of the most important challenges in management and treatment complex wounds is observation measurement different indicators that can be observed on wound over time. This article will present idea addressing this challenge with use images captured a mobile device. The aim work to evaluate digitization systems field chronic as tools support professional improving patient care decision making, well computer vision artificial intelligence improve assessment. An approach based visual...

10.1016/j.imu.2023.101185 article EN cc-by Informatics in Medicine Unlocked 2023-01-01

A prospective, single-center, non-randomized, pre-marketing clinical investigation was conducted with a single group of subjects to collect skin lesion images. These images were subsequently utilized compare the results obtained from traditional method wound size measurement two novel methods developed using Machine Learning (ML) approaches. Both proposed automatically calculate area an image. One employs two-dimensional system assistance external calibrator, while other utilizes Augmented...

10.3390/electronics13122390 article EN Electronics 2024-06-18

Abstract Background: Chronic wounds are one of the most frequent complications pathologies such as diabetes mellitus, peripheral neuropathy, atherosclerosis, and infections. Early diagnosis effective treatment required to avoid later leading infections or amputations. The early assessment this type wound is crucial when detecting patterns that require unique rapid care. Methods: In present study, 2,750 samples consisting images anamnesis taken by Hospital Santa Creu de Vic with Clinicgram®...

10.21203/rs.3.rs-2521464/v1 preprint EN cc-by Research Square (Research Square) 2023-05-02

<sec> <title>BACKGROUND</title> Chronic ulcers are usually the result of prolonged pressure on skin and underlying tissues. The assessment treatment wounds require an accurate analysis their physical characteristics. In most cases, methods used nowadays rudimentary, which leads to errors use invasive uncomfortable techniques for patients. There many studies that include a Convolutional Neural Network classify different tissues in wound. order obtain good results network has be trained with...

10.2196/preprints.37284 preprint EN 2022-02-14

Skin ulcers are an important cause of morbidity and mortality everywhere in the world occur due to several causes, including diabetes mellitus, peripheral neuropathy, immobility, pressure, arteriosclerosis, infections, venous insufficiency. Ulcers lesions that fail undergo orderly healing process produce functional anatomical integrity expected time. In most cases, methods analysis used nowadays rudimentary, which leads errors use invasive uncomfortable techniques on patients. There many...

10.2196/37284 article EN cc-by JMIR Medical Informatics 2022-08-22

<sec> <title>BACKGROUND</title> Chronic ulcers, and especially ulcers affecting the lower extremities their protracted evolution, are a health problem with significant socio-economic repercussions. The patient's quality of life often deteriorates, leading to serious personal problems for patient and, in turn, major care challenges healthcare professionals. Our study proposes new approach assisting wound assessment criticality an integrated framework based on Mobile App Cloud platform,...

10.2196/preprints.35894 preprint EN 2021-12-24
Coming Soon ...