Browsing by Author "Loaiza Duque, Julián David"
Now showing items 1-5 of 5
-
Angular velocity analysis boosted by machine learning for helping in the differential diagnosis of Parkinson’s Disease and Essential Tremor
(Institute of Electrical and Electronics Engineers (IEEE), 2020-05-11)
Article
Open AccessRecent research has shown that smartphones/smartwatches have a high potential to help physicians to identify and differentiate between different movement disorders. This work aims to develop Machine Learning models to ... -
Characterization of the volume and thickness of DIEP flap by CTA image processing
(2021)
Conference report
Open AccessBreast cancer is the most commonly diagnosed cancer worldwide and is the leading cause of cancer-related death in more than 100 countries. Breast cancer surgery, especially when it involves a mastectomy, is associated with ... -
Experimental Data-Driven Insertion Force Analyses of Hypodermic Needles in a Soft Tissue with an In-House Test Bench
(2022)
Conference report
Restricted access - publisher's policyHypodermic needles are used in a wide range of medical procedures. In these procedures, an insertion force is applied to the needle to insert it through the soft tissue. In that way, when the tip of the needle encounters ... -
Machine-learning to promote better practices of low-cost wearable devices in tremor diseases
(Universitat Politècnica de Catalunya, 2023-10-27)
Doctoral thesis
Open Access(English) The most common tremor disorders worldwide are Parkinson's Disease and Essential Tremor. The gold standard for diagnosing these movement disorders is medical evaluation by neurologists, but its accuracy depends ... -
TremorSoft: an decision support application for differential diagnosis between Parkinson’s disease and essential tremor
(2023-05-16)
Article
Open AccessA cost-effective, non-invasive, and easy-to-use tool is presented that uses the 6-axis inertial sensor of the smartphone or a specific wearable sensor, boosted by machine learning, to support early differential diagnosis ...
