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UID:4039-2675@rg-trier-luxemburg.gi.de
CLASS: PUBLIC
SUMMARY:AI4Health Lecture Series: Prof. Rafael Orozco-Arroyave
DESCRIPTION:The next talk of the AI4Health lecture series will continue on 
 January 27 with a talk on "An overview of ML methods to model symptoms in m
 ovement disorders (the case of Parkinson’s disease): from classical ML to D
 L" by Prof. Dr. Rafael Orozco-Arroyave (University of Antioquia/University 
 of Erlangen).\n\nAn overview of ML methods to model symptoms in movement di
 sorders (the case of Parkinson’s disease): from classical ML to DL\n\nThere
  exist different movement disorders with different origin. Parkinson’s dise
 ase (PD) is one of those disorders and appears due to the progressive death
  of dopaminergic neurons in the substantia nigra of the mid-brain. Diagnosi
 s and monitoring of PD patients is still highly subjective, time consuming 
 and expensive. Existing medical scales used to evaluate the neurological st
 ate of PD patients cover many different aspects, including activities of da
 ily living, motor aspects, speech and depression. This makes the task of au
 tomatically reproducing experts’ evaluation very difficult because several 
 bio-signals and modeling methods are required to produce clinically accepta
 ble/practical results. This talk tries to show part of the way that has bee
 n traveled since about ten years considering different bio-signals (e.g., s
 peech, gait, and handwriting) and methods of Machine Learning and the relat
 ively new topics of Deep Learning (DL) with the aim to find suitable models
  for PD diagnosis and monitoring. Results with classical feature extraction
  and classification methods will be presented and also experiments with CNN
  and LSTM architectures will be discussed.\n\nBIOGRAPHY. Juan Rafael Orozco
 -Arroyave was born in Medellín, Colombia in 1981. He is an Electronics Engi
 neer from the University of Antioquia (2004). From 2004 to 2009 he was work
 ing for a telco company in Medellín, Colombia. In 2011 he finished the MSc.
  degree in Telecommunications from the Universidad de Antioquia. In 2015 he
  finished the PhD in Computer Science in a double degree program between th
 e University of Erlangen (Germany) and the University of Antioquia (Colombi
 a). Currently Juan Rafael Orozco-Arroyave is an Associate Professor at the 
 University of Antioquia and adjunct researcher at the Pattern Recognition L
 ab at the University of Erlangen.\n\n\n\nWe invite you to join this Webinar
 s.\n\nMeeting link: https://unilu.webex.com/unilu/j.php?MTID=m321de1741e567
 0737950863dd1982d5a\n\nSee more at: acc.uni.lu/ai4health
LOCATION:Online via WebEx
DTSTAMP:20210127T125733Z
DTSTART:20210127T150000Z
DTEND:20210127T163000Z
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