[robotics-worldwide] [jobs] 2 PhD positions in Autonomous Robotic Surgery
paolo.fiorini at univr.it
Sat May 27 03:22:31 PDT 2017
Applications are invited for two full time PhD students (3-year fully-funded positions) within the
ALTAIR Robotics Laboratory (https://urldefense.proofpoint.com/v2/url?u=http-3A__metropolis.scienze.univr.it_altair&d=DwIFaQ&c=clK7kQUTWtAVEOVIgvi0NU5BOUHhpN0H8p7CSfnc_gI&r=0w3solp5fswiyWF2RL6rSs8MCeFamFEPafDTOhgTfYI&m=IjzKe6ly1lKzL-_i43we8UaJGNaF7AmmmIYVHD2kOcE&s=gT_sauDzhj-rtVx-nHKWQArjV9UPbBTGE3UyMYn7bvo&e= ) of the University of Verona,
Italy (https://urldefense.proofpoint.com/v2/url?u=http-3A__www.univr.it&d=DwIFaQ&c=clK7kQUTWtAVEOVIgvi0NU5BOUHhpN0H8p7CSfnc_gI&r=0w3solp5fswiyWF2RL6rSs8MCeFamFEPafDTOhgTfYI&m=IjzKe6ly1lKzL-_i43we8UaJGNaF7AmmmIYVHD2kOcE&s=HWHSX_4ecdzhtgKscHpoT7UAPDsqEwo20ZkHE3Ap2lo&e= ) in the area of Autonomous Robotic Surgery, on these two specific topics:
1. Machine learning techniques to extract robotic surgery models from big clinical data sets.
2. Modeling, analysis and control of complex hybrid systems for high risk, high safety robotic surgery.
The two projects will investigate the structure and the actual evolution of real robot-assisted
interventions through the examination of a large data set of approximately 200 robotic surgeries of
different types. The first project should focus on data analysis and intervention model extraction
using the most appropriate techniques, should identify possible variants to nominal intervention
models and the reward functions optimized by the operating surgeons. The second project will take a
top down approach, starting from textbook description of surgical interventions and representing
them as complex hierarchical systems whose properties, including safety, should be formally
described. At the end of the projects, steps of the robot-assisted interventions should be
implemented on the da Vinci Research Kit (DVRK) of the Altair laboratory, which would execute them
Applicants should have a MSc/MEng (or equivalent) in Engineering or a related discipline. Applicants
must have a strong academic record in Computer Science, Mechanical or Control Engineering preferably
with relevant experience in big data analysis, control, integration and machine learning. The
successful candidate to the first position is expected to have a strong background in machine
learning, mathematical model development and robot control. The successful candidate to the second
position is expected to have a strong background in system theory, hybrid system control, and formal
property analysis. Both candidates must be able to work in a heterogeneous multi-disciplinary team,
and be able to test their results on the laboratory robots. The positions will start in October 2017.
Interested candidates should contact Paolo Fiorini (paolo.fiorini at univr.it) as early as possible,
AND SUBMIT THEIR APPLICATION TO THE UNIVERSITY OF VERONA NO LATER THAN JUNE 30th:
About ALTAIR and Verona: The ALTAIR laboratory is a laboratory of the Computer Science Department of
the University of Verona, specializing in service and medical robotics. The laboratory was started
17 years ago and has a staff of three professors, two post-doc researchers, eight PhD students, and
many Master's and Bachelor students. The PhD students will be enrolled as University of Verona
doctoral students. The University of Verona is a medium university with over 20,000 students. Verona
is conveniently located at the intersection of the Venice-Milan and Bologna-Brenner train lines,
easily reachable by car, train and plane from anywhere in Europe. The city is close to the lake of
Garda and the Alps and is famous for its monuments, spanning 2000 year history, and its summer opera
Preliminary, in person interviews will be possible next week during ICRA.
Prof. Paolo Fiorini, PhD
Department of Computer Science, University of Verona
Ca' Vignal 2 - Strada Le Grazie 15, 37134 VERONA - Italy
Ph: +39 045 802 7963 -- Fax: +39 045 802 7068
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