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Difference between revisions of "Digital Medical Ultrasound Imaging"

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'''(scroll down for open projects)'''
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'''(scroll down for open projects)'''  
  
 
[[File:Ultralight.jpg|thumb|300px|Ultrasound Imaging System]]
 
[[File:Ultralight.jpg|thumb|300px|Ultrasound Imaging System]]
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* LightABVS: a high-end ultrasound probe, evolution of LightProbe, which incorporates 192 channels and communicates with a host PC via two 100G Ethernet optical links
 
* LightABVS: a high-end ultrasound probe, evolution of LightProbe, which incorporates 192 channels and communicates with a host PC via two 100G Ethernet optical links
 
* TinyProbe: a reduced number of channels (32), compact, wireless probe for wearable applications
 
* TinyProbe: a reduced number of channels (32), compact, wireless probe for wearable applications
* ULP-probe: an ultra-low power (20mW) probe for long-term monitoring
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* ULP-probe: an ultra-low power (20mW) probe for long-term monitoring  
  
 
Ultrasound systems have two main challenges: the high data-rates produced by the frontend (which need to be processed and transported off-head), and the power/thermal constraints of such devices.  
 
Ultrasound systems have two main challenges: the high data-rates produced by the frontend (which need to be processed and transported off-head), and the power/thermal constraints of such devices.  
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* Implementation of processing subunits: Hardware design FPGA/ASIC (VHDL/HLS)
 
* Implementation of processing subunits: Hardware design FPGA/ASIC (VHDL/HLS)
 
* Programming of software functions: Microcontroller Programming / Processing system programming (C/C++/CUDA)
 
* Programming of software functions: Microcontroller Programming / Processing system programming (C/C++/CUDA)
* System level design: Hardware software interactions, multi FPGA system, high bandwidth links (VIVADO/IP/HW-SW Codesign)
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* System level design for hardware-software interactions, multi FPGA system, high bandwidth links (VIVADO/IP/HW-SW Codesign)
 
* Power/Thermal optimization: Modelling, Control, Task Scheduling (Matlab)
 
* Power/Thermal optimization: Modelling, Control, Task Scheduling (Matlab)
* Machine Learning (Python, FPGA)
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* Design of physiological experiments and data analyses (Python)
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* Machine Learning (Python, MCU, FPGA)
 
* Ultrasond imaging algorithm development/improvements/tailoring for implementation (Matlab)
 
* Ultrasond imaging algorithm development/improvements/tailoring for implementation (Matlab)
* PCB Design
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* Fusion of ultrasound with other biosignals: system, circuit, and algorithm design (Spice, Altium, Python)
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* PCB Design (Altium, Ansys SIwave)
  
 
If you are interested in any of the above topics, contact us.
 
If you are interested in any of the above topics, contact us.
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==Open Projects==
 
==Open Projects==
'''This is a fast-evolving project area. If you are interested in the topic and want to do something in the areas mentioned above (PCB, FPGA, embedded programming, machine learning), come to see us to discuss up-to-date project opportunities!'''  
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'''This is a fast-evolving project area. If you are interested in the topic and want to do something in the areas mentioned above, come to see us to discuss up-to-date project opportunities! Showing up with your own project ideas is also very appreciated.'''  
 
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==Contacts==
 
==Contacts==
 
If you are interested in the topic, please contact us:
 
If you are interested in the topic, please contact us:
[[:User:Vsergei|Sergei Vostrikov]], [[:User:Cosandre|Andrea Cossettini]]
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[[:User:Vsergei|Sergei Vostrikov]], [[:User:Cosandre|Dr. Andrea Cossettini]]

Revision as of 14:27, 13 September 2022

(scroll down for open projects)

Ultrasound Imaging System
Digital ultrasound probe
Ultra-low power Ultrasound

At IIS, we are exploring the next generation of medical ultrasound imaging systems:

  • LightProbe: a programmable ultrasound transducer head, which incorporates the entire analog frontend and directly outputs the captured digital samples. This allows the LightProbe to be directly connected to any commodity hardware (phone, tablet, workstation) for post-processing over a standard digital link as simple as a standard peripheral, like a camera.
  • LightABVS: a high-end ultrasound probe, evolution of LightProbe, which incorporates 192 channels and communicates with a host PC via two 100G Ethernet optical links
  • TinyProbe: a reduced number of channels (32), compact, wireless probe for wearable applications
  • ULP-probe: an ultra-low power (20mW) probe for long-term monitoring

Ultrasound systems have two main challenges: the high data-rates produced by the frontend (which need to be processed and transported off-head), and the power/thermal constraints of such devices.


This is an ongoing project at our lab and we are looking for motivated students to contribute on the following topics:

  • Implementation of processing subunits: Hardware design FPGA/ASIC (VHDL/HLS)
  • Programming of software functions: Microcontroller Programming / Processing system programming (C/C++/CUDA)
  • System level design for hardware-software interactions, multi FPGA system, high bandwidth links (VIVADO/IP/HW-SW Codesign)
  • Power/Thermal optimization: Modelling, Control, Task Scheduling (Matlab)
  • Design of physiological experiments and data analyses (Python)
  • Machine Learning (Python, MCU, FPGA)
  • Ultrasond imaging algorithm development/improvements/tailoring for implementation (Matlab)
  • Fusion of ultrasound with other biosignals: system, circuit, and algorithm design (Spice, Altium, Python)
  • PCB Design (Altium, Ansys SIwave)

If you are interested in any of the above topics, contact us.

Highlights of Past Projects

Open Projects

This is a fast-evolving project area. If you are interested in the topic and want to do something in the areas mentioned above, come to see us to discuss up-to-date project opportunities! Showing up with your own project ideas is also very appreciated.


Projects in Progress


Completed Projects


Contacts

If you are interested in the topic, please contact us: Sergei Vostrikov, Dr. Andrea Cossettini