MAS/DAS/CAS Artificial Intelligence in Diagnostic Medical ...

sitem-insel School for Translational Medicine and Biomedical Entrepreneurship

Artificial Intelligence in Diagnostic Medical Systems

MAS/DAS/CAS

2 MAS/DAS/CAS Artificial Intelligence in Diagnostic Medical Systems 2021/2022

Index

sitem-insel School 03

The study program 05

Certificate of Advanced Studies 06

Diploma of Advanced Studies 08

Master of Advanced Studies 10

Testimonial 12

Admission and Requirements 14

Contact 15

3MAS/DAS/CAS Artificial Intelligence in Diagnostic Medical Systems 2021/2022

Connecting the Best MindsThe ambitious association between the University of Bern and sitem-insel AG connects with other experts in the field of translational medicine, life science and artificial intelligence in a clinical environment, providing you with admission to an excellent network.

Teachers and supervisors of this study program are clinicians and medical doctors with high expertise, researchers and scientists from universities and clinics. In addition, you gain access to hightech facilities and services.

Our programs are targeted at graduates and profes-sionals who would like to advance their expertise and contribute to the success of implementing artificial intelligence into the clinical workflow and be at the front of machine learning development.

University of Bern and sitem-insel AG, in a unique collaboration, offer conti-nuing education programs to address unmet professional needs in the medi-cal industry and to elevate expertise in the knowledge transfer from scienti-fic and medical needs. With the Artificial Intelligence in Diagnostic Medical Systems study course, sitem-insel School provides medical doctors with the necessary skills to take on a leading role in the artificial intelligence-driven transformation of medicine.

sitem-insel SchoolConnecting the best minds.


Learning EnvironmentAll study programs are conceptualized as extra-occu-pational programs that can be reconciled with professional work. The program is taught in a blended learning environment and utilises e-learning, peer learning and interactive discussions with experts, guest lecturers, workshops and case studies.

Through a custome-designed approach and individua-lized support, you can expect large flexibility naviga-ting your studies with your professional and private life.

Small class sizes allow for large flexibility while at the same time permitting participants to closely profit from the teachers and supervisors expertise.

Public SymposiumEach year, the study program starts with a public symposium in September, where experts are invited world-wide to provide an overview of the current trends and share their insight on specific topics in individual presentations and a roundtable discussion.

University of BernLocated in Switzerland's capital and part of the UNESCO world heritage, the University of Bern is inter-nationally recognised and can trace its roots back to 1528. The University of Bern provides a high quality infrastructure, while sitem-insel AG is located close to the Inselspital - the university hospital.

Switzerland is one of the most important research nations in the world. Become part of the medical future.


The study program

The main objectives of the Artificial Intelligence in Diagnostic Medical Systems study programs are to equip medical doctors with the necessary skills to take a leading role in the AI driven transformation of medicine. The content and layout of the programs were developed for medical professionals and provides them with the necessary knowledge and skills to translate medical problems to data science problems and become familiar with the current concepts and applications for diagnostic technologies.

On a higher level, the participants will be taught about the translational process of a concept for an artificial intelligence technology and its introduction into the clinical workflow.

Master, Diploma and Certificate of Advanced StudiesThe study program is divided into eight different courses, therefore allowing to specialise according to your own professional background and desired career path.

Due to its modular-designed structure, you are further able to change inbetween courses and persue a higher degree.

Upon successful completion, you will gain a MAS, DAS or CAS of the University of Bern, an international accredited degree.


Certificate of Advanced StudiesThe study programme offers two Certificate of Advanced Studies CAS degrees. While the successful CAS Artificial Intelligence in Medical Imaging is going into its third year, the CAS Artificial Intelligence Technologies in Healthcare is a new addition.

Both study programmes are aimed at medical professionals who are interested in learning the basic skills to understand and apply the potential of artificial intelli-gence in patient care.

CAS Artificial Intelligence in Medical ImagingThis degree provides participants with the necessary knowledge and tools to translate medical problems to data science problems and learn the fundamental concepts of artificial intelligence, and how to assess and judge the feasability and aedaquacy of proposed artificial intelligence solutions.

CAS Artificial Intelligence Technologies in HealthcareHere, participants learn the basic knowledge how to implement artificial intelligence technologies into the clinic workflow. You will also get familiar with current concepts and applications for diagnostic technologies.


CAS Artificial Intelligence in Medical Imaging

— Module 1 - Artificial intelligence Project — Module 2 - Statistics and Programming — Module 3 - Fundamentals in artificial intelligence — Module 4 - Applied artificial intelligence in Medical Imaging — Module 5 - Applications of artificial intelligence — Module 6 - Ethical and legal aspects — CAS Thesis

CAS Artificial Intelligence Technologies in Healthcare

— Module 1 - Clinical artificial intelligence project — Module 2 - Introduction artificial intelligence in diagnostic systems — Module 3 - Artificial intelligence technologies in patient care — Module 4 - Data handling in clinical workflow — CAS Thesis


Diplomaof Advanced StudiesAll three Diploma of Advanced Studies DAS degrees are build upon the two CAS and differentiate in your chosen focus. They not only provide the necessary knowledge to application of artificial intelligence to a specific problem or into the clinical workflow, but teach how to translate it into practice.

DAS Artificial Intelligence in in Diagnostic Medical SystemsThis degree is build on the two CAS Artificial Intelligence study programmes and connects the content from both ends together, essentially building the bridge between development and integration.

DAS Artificial Intelligence Techniques for Dia-gnostic Medical SystemsWith focus on techniques, the DAS AI Techniques DMS covers the necessary skills of analysing a problem and develop a solution with artificial intelligence within the enviornment of diagnosis.

DAS Artificial Intelligence Translational Diagno-stic Medical SystemsHere, the degree contains the fundamentals of arti-ficial intelligence and basic programming know-ledge, with a strong emphasis on the integration and deployment into a clinical workflow and thus translating development into patient care.


DAS Artificial Intelligence in in Diagnostic Medical Systems CAS Artificial Intelligence in Medical Imaging

— Module 1 - Artificial intelligence Project — Module 2 - Statistics and Programming — Module 3 - Fundamentals in Artificial Intelligence — Module 4 - Applied artificial intelligence in Medical Imaging — Module 5 - Applications of artificial intelligence — Module 6 - Ethical and legal aspects

CAS Artificial Intelligence Technologies in Healthcare — Module 1 - Clinical artificial intelligence project — Module 2 - Introduction artificial intelligence in diagnostic systems — Module 3 - Artificial intelligence technologies in patient care — Module 4 - Data handling in clinical workflow — DAS Thesis

DAS Artificial Intelligence Techniques for Diagnostic Medical Systems

CAS Artificial Intelligence in Medical Imaging — Module 1 - Artificial intelligence Project — Module 2 - Statistics and Programming — Module 3 - Fundamentals in artificial intelligence — Module 4 - Applied artificial intelligence in Medical Imaging — Module 5 - Applications of artificial intelligence — Module 6 - Ethical and legal aspects

CAS Artificial Intelligence Technologies in Healthcare — Module 2 - Introduction artificial intelligence in diagnostic systems — Electives — DAS Thesis

DAS Artificial Intelligence Translational Diagnostic Medical Systems

CAS Artificial Intelligence in Medical Imaging — Module 2 - Statistics and Programming — Module 3 - Fundamentals in artificial intelligence

CAS Artificial Intelligence Technologies in Healthcare — Module 1 - Clinical artificial intelligence project — Module 2 - Introduction artificial intelligence in diagnostic systems — Module 3 - Artificial intelligence technologies in patient care — Module 4 - Data handling in clinical workflow — Electives — DAS Thesis


Masterof Advanced StudiesThe Master of Advanced Studies MAS builds the bridge from the early stages of recognising and defining an artificial intelligence problem, to the assessment of how artificial intelligence is suitable to provide a solution, application of methods and proposal of strategies on how to integrate artificial intelligence into the clinical workflow. These degrees will give you the knowledge, skills and confidence to actively take on a role on implementing artificial intelligence in medical imaging and diagnostic medical systems within your environment.

Further covered are ethical, legal and IP related considerations within the strategy, and data protection.

We offer three degrees on the level of Master of Advan-ced Studies. They core modules are the same as the corresponding Diploma of Advanced Studies, however you will gain more expertise from additional electives. Based on your chosen electives and the topic of your Master thesis, the MAS allows you to fine tune your studies to your professional work environment and desired career path.

MAS Artificial Intelligencein Diagnostic Medical Systems

MAS Artificial Intelligence Techniques for Diagnostic Medical Systems.

MAS Artificial Intelligence Translational Diagnostic Medical Systems


For the module content, please refer to the Diploma of Advanced Studies on page 11.

Electives

Machine learning focus

— Data modelling — Data wrangling*

— Data visualisation — Deep networks*

— Interpretability and explainability — NLP*

Translational medicine focus

These electives are selected modules from our highly successful MAS Translational Medicine and Biomedical Entrepreneurship and MAS Medical Device Regulatory Affairs and Quality Assurance study programs.

— Management (MAS TMBE Module 6) — Intelectual Property (MAS TMBE Module 3) — Regulatory (MAS TMBE Module 4) — Clinical Trials (MAS TMBE Module 5) — Clinical Evaluation for Medical Doctors (MAS MDRQ Module 7) — Digital, Software & Cybersecurity (MAS MDRQ Module 8)

*In collaboration with the Mathematical Institute, University of Bern


As a neuroradiologist and researcher, I consider Deep Learning an essential future technology. The CAS program focuses on both the basics of AI as well as several hands-on exercises, including an individual thesis project, under the guidance of renowned researchers in the field. It was therefore very appea-ling to me. The introduction to fast AI and different application examples was something I enjoyed in particular. I can wholeheartedly recommend this course to anybody interested in AI.

Dr. Benedikt WiestlerDept. of Neuroradiology, TUM University Hospital

Testimonial



Applications are accepted throughout the year until 31 August or until all available places are filled.

RequirementsRequired is a completed study program in medicine, professional experiences as a medical doctor and basic knowledge in the handling of medical image data sets. Admission sur Dossier by the study commission is possible.

FeesCertificate of Advanced Studies CHF 9 800.–Diploma of Advanced Studies CHF 23 100.–Master of Advanced Studies CHF 31 500.–Payment in installments is possible.

Additional InformationThe study program starts in September 2021 and is designed for a duration of two to three semesters. The course language is English. On-sight classes are held at sitem-insel, the Swiss Institute for Translational and Entrepreneurial Medicine in Bern, Switzerland. E-learning courses may be performed at home. In case of University closures due to Covid-19, planned on-sight lessons will be held in virtual classrooms.

Participants will be registered at the University of Bern. Upon successful registra-tion, the participants will get a campus account. MAS students will receive a Unicard and have access to sports, childcare and counselling facilities offered by the University of Bern.

PartnersThe study program CAS Artificial Intelligence in Medical Imaging is jointly organized with Inselspital, the Bern University Hospital. Faculty includes professionals from research and development, from industry, as well as medical practitioners.

Admission


Contact

Whether you are yet to decide, are already set on your choice, or have a general inquiry - we welcome you to contact us anytime. We understand the importance of continuing education and help you to make sure we are your right choice.

Point of contact

Dr. Pascale AnderleDeputy Director and Head of [email protected]

Dr. Rafaela da SilvaScientific [email protected]

Ivan SantosEducation Program [email protected]

Jennifer FischerAdministration and [email protected]

Contact Details

sitem-insel AGc/o sitem-insel SchoolFreiburgstrasse 83010 BernSwitzerland

Mail [email protected] +41 (0)31 664 64 00Web www.sitem-insel.ch/schoolSocial @sitemcenter


sitem-insel AG

c/o sitem-insel School

Freiburgstrasse 3

3010 Bern

Phone +41 (0)31 664 64 00

[email protected]

MAS/DAS/CAS Artificial Intelligence in Diagnostic Medical ...

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