BME_lecture2

BME_lecture2

1st - 5th Grade

10 Qs

quiz-placeholder

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BME_lecture2

BME_lecture2

Assessment

Quiz

Computers

1st - 5th Grade

Medium

Created by

Klaster Technology

Used 48+ times

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10 questions

Show all answers

1.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is NOT one of the challenges in AI medical images?

Doctors can easily make annotation for large scale dataset

Noisy labels from multiple experts

Privacy and legal issues

Class imbalance

2.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is NOT the classic medical imaging problem?

Registration

Classification

Segmentation

Federated learning

3.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Example of uni-modal registration?

Cardiac MRI

T1w-T2w MRI

CT-MRI

MRI-Ultrasound

4.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

One of the SOTA networks for medical image segmentation?

SE-ResNet

U-Net (and its variants)

Inception-Net

Mobile-Net

5.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

A technique to transfer knowledge from pre-trained model (from large scale natural images) to be used for medical images

Curriculum learning

Federated learning

Transfer learning

Multi-modal learning

6.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the benefit of domain adaptation in medical images?

Increase the domain shift

Reducing the domain generalization

Transfer knowledge from pre-trained model from large scale natural images

Improve the performance of a target model with insufficient or lack of annotated data

7.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which one does NOT require manually annotated labels?

Ensemble learning

Supervised learning

Self-supervised learning

Multi-modal learning

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