1answer.
Ask question
Login Signup
Ask question
All categories
  • English
  • Mathematics
  • Social Studies
  • Business
  • History
  • Health
  • Geography
  • Biology
  • Physics
  • Chemistry
  • Computers and Technology
  • Arts
  • World Languages
  • Spanish
  • French
  • German
  • Advanced Placement (AP)
  • SAT
  • Medicine
  • Law
  • Engineering
tia_tia [17]
1 year ago
11

Mt-UcGAN: Multi-task uncertainty-constrained GAN for joint segmentation, quantification and uncertainty estimation of renal tumo

rs on CT
Biology
1 answer:
olga nikolaevna [1]1 year ago
8 0

Multi-task uncertainty-constrained GAN(Mt-UcGAN) for joint segmentation, quantification and uncertainty estimation of renal tumors on CT conclude that the integrated segmentation, quantification, and uncertainty estimate of renal tumors were initially proposed using a multi-task uncertainty-constrained generative adversarial network (Mt-UcGAN).

A novel adversarial technique with uncertainty limitations was put forth by us. Results from the experiment show that Mt-UcGAN can help with clinical tumor assessments.

Additionally, it can give medical professionals feedback on the validity of the findings, enabling them to undertake further visual reviews and revisions of the findings to raise the diagnostic accuracy.

The three main procedures for clinical tumor disease diagnosis are segmentation of renal tumor, measurement of tumor indices (i.e., center point coordinates, diameter, circumference, and cross-sectional area), and segmentation uncertainty estimation.

These tasks have, however, only ever been researched separately until now. It is quite difficult to describe two distinct tasks as a single optimization framework since segmentation and quantification tasks have separate optimization types.

In this study, we present a unified framework for the joint segmentation, quantification, and uncertainty estimate of renal malignancies on CT (Mt-UcGAN: Multi-task uncertainty-constrained GAN ).

Learn more about Renal tumors here brainly.com/question/28114108

#SPJ4

You might be interested in
the distance between jupiter and the sun is 5.2 au whats the diffrence in millions of kilometers? one au is about 150 million ki
Mrrafil [7]
I believe it would be 780 million km. 

5.2 AU times 150 million km.

hope this helps
3 0
3 years ago
Read 2 more answers
Two main ingredients in plant fertilizer are phosphorus and nitrogen. these elements are found in which classes of biomolecues?
masya89 [10]

<u>Nucleic Acid, and Protein</u> are the class of biomolecule which are the two main ingredients in plant fertilizer.

Biomolecules- A chemical substance that is present in living things is called a biomolecule. These consist mostly of substances with the chemical elements carbon, hydrogen, oxygen, nitrogen, sulfur, and phosphorus. The building blocks of life, biomolecules serve crucial roles in all living things.

Fertilizer- Any product or material given to soil to encourage plant development is referred to as fertilizer. There are many different types of fertilizers, and the majority of them include potassium, phosphorus, and nitrogen (N) (K). In actuality, the package of fertilizers bought in supermarkets lists the N-P-K ratio.

To know more about the Biomolecule, click on the below link,

brainly.com/question/5560087

#SPJ4

6 0
1 year ago
Why are chloroplasts absent in epidermal cells ?
const2013 [10]
<em>the function of epidermis is to protect the leaf
make it air tight 
prevent water loss as it is waxy
also it is transparent and allows all light to enter...
   chloroplast is required for carrying out process of photosynthesis...
    as epidermis is not specialized to carry out photosynthesis... so it does not have any chloroplast...</em>
6 0
3 years ago
Read 2 more answers
Diabetes is often suspected when glocose shows up in urine tests. Use the model to explain how glucose could be present in urine
DENIUS [597]

Answer:

Because the body would not properly digest sugars.

Explanation:

6 0
3 years ago
Read 2 more answers
Brian hamilton has , which is an inflammation of the tissues surrounding his elbow. this was caused by a sports injury.
KIM [24]
This is called bursitis specifically olecranon bursitis. Olecranon bursa in the elbow is a thin fluid filled sac at the tip of the elbow. The bursa fills with fluid which can lead into inflammation on the surrounding area of the elbow resulting in pain and limitations of movement. Complications can happen if medical attention is not given. This includes bleeding, bruising, infectins, necrotizing fasciitis can also happen. Patient must undergo work up such as plain x rays, bone scintigraphy or if needed MRI/CT scan. Surgical interventions are usually needed because non surgical means are usually non effective. Long term monitoring is a must and patient must be advised on prevention practices.
6 0
3 years ago
Other questions:
  • Which electromagnetic wave has wavelengths ranging from the size of a printed period to the length of a pen (1..*.10 È³ to 1..*.
    13·2 answers
  • What factor will most likely determine where a wave current project can be located
    11·2 answers
  • Can a dragon fly fly if it’s wings are soaked
    15·1 answer
  • Who is the first person to trace the characteristics of successive generations of a living thing?
    7·1 answer
  • 1.
    7·2 answers
  • A group of environmentalists were discussing the benefits and drawbacks associated with using fossil fuels. Which argument best
    5·2 answers
  • URGENT PLS HELP WILL MARK BRAINLIEST!!!!!!
    12·1 answer
  • Tugma Ng<br><br>Adhikain<br><br>Pighati<br><br>Kalasag<br><br>Pandemya<br><br>Magbuwis​
    11·1 answer
  • This question may be completed independently or as a group exercise. You have learned that humans have 46 total chromosomes, and
    10·1 answer
  • What are some living things and does it have composed of cells. I need 14 answers. What some nonliving thing and does it have co
    15·1 answer
Add answer
Login
Not registered? Fast signup
Signup
Login Signup
Ask question!