PRESS RELEASE – Stratipath, a global leader in AI-based precision diagnostic solutions, today announced that its AI software for prognostic risk stratification of breast cancers, Stratipath Breast, is now CE-IVD marked. This paves the way for clinical implementation in the European Union. Based on the analysis of digital histopathology whole slide images, stained with haematoxylin and eosin (H&E) the software provides novel decision support to clinicians and enables precision medicine for more patients.
Stratipath Breast is the first EU regulatory compliant solution for risk stratification of breast cancer using AI-based precision diagnostics to analyse cancer tissue, and enabling identification of patients with increased risk of disease progression.
In contrast to traditional molecular tests, AI-based risk stratification enables faster turnaround times for results, provides new information at the point of diagnosis and reduces the need for expensive molecular testing, allowing for wider use and benefit to more patients.
βStratipath Breast offers a faster and cheaper alternative to molecular assays, allowing more patients to have access to precision diagnostics. By using Stratipath Breast, clinicians can diagnose with support from prognostic information, while reducing laboratory time and costs,β says Johan Hartman, professor in pathology at Karolinska Institutet, Stockholm, and co-founder of Stratipath.
Histological tumour grade is a strong prognostic indicator of breast cancer. Grading of invasive breast cancer is performed on all invasive breast cancers based on morphological assessment, according to the Nottingham Histologic Grade (NHG), resulting in the low- to high-risk categories NHG 1, 2 or 3. But currently, more than 50% of all breast cancer patients are categorised as of intermediate risk (i.e NHG 2), which provides little clinical utility for treatment decision-making. The consequential over- and undertreatment of patients with early breast cancer has become one of the main challenges for treating physicians, and the clinical decisions are often dependent on expensive molecular assays that are not accessible to the majority of patients.
Using deep learning, Stratipath Breast enables cancer detection and classification of intermediate risk tumours into low- and high-risk groups, based on grade-related tumour morphology. The stratification comes from a rigorous scientific development process and validation using multi-source real-world datasets, comprising histopathology images and associated clinical outcome data.
The system measures risk-associated morphological patterns locally in the image and aggregates this information across the analysed tissue area to establish whether the tumour belongs to the high- or low-risk group. Results from Stratipath Breast provide prognostic information and are intended to be used as a decision support tool, together with other clinical and pathological information.
Stratipath Breast provides an optimal workflow through integration with leading digital pathology solutions. It can also be used on its own, via the Stratipath customer web portal. Access to Stratipath Breast will be provided as a Software as a Service solution, by a subscription or pay as you use model.
About Stratipath
Stratipath is a spin-out from Karolinska Institutet in Stockholm, Sweden, bringing pioneering research in AI and precision medicine into clinical use. The company was founded in 2019 by Johan Hartman, M.D., PhD, Mattias Rantalainen, PhD and Fredrik Wetterhall with a mission to radically improve cancer treatment decisions and patient outcomes. Stratipath offers an AI precision diagnostic solution for healthcare and can offer an accelerated path for pharma and biotech companies to identify patients most likely to benefit from novel therapies.
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Π‘ΡΠ°Π²ΡΡΠ΅ Π½Π° ΠΏΠΎΠ±Π΅Π΄Ρ Ρ Π½Π°ΡΠΈΠΌΠΈ ΠΈΠ³ΡΠ°ΠΌΠΈ, ΠΈ ΡΡΠ°Π½ΡΡΠ΅ Π½Π°ΡΡΠΎΡΡΠΈΠΌ ΠΌΠ°ΡΡΠ΅ΡΠΎΠΌ Π°Π·Π°ΡΡΠ°.
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ΠΠ³ΡΠ°ΠΉΡΠ΅ Π² ΡΠ²Π»Π΅ΠΊΠ°ΡΠ΅Π»ΡΠ½ΡΠ΅ ΠΈΠ³ΡΡ Ρ Π²ΡΡΠΎΠΊΠΈΠΌΠΈ ΠΊΠΎΡΡΡΠΈΡΠΈΠ΅Π½ΡΠ°ΠΌΠΈ Π²ΡΠΈΠ³ΡΡΡΠ°, ΠΈ ΠΏΠΎΡΡΠ²ΡΡΠ²ΡΠΉΡΠ΅ ΡΠ΅Π±Ρ Π½Π°ΡΡΠΎΡΡΠΈΠΌ ΡΠ΅ΠΌΠΏΠΈΠΎΠ½ΠΎΠΌ.
ΠΠ°ΡΠ»Π°Π΄ΠΈΡΠ΅ΡΡ ΠΈΠ³ΡΠΎΠ²ΡΠΌ ΠΏΡΠΎΡΠ΅ΡΡΠΎΠΌ Π²ΠΌΠ΅ΡΡΠ΅ Ρ ΠΈΠ³ΡΠΎΠΊΠ°ΠΌΠΈ ΡΠΎ Π²ΡΠ΅Ρ ΡΠ³ΠΎΠ»ΠΊΠΎΠ² ΠΏΠ»Π°Π½Π΅ΡΡ, ΠΈ Π΄ΠΎΠΊΠ°ΠΆΠΈΡΠ΅ ΡΠ²ΠΎΠ΅ ΠΏΡΠ΅Π²ΠΎΡΡ ΠΎΠ΄ΡΡΠ²ΠΎ.
ΠΠΎΠ»ΡΡΠΈΡΠ΅ Π±ΠΎΠ½ΡΡΡ ΠΈ ΠΏΡΠΈΠ·Ρ Π·Π° Π°ΠΊΡΠΈΠ²Π½ΡΡ ΠΈΠ³ΡΡ, ΠΊΠΎΡΠΎΡΡΠ΅ ΡΠ²Π΅Π»ΠΈΡΠ°Ρ Π²Π°ΡΠΈ ΡΠ°Π½ΡΡ Π½Π° ΠΏΠΎΠ±Π΅Π΄Ρ.
ΠΡΡΡΠΈΡΠ΅ Π°Π·Π°ΡΡ Π² ΠΊΠ°ΠΆΠ΄ΠΎΠΉ ΠΈΠ³ΡΠ΅ ΠΊΠ°Π·ΠΈΠ½ΠΎ ΠΎΠ½Π»Π°ΠΉΠ½, ΠΈ Π½Π°ΡΠ»Π°ΠΆΠ΄Π°ΠΉΡΠ΅ΡΡ Π±Π΅ΡΠΊΠΎΠ½Π΅ΡΠ½ΡΠΌΠΈ Π²ΠΎΠ·ΠΌΠΎΠΆΠ½ΠΎΡΡΡΠΌΠΈ.
Π‘ΡΠ°Π½ΡΡΠ΅ ΡΠ°ΡΡΡΡ ΠΊΠ°Π·ΠΈΠ½ΠΎ ΠΎΠ½Π»Π°ΠΉΠ½ ΠΈ ΠΏΠΎΠ»ΡΡΠΈΡΠ΅ Π΄ΠΎΡΡΡΠΏ ΠΊ ΡΠΊΡΠΊΠ»ΡΠ·ΠΈΠ²Π½ΡΠΌ ΠΈΠ³ΡΠ°ΠΌ, Ρ ΠΌΠΈΠ½ΠΈΠΌΡΠΌ Π·Π°ΡΡΠ°Ρ Π²ΡΠ΅ΠΌΠ΅Π½ΠΈ ΠΈ ΡΡΠΈΠ»ΠΈΠΉ.
ΠΊΠ°Π·ΠΈΠ½ΠΎ ΠΎΠ½Π»Π°ΠΉΠ½ ΠΎΠ½Π»Π°ΠΉΠ½ ΠΊΠ°Π·ΠΈΠ½ΠΎ Π±Π΅Π»Π°ΡΡΡΡ .
ΠΡΠ±ΠΎΡ Π½ΠΎΠΌΠ΅Ρ ΠΎΠ΄ΠΈΠ½ – Π½Π°ΡΡΠΆΠ½ΡΠ΅ ΠΏΠΎΡΠΎΠ»ΠΊΠΈ Π² ΠΠ΅ΡΠ΅ΡΠ±ΡΡΠ³Π΅|ΠΡΠ³ΠΎΠ΄Π½ΠΎΠ΅ ΠΏΡΠ΅Π΄Π»ΠΎΠΆΠ΅Π½ΠΈΠ΅ Π½Π° Π½Π°ΡΡΠΆΠ½ΡΠ΅ ΠΏΠΎΡΠΎΠ»ΠΊΠΈ Π² ΠΠ΅ΡΠ΅ΡΠ±ΡΡΠ³Π΅|ΠΡΡΡΠΈΠ΅ ΡΠΏΠ΅ΡΠΈΠ°Π»ΠΈΡΡΡ ΠΏΠΎ Π½Π°ΡΡΠΆΠ½ΡΠΌ ΠΏΠΎΡΠΎΠ»ΠΊΠ°ΠΌ Π² ΠΠ΅ΡΠ΅ΡΠ±ΡΡΠ³Π΅|Π¨ΠΈΡΠΎΠΊΠΈΠΉ Π²ΡΠ±ΠΎΡ Π½Π°ΡΡΠΆΠ½ΡΡ ΠΏΠΎΡΠΎΠ»ΠΊΠΎΠ² Π² Π‘ΠΠ±|ΠΠΎΠ΄Π±ΠΎΡ Π½Π°ΡΡΠΆΠ½ΡΡ ΠΏΠΎΡΠΎΠ»ΠΊΠΎΠ² Π² Π‘Π°Π½ΠΊΡ-ΠΠ΅ΡΠ΅ΡΠ±ΡΡΠ³Π΅: Π»ΡΡΡΠΈΠ΅ ΡΠ΅ΠΊΠΎΠΌΠ΅Π½Π΄Π°ΡΠΈΠΈ|ΠΠ°ΡΡΠΆΠ½ΡΠ΅ ΠΏΠΎΡΠΎΠ»ΠΊΠΈ Π² ΠΠ΅ΡΠ΅ΡΠ±ΡΡΠ³Π΅ Π΄Π»Ρ Π²Π°ΡΠ΅Π³ΠΎ ΡΡΡΠ°|ΠΠ½ΡΠ΅ΡΡΠ΅ΡΠ½ΡΠ΅ ΡΠ΅ΡΠ΅Π½ΠΈΡ Ρ Π½Π°ΡΡΠΆΠ½ΡΠΌΠΈ ΠΏΠΎΡΠΎΠ»ΠΊΠ°ΠΌΠΈ Π² ΠΠ΅ΡΠ΅ΡΠ±ΡΡΠ³Π΅|ΠΡΠ°ΡΠΎΡΠ° ΠΈ ΠΏΡΠ°ΠΊΡΠΈΡΠ½ΠΎΡΡΡ Ρ Π½Π°ΡΡΠΆΠ½ΡΠΌΠΈ ΠΏΠΎΡΠΎΠ»ΠΊΠ°ΠΌΠΈ Π² Π‘Π°Π½ΠΊΡ-ΠΠ΅ΡΠ΅ΡΠ±ΡΡΠ³Π΅|ΠΠ°ΡΡΠΆΠ½ΡΠ΅ ΠΏΠΎΡΠΎΠ»ΠΊΠΈ Π² Π‘ΠΠ±: Π³Π°ΡΠ°Π½ΡΠΈΡΠΎΠ²Π°Π½Π½ΠΎΠ΅ ΠΊΠ°ΡΠ΅ΡΡΠ²ΠΎ ΠΈ Π½Π°Π΄Π΅ΠΆΠ½ΠΎΡΡΡ|ΠΠ½Π½ΠΎΠ²Π°ΡΠΈΠΎΠ½Π½ΡΠ΅ ΡΠ΅Ρ Π½ΠΎΠ»ΠΎΠ³ΠΈΠΈ Π΄Π»Ρ Π½Π°ΡΡΠΆΠ½ΡΡ ΠΏΠΎΡΠΎΠ»ΠΊΠΎΠ² Π² Π‘ΠΠ±|ΠΡΡΠ΅ΠΊΡΠΈΠ²Π½ΠΎΠ΅ ΠΌΠΎΠ½ΡΠ°ΠΆ Π½Π°ΡΡΠΆΠ½ΡΡ ΠΏΠΎΡΠΎΠ»ΠΊΠΎΠ² Π² ΠΠ΅ΡΠ΅ΡΠ±ΡΡΠ³Π΅|Π‘ΠΎΠ²Π΅ΡΡΠ΅Π½ΡΡΠ²ΠΎ Ρ Π½Π°ΡΡΠΆΠ½ΡΠΌΠΈ ΠΏΠΎΡΠΎΠ»ΠΊΠ°ΠΌΠΈ Π² Π‘Π°Π½ΠΊΡ-ΠΠ΅ΡΠ΅ΡΠ±ΡΡΠ³Π΅|ΠΠΎΠ΄Π½ΡΠ΅ ΡΡΠ΅Π½Π΄Ρ Π² ΠΌΠΈΡΠ΅ Π½Π°ΡΡΠΆΠ½ΡΡ ΠΏΠΎΡΠΎΠ»ΠΊΠΎΠ²: Π‘ΠΠ±|ΠΡΡΡΠΈΠ΅ ΡΠ΅Π½Ρ Π½Π° Π½Π°ΡΡΠΆΠ½ΡΠ΅ ΠΏΠΎΡΠΎΠ»ΠΊΠΈ Π² Π‘ΠΠ±|ΠΠ°ΡΡΠΆΠ½ΡΠ΅ ΠΏΠΎΡΠΎΠ»ΠΊΠΈ Π² Π‘ΠΠ±: Π²ΡΠ±ΠΎΡ ΡΠΎΠ²ΡΠ΅ΠΌΠ΅Π½Π½ΡΡ Π»ΡΠ΄Π΅ΠΉ|Π£Π½ΠΈΠΊΠ°Π»ΡΠ½ΡΠ΅ ΡΠ΅ΡΠ΅Π½ΠΈΡ Π² ΠΎΠ±Π»Π°ΡΡΠΈ Π½Π°ΡΡΠΆΠ½ΡΡ ΠΏΠΎΡΠΎΠ»ΠΊΠΎΠ² Π² Π‘Π°Π½ΠΊΡ-ΠΠ΅ΡΠ΅ΡΠ±ΡΡΠ³Π΅|ΠΠΎΠΌΡΠΎΡΡ ΠΈ ΡΡΡΠ΅ΡΠΈΠΊΠ° Ρ Π½Π°ΡΡΠΆΠ½ΡΠΌΠΈ ΠΏΠΎΡΠΎΠ»ΠΊΠ°ΠΌΠΈ Π² Π‘Π°Π½ΠΊΡ-ΠΠ΅ΡΠ΅ΡΠ±ΡΡΠ³Π΅|ΠΡΠΎΡΠ΅ΡΡΠΈΠΎΠ½Π°Π»ΡΠ½ΡΠΉ ΠΏΠΎΠ΄Ρ ΠΎΠ΄ ΠΊ Π²ΡΠ±ΠΎΡΡ ΠΈ ΡΡΡΠ°Π½ΠΎΠ²ΠΊΠ΅ Π½Π°ΡΡΠΆΠ½ΡΡ ΠΏΠΎΡΠΎΠ»ΠΊΠΎΠ² Π² Π‘Π°Π½ΠΊΡ-ΠΠ΅ΡΠ΅ΡΠ±ΡΡΠ³Π΅|ΠΠ½Π΄ΠΈΠ²ΠΈΠ΄ΡΠ°Π»ΡΠ½ΡΠΉ ΠΏΠΎΠ΄Ρ ΠΎΠ΄ ΠΊ ΠΊΠ°ΠΆΠ΄ΠΎΠΌΡ ΠΊΠ»ΠΈΠ΅Π½ΡΡ: Π½Π°ΡΡΠΆΠ½ΡΠ΅ ΠΏΠΎΡΠΎΠ»ΠΊΠΈ Π² Π‘ΠΠ±|ΠΡΠ΅ΠΈΠΌΡΡΠ΅ΡΡΠ²Π° Π½Π°ΡΡΠΆΠ½ΡΡ ΠΏΠΎΡΠΎΠ»ΠΊΠΎΠ² Π² Π‘ΠΠ±|ΠΠ½Π½ΠΎΠ²Π°ΡΠΈΠΎΠ½Π½ΡΠ΅ ΠΌΠ°ΡΠ΅ΡΠΈΠ°Π»Ρ Π΄Π»Ρ Π½Π°ΡΡΠΆΠ½ΡΡ ΠΏΠΎΡΠΎΠ»ΠΊΠΎΠ² Π² ΠΠ΅ΡΠ΅ΡΠ±ΡΡΠ³Π΅|ΠΡΠ΅ΠΌΠΈΠ°Π»ΡΠ½ΡΠΉ ΡΠ΅ΡΠ²ΠΈΡ ΠΏΠΎ ΡΡΡΠ°Π½ΠΎΠ²ΠΊΠ΅ Π½Π°ΡΡΠΆΠ½ΡΡ ΠΏΠΎΡΠΎΠ»ΠΊΠΎΠ² Π² Π‘ΠΠ±|Π‘ΠΎΠ²ΡΠ΅ΠΌΠ΅Π½Π½ΡΠ΅ ΡΡΠ΅Π½Π΄Ρ Π² ΡΠΎΠ·Π΄Π°Π½ΠΈΠΈ ΠΏΠΎΡΠΎΠ»ΠΊΠΎΠ²: Π½Π°ΡΡΠΆΠ½ΡΠ΅ ΠΏΠΎΡΠΎΠ»ΠΊΠΈ Π² Π‘Π°Π½ΠΊΡ-ΠΠ΅ΡΠ΅ΡΠ±ΡΡΠ³Π΅|ΠΠΎΠΌΠΏΡ
ΠΌΠΎΠ½ΡΠ°ΠΆ Π½Π°ΡΡΠΆΠ½ΡΡ ΠΏΠΎΡΠΎΠ»ΠΊΠΎΠ² ΡΠ΅Π½Π° Π·Π° ΠΌ2 https://potolki-spb-1.ru/ .
Way cool! Some very valid points! I appreciate you penning this write-up and also the rest of the website is really good.
You really make it seem so easy with your presentation but
I find this topic to be actually something which I think
I would never understand. It seems too complicated and extremely
broad for me. I am looking forward for your next post, I’ll try
to get the hang of it!
ΠΠΎΠΏΡΠΎΠ±ΡΠΉΡΠ΅ ΡΠ²ΠΎΡ ΡΠ΄Π°ΡΡ Π² Π»ΡΡΡΠΈΡ ΠΎΠ½Π»Π°ΠΉΠ½ ΠΊΠ°Π·ΠΈΠ½ΠΎ, Π³Π΄Π΅ Π²ΠΎΠ·ΠΌΠΎΠΆΠ½ΠΎΡΡΠΈ Π±Π΅ΡΠΊΠΎΠ½Π΅ΡΠ½Ρ.
ΠΠ³ΡΠ°ΠΉΡΠ΅ ΠΈ Π²ΡΠΈΠ³ΡΡΠ²Π°ΠΉΡΠ΅ Π²ΠΌΠ΅ΡΡΠ΅ Ρ Π½Π°ΠΌΠΈ, ΠΈ ΠΎΡΡΡΠΈΡΠ΅ Π°ΡΠΌΠΎΡΡΠ΅ΡΡ Π°Π·Π°ΡΡΠ° ΠΈ Π²ΠΎΠ»Π½Π΅Π½ΠΈΡ.
Π‘Π΄Π΅Π»Π°ΠΉΡΠ΅ ΡΠ²ΠΎΠΉ Π²ΡΠ±ΠΎΡ Π² ΠΏΠΎΠ»ΡΠ·Ρ ΠΊΠ°Π·ΠΈΠ½ΠΎ ΠΎΠ½Π»Π°ΠΉΠ½, ΠΈ Π½Π°ΡΠ½ΠΈΡΠ΅ ΠΈΠ³ΡΠ°ΡΡ ΡΠΆΠ΅ ΡΠ΅Π³ΠΎΠ΄Π½Ρ.
ΠΠ³ΡΠ°ΠΉΡΠ΅ ΠΈ ΠΏΠΎΠ±Π΅ΠΆΠ΄Π°ΠΉΡΠ΅ Π² ΡΠ΅ΠΆΠΈΠΌΠ΅ ΠΆΠΈΠ²ΠΎΠ³ΠΎ ΠΊΠ°Π·ΠΈΠ½ΠΎ, Π½Π΅ ΠΏΠΎΠΊΠΈΠ΄Π°Ρ ΡΠ²ΠΎΠ΅Π³ΠΎ ΡΡΡΠ½ΠΎΠ³ΠΎ ΠΊΡΠ΅ΡΠ»Π°.
ΠΡΠΈΠ³ΡΡΠ²Π°ΠΉΡΠ΅ ΠΊΡΡΠΏΠ½ΡΠ΅ ΡΡΠΌΠΌΡ ΠΏΡΠΈ ΠΏΠΎΠΌΠΎΡΠΈ Π½Π°ΡΠΈΡ ΠΈΠ³Ρ, ΠΈ ΡΡΠ°Π½ΡΡΠ΅ Π½Π°ΡΡΠΎΡΡΠΈΠΌ ΠΌΠ°ΡΡΠ΅ΡΠΎΠΌ Π°Π·Π°ΡΡΠ°.
ΠΠΎΠΌΠΌΡΠ½ΠΈΡΠΈΡΡΠΉΡΠ΅ ΠΈ ΡΠΎΡΠ΅Π²Π½ΡΠΉΡΠ΅ΡΡ Ρ ΠΈΠ³ΡΠΎΠΊΠ°ΠΌΠΈ ΡΠΎ Π²ΡΠ΅Π³ΠΎ ΠΌΠΈΡΠ°, ΠΈ ΠΏΠΎΠΊΠ°ΠΆΠΈΡΠ΅ ΡΠ²ΠΎΠΈ Π»ΡΡΡΠΈΠ΅ ΡΠ΅Π·ΡΠ»ΡΡΠ°ΡΡ.
ΠΠ³ΡΠ°ΠΉΡΠ΅ ΠΈ Π²ΡΠΈΠ³ΡΡΠ²Π°ΠΉΡΠ΅, ΠΏΠΎΠ»ΡΡΠ°Ρ ΡΠ΅Π΄ΡΡΠ΅ Π±ΠΎΠ½ΡΡΡ, ΠΊΠΎΡΠΎΡΡΠ΅ ΡΠ΄Π΅Π»Π°ΡΡ Π²Π°ΡΡ ΠΈΠ³ΡΡ Π΅ΡΠ΅ Π±ΠΎΠ»Π΅Π΅ ΡΠ²Π»Π΅ΠΊΠ°ΡΠ΅Π»ΡΠ½ΠΎΠΉ.
ΠΠ³ΡΠ°ΠΉΡΠ΅ ΠΈ Π½Π°ΡΠ»Π°ΠΆΠ΄Π°ΠΉΡΠ΅ΡΡ Π°Π·Π°ΡΡΠΎΠΌ Π² ΠΊΠ°ΠΆΠ΄ΠΎΠΉ ΡΡΠ°Π²ΠΊΠ΅, ΠΈ ΠΏΠΎΠ³ΡΡΠ·ΠΈΡΠ΅ΡΡ Π² ΠΌΠΈΡ Π±Π΅ΡΠΊΠΎΠ½Π΅ΡΠ½ΡΡ ΠΏΠ΅ΡΡΠΏΠ΅ΠΊΡΠΈΠ².
ΠΠ³ΡΠ°ΠΉΡΠ΅ Π² ΠΈΠ³ΡΡ, Π½Π΅Π΄ΠΎΡΡΡΠΏΠ½ΡΠ΅ Π³Π΄Π΅-Π»ΠΈΠ±ΠΎ Π΅ΡΠ΅, ΡΠ΄Π΅Π»Π°Π² Π²ΡΠ΅Π³ΠΎ Π½Π΅ΡΠΊΠΎΠ»ΡΠΊΠΎ ΠΊΠ»ΠΈΠΊΠΎΠ² ΠΌΡΡΠΈ.
ΠΊΠ°Π·ΠΈΠ½ΠΎ ΠΎΠ½Π»Π°ΠΉΠ½ Π±Π΅Π»Π°ΡΡΡΡ ΠΊΠ°Π·ΠΈΠ½ΠΎ ΠΎΠ½Π»Π°ΠΉΠ½ .
If you are going for best contents like I do, only go to see this web site all the
time because it provides quality contents, thanks
ΠΠΎΠΏΡΠΎΠ±ΡΠΉΡΠ΅ ΡΠ²ΠΎΡ ΡΠ΄Π°ΡΡ Π² Π»ΡΡΡΠΈΡ ΠΎΠ½Π»Π°ΠΉΠ½ ΠΊΠ°Π·ΠΈΠ½ΠΎ, Π³Π΄Π΅ ΡΡΠ°Π²ΠΊΠΈ Π²ΡΡΠΎΠΊΠΈ.
ΠΠ³ΡΠ°ΠΉΡΠ΅ ΠΈ Π²ΡΠΈΠ³ΡΡΠ²Π°ΠΉΡΠ΅ Π²ΠΌΠ΅ΡΡΠ΅ Ρ Π½Π°ΠΌΠΈ, ΠΈ ΠΏΠΎΠ»ΡΡΠΈΡΠ΅ Π½Π΅Π·Π°Π±ΡΠ²Π°Π΅ΠΌΡΠ΅ Π²ΠΏΠ΅ΡΠ°ΡΠ»Π΅Π½ΠΈΡ.
Π‘Π΄Π΅Π»Π°ΠΉΡΠ΅ ΡΠ²ΠΎΠΉ Π²ΡΠ±ΠΎΡ Π² ΠΏΠΎΠ»ΡΠ·Ρ ΠΊΠ°Π·ΠΈΠ½ΠΎ ΠΎΠ½Π»Π°ΠΉΠ½, ΠΈ Π½Π°ΡΠ½ΠΈΡΠ΅ ΠΈΠ³ΡΠ°ΡΡ ΡΠΆΠ΅ ΡΠ΅Π³ΠΎΠ΄Π½Ρ.
ΠΠΎΡΡΠ²ΡΡΠ²ΡΠΉΡΠ΅ Π°ΡΠΌΠΎΡΡΠ΅ΡΡ Π½Π°ΡΡΠΎΡΡΠ΅Π³ΠΎ ΠΊΠ°Π·ΠΈΠ½ΠΎ Π² ΡΠ΅ΠΆΠΈΠΌΠ΅ ΠΎΠ½Π»Π°ΠΉΠ½, Π½Π΅ ΡΡΠ°ΡΡ Π²ΡΠ΅ΠΌΡ Π½Π° ΠΏΠΎΠ΅Π·Π΄ΠΊΠΈ.
ΠΠ³ΡΠ°ΠΉΡΠ΅ Π² ΡΠ²Π»Π΅ΠΊΠ°ΡΠ΅Π»ΡΠ½ΡΠ΅ ΠΈΠ³ΡΡ Ρ Π²ΡΡΠΎΠΊΠΈΠΌΠΈ ΠΊΠΎΡΡΡΠΈΡΠΈΠ΅Π½ΡΠ°ΠΌΠΈ Π²ΡΠΈΠ³ΡΡΡΠ°, ΠΈ ΡΡΠ°Π½ΡΡΠ΅ Π½Π°ΡΡΠΎΡΡΠΈΠΌ ΠΌΠ°ΡΡΠ΅ΡΠΎΠΌ Π°Π·Π°ΡΡΠ°.
ΠΠ°ΡΠ»Π°Π΄ΠΈΡΠ΅ΡΡ ΠΈΠ³ΡΠΎΠ²ΡΠΌ ΠΏΡΠΎΡΠ΅ΡΡΠΎΠΌ Π²ΠΌΠ΅ΡΡΠ΅ Ρ ΠΈΠ³ΡΠΎΠΊΠ°ΠΌΠΈ ΡΠΎ Π²ΡΠ΅Ρ ΡΠ³ΠΎΠ»ΠΊΠΎΠ² ΠΏΠ»Π°Π½Π΅ΡΡ, ΠΈ ΡΡΠ°Π½ΡΡΠ΅ Π»ΡΡΡΠΈΠΌ ΠΈΠ· Π»ΡΡΡΠΈΡ .
ΠΠ³ΡΠ°ΠΉΡΠ΅ ΠΈ Π²ΡΠΈΠ³ΡΡΠ²Π°ΠΉΡΠ΅, ΠΏΠΎΠ»ΡΡΠ°Ρ ΡΠ΅Π΄ΡΡΠ΅ Π±ΠΎΠ½ΡΡΡ, ΠΊΠΎΡΠΎΡΡΠ΅ ΡΠ²Π΅Π»ΠΈΡΠ°Ρ Π²Π°ΡΠΈ ΡΠ°Π½ΡΡ Π½Π° ΠΏΠΎΠ±Π΅Π΄Ρ.
ΠΠ³ΡΠ°ΠΉΡΠ΅ ΠΈ Π½Π°ΡΠ»Π°ΠΆΠ΄Π°ΠΉΡΠ΅ΡΡ Π°Π·Π°ΡΡΠΎΠΌ Π² ΠΊΠ°ΠΆΠ΄ΠΎΠΉ ΡΡΠ°Π²ΠΊΠ΅, ΠΈ ΠΏΠΎΠ³ΡΡΠ·ΠΈΡΠ΅ΡΡ Π² ΠΌΠΈΡ Π±Π΅ΡΠΊΠΎΠ½Π΅ΡΠ½ΡΡ ΠΏΠ΅ΡΡΠΏΠ΅ΠΊΡΠΈΠ².
ΠΠΎΠ»ΡΡΠΈΡΠ΅ Π΄ΠΎΡΡΡΠΏ ΠΊ ΡΠ½ΠΈΠΊΠ°Π»ΡΠ½ΡΠΌ ΠΈΠ³ΡΠ°ΠΌ ΠΈ Π²ΡΠΈΠ³ΡΡΠ²Π°ΠΉΡΠ΅ ΠΊΡΡΠΏΠ½ΡΠ΅ ΡΡΠΌΠΌΡ, ΡΠ΄Π΅Π»Π°Π² Π²ΡΠ΅Π³ΠΎ Π½Π΅ΡΠΊΠΎΠ»ΡΠΊΠΎ ΠΊΠ»ΠΈΠΊΠΎΠ² ΠΌΡΡΠΈ.
ΠΊΠ°Π·ΠΈΠ½ΠΎ ΠΎΠ½Π»Π°ΠΉΠ½ ΠΎΠ½Π»Π°ΠΉΠ½ ΠΊΠ°Π·ΠΈΠ½ΠΎ Π±Π΅Π»Π°ΡΡΡΡ .
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ΠΡΠΊΠ°ΡΠΊΠ° ΠΊΠ°Π½Π°Π»ΠΈΠ·Π°ΡΠΈΠΈ Π² Π‘Π»ΡΡΠΊΠ΅, Π±ΡΡΡΡΠΎ.
ΠΠΏΠ΅ΡΠ°ΡΠΈΠ²Π½Π°Ρ ΠΎΡΠΊΠ°ΡΠΊΠ° ΠΊΠ°Π½Π°Π»ΠΈΠ·Π°ΡΠΈΠΈ Π² Π‘Π»ΡΡΠΊΠ΅, ΠΏΠΎ Π²ΡΠ³ΠΎΠ΄Π½ΠΎΠΉ ΡΠ΅Π½Π΅.
ΠΠ°Π±ΡΠ΄ΡΡΠ΅ ΠΎ ΠΏΡΠΎΠ±Π»Π΅ΠΌΠ°Ρ Ρ ΠΊΠ°Π½Π°Π»ΠΈΠ·Π°ΡΠΈΠ΅ΠΉ Π² Π‘Π»ΡΡΠΊΠ΅, ΠΏΠΎ Π΄ΠΎΡΡΡΠΏΠ½ΠΎΠΉ ΡΡΠΎΠΈΠΌΠΎΡΡΠΈ.
ΠΡΡΠ΅ΠΊΡΠΈΠ²Π½Π°Ρ ΠΎΡΠΊΠ°ΡΠΊΠ° ΠΊΠ°Π½Π°Π»ΠΈΠ·Π°ΡΠΈΠΈ Π² Π‘Π»ΡΡΠΊΠ΅, Ρ ΠΎΠΏΠ΅ΡΠ°ΡΠΈΠ²Π½ΡΠΌ Π²ΡΠ΅Π·Π΄ΠΎΠΌ.
Π‘Π»ΡΠΆΠ±Π° ΠΎΡΠΊΠ°ΡΠΊΠΈ ΠΊΠ°Π½Π°Π»ΠΈΠ·Π°ΡΠΈΠΈ Π² Π‘Π»ΡΡΠΊΠ΅: ΠΎΠΏΠ΅ΡΠ°ΡΠΈΠ²Π½ΠΎΠ΅ ΡΠ΅ΡΠ΅Π½ΠΈΠ΅ ΠΏΡΠΎΠ±Π»Π΅ΠΌ, ΠΏΠΎ Π΄ΠΎΡΡΡΠΏΠ½ΠΎΠΉ ΡΠ΅Π½Π΅.
ΠΠΏΠ΅ΡΠ°ΡΠΈΠ²Π½Π°Ρ ΠΎΡΠΊΠ°ΡΠΊΠ° ΠΊΠ°Π½Π°Π»ΠΈΠ·Π°ΡΠΈΠΈ Π² Π‘Π»ΡΡΠΊΠ΅: ΠΊΡΡΠ³Π»ΠΎΡΡΡΠΎΡΠ½ΠΎ, Ρ Π³Π°ΡΠ°Π½ΡΠΈΠ΅ΠΉ ΠΊΠ°ΡΠ΅ΡΡΠ²Π°.
ΠΠ°ΠΊΠ°ΠΆΠΈΡΠ΅ ΠΎΡΠΊΠ°ΡΠΊΡ ΠΊΠ°Π½Π°Π»ΠΈΠ·Π°ΡΠΈΠΈ Π² Π‘Π»ΡΡΠΊΠ΅ Ρ ΠΏΡΠΎΡΠ΅ΡΡΠΈΠΎΠ½Π°Π»ΠΎΠ², ΠΏΠΎ Π²ΡΠ³ΠΎΠ΄Π½ΠΎΠΉ ΡΡΠΎΠΈΠΌΠΎΡΡΠΈ.
ΠΡΠΊΠ°ΡΠΊΠ° ΠΊΠ°Π½Π°Π»ΠΈΠ·Π°ΡΠΈΠΈ Π² Π‘Π»ΡΡΠΊΠ΅: Π²ΡΠ·ΠΎΠ²ΠΈΡΠ΅ ΡΠΏΠ΅ΡΠΈΠ°Π»ΠΈΡΡΠΎΠ², ΠΏΠΎ Π΄ΠΎΡΡΡΠΏΠ½ΠΎΠΉ ΡΠ΅Π½Π΅.
ΠΡΡΠ΅ΠΊΡΠΈΠ²Π½Π°Ρ ΠΎΡΠΊΠ°ΡΠΊΠ° ΠΊΠ°Π½Π°Π»ΠΈΠ·Π°ΡΠΈΠΈ Π² Π‘Π»ΡΡΠΊΠ΅, Ρ ΠΈΡΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°Π½ΠΈΠ΅ΠΌ ΡΠΎΠ²ΡΠ΅ΠΌΠ΅Π½Π½ΠΎΠ³ΠΎ ΠΎΠ±ΠΎΡΡΠ΄ΠΎΠ²Π°Π½ΠΈΡ.
ΠΎΡΠΊΠ°ΡΠΊΠ° ΡΡΠ°Π»Π΅ΡΠΎΠ² Π‘Π»ΡΡΠΊ ΠΎΡΠΊΠ°ΡΠΊΠ° ΠΊΠ°Π½Π°Π»ΠΈΠ·Π°ΡΠΈΠΈ Π‘Π»ΡΡΠΊ .
ΠΡΡΡΠΈΠ΅ ΡΠΎΠ²Π΅ΡΡ ΠΏΠΎ Π²ΡΠ±ΠΎΡΡ ΠΌΠ΅ΡΠ°Π»Π»ΠΈΡΠ΅ΡΠΊΠΎΠΉ Π²Ρ ΠΎΠ΄Π½ΠΎΠΉ Π΄Π²Π΅ΡΠΈ, ΠΊΠΎΡΠΎΡΠ°Ρ ΠΏΡΠΎΡΠ»ΡΠΆΠΈΡ Π΄ΠΎΠ»Π³ΠΈΠ΅ Π³ΠΎΠ΄Ρ.
ΠΡΡΡΠΈΠ΅ ΠΌΠ°Π³Π°Π·ΠΈΠ½Ρ Ρ ΡΠΈΡΠΎΠΊΠΈΠΌ Π²ΡΠ±ΠΎΡΠΎΠΌ Π²Ρ ΠΎΠ΄Π½ΡΡ ΠΌΠ΅ΡΠ°Π»Π»ΠΈΡΠ΅ΡΠΊΠΈΡ Π΄Π²Π΅ΡΠ΅ΠΉ.
Π§ΡΠΎ ΡΡΠ΅ΡΡΡ ΠΏΡΠΈ Π²ΡΠ±ΠΎΡΠ΅ Π²Ρ ΠΎΠ΄Π½ΠΎΠΉ ΠΌΠ΅ΡΠ°Π»Π»ΠΈΡΠ΅ΡΠΊΠΎΠΉ Π΄Π²Π΅ΡΠΈ.
ΠΡΠ΅ΠΈΠΌΡΡΠ΅ΡΡΠ²Π° ΠΌΠ΅ΡΠ°Π»Π»ΠΈΡΠ΅ΡΠΊΠΈΡ Π²Ρ ΠΎΠ΄Π½ΡΡ Π΄Π²Π΅ΡΠ΅ΠΉ ΠΏΠ΅ΡΠ΅Π΄ Π΄ΡΡΠ³ΠΈΠΌΠΈ Π²ΠΈΠ΄Π°ΠΌΠΈ.
Π΄Π²Π΅ΡΠΈ Π²Ρ ΠΎΠ΄Π½ΡΠ΅ ΠΌΠ΅ΡΠ°Π»Π»ΠΈΡΠ΅ΡΠΊΠΈΠ΅ ΠΌΠΎΡΠΊΠ²Π° Π΄Π²Π΅ΡΠΈ Π²Ρ ΠΎΠ΄Π½ΡΠ΅ ΠΌΠ΅ΡΠ°Π»Π»ΠΈΡΠ΅ΡΠΊΠΈΠ΅ ΠΌΠΎΡΠΊΠ²Π° .
ΠΠ°ΠΊ Π²ΡΠ±ΡΠ°ΡΡ ΠΌΠ΅ΠΆΠ΄Ρ Π΄Π²Π΅ΡΡΡ ΠΎΠ΄Π½ΠΎΠ³ΠΎ Π±ΡΠ΅Π½Π΄Π° ΠΈ Π΄Π²Π΅ΡΡΡ Π΄ΡΡΠ³ΠΎΠ³ΠΎ.
ΠΠ°ΠΊ Π²ΡΠ±ΡΠ°ΡΡ ΠΈΠ΄Π΅Π°Π»ΡΠ½ΡΡ Π²Ρ ΠΎΠ΄Π½ΡΡ ΠΌΠ΅ΡΠ°Π»Π»ΠΈΡΠ΅ΡΠΊΡΡ Π΄Π²Π΅ΡΡ, ΠΈΠ΄Π΅Π°Π»ΡΠ½ΠΎ Π²ΠΏΠΈΡΠ΅ΡΡΡ Π² ΠΈΠ½ΡΠ΅ΡΡΠ΅Ρ.
ΠΠ΄Π΅ ΠΊΡΠΏΠΈΡΡ Π½Π°Π΄Π΅ΠΆΠ½ΡΡ Π²Ρ ΠΎΠ΄Π½ΡΡ ΠΌΠ΅ΡΠ°Π»Π»ΠΈΡΠ΅ΡΠΊΡΡ Π΄Π²Π΅ΡΡ ΠΏΠΎ Π²ΡΠ³ΠΎΠ΄Π½ΠΎΠΉ ΡΠ΅Π½Π΅.
Π§ΡΠΎ ΡΡΠ΅ΡΡΡ ΠΏΡΠΈ Π²ΡΠ±ΠΎΡΠ΅ Π²Ρ ΠΎΠ΄Π½ΠΎΠΉ ΠΌΠ΅ΡΠ°Π»Π»ΠΈΡΠ΅ΡΠΊΠΎΠΉ Π΄Π²Π΅ΡΠΈ.
5 ΠΎΡΠ½ΠΎΠ²Π½ΡΡ ΠΏΡΠΈΡΠΈΠ½ ΠΊΡΠΏΠΈΡΡ ΠΌΠ΅ΡΠ°Π»Π»ΠΈΡΠ΅ΡΠΊΡΡ Π²Ρ ΠΎΠ΄Π½ΡΡ Π΄Π²Π΅ΡΡ.
Π΄Π²Π΅ΡΠΈ Π²Ρ ΠΎΠ΄Π½ΡΠ΅ ΠΌΠ΅ΡΠ°Π»Π»ΠΈΡΠ΅ΡΠΊΠΈΠ΅ ΠΌΠΎΡΠΊΠ²Π° Π΄Π²Π΅ΡΠΈ Π²Ρ ΠΎΠ΄Π½ΡΠ΅ ΠΌΠ΅ΡΠ°Π»Π»ΠΈΡΠ΅ΡΠΊΠΈΠ΅ ΠΌΠΎΡΠΊΠ²Π° .
Π ΡΠ΅ΠΌ ΠΎΡΠ»ΠΈΡΠΈΡ Π²Ρ ΠΎΠ΄Π½ΡΡ ΠΌΠ΅ΡΠ°Π»Π»ΠΈΡΠ΅ΡΠΊΠΈΡ Π΄Π²Π΅ΡΠ΅ΠΉ ΡΠ°Π·Π½ΡΡ ΠΏΡΠΎΠΈΠ·Π²ΠΎΠ΄ΠΈΡΠ΅Π»Π΅ΠΉ.