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Segmentacja regionów mózgu
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ISBN10: 6207482530
ISBN13: 9786207482535
Publisher: Wydawnictwo Nasza Wiedza
Published: May 13 2025
Pages: 68
Weight: 0.23
Height: 0.16 Width: 6.00 Depth: 9.00
Language: Polish
ISBN13: 9786207482535
Publisher: Wydawnictwo Nasza Wiedza
Published: May 13 2025
Pages: 68
Weight: 0.23
Height: 0.16 Width: 6.00 Depth: 9.00
Language: Polish
Ta książka bada kluczową dziedzinę segmentacji regionów mózgu, która jest kamieniem węgielnym dokladnej analizy i diagnostyki MRI. Odkryj, w jaki sposób najnowocześniejsze badania, zaimplementowane w potężnym środowisku MATLAB, wykorzystują techniki uczenia maszynowego i glębokiego uczenia, w tym konwolucyjne sieci neuronowe (CNN). Zobacz przelomową innowację polegającą na integracji filtrowania metodą ważonych najmniejszych kwadratów (WLS) z segmentacją semantyczną, przesuwając granice dokladności i minimalizując średni bląd kwadratowy (MSE). Zanurz się w dziedzinie badań o ogromnym potencjale, oferując bezcenne spostrzeżenia naukowcom i badaczom na calym świecie. Książka ta jest obowiązkową lekturą dla badaczy zajmujących się obrazowaniem medycznym i neuronauką, studentów i profesjonalistów w dziedzinie wizji komputerowej i uczenia maszynowego oraz wszystkich zainteresowanych poszerzaniem granic analizy mózgu. Poznaj przyszlośc segmentacji obszarów mózgu.
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