Artículos relacionados a Artificial Neural Network and Transfer Learning for...
Artificial Neural Network and Transfer Learning for Histology Images: Breast Cancer Classification using AI and TL - Tapa blanda
Sinopsis
In this book, comparison on performance of artificial neural network and transfer learning is made for classification of breast cancer into malignant and benign. First artificial neural network topology is design using three hidden layers used for feature extraction and after that softmax layer is used for prediction of cancer as malignant and benign. After that deep convolutional neural network transfer learning model is used where VGG19 which is pretrained model is used for feature extraction and after that dense layers are there which are used for final prediction. So the proposed model with transfer learning outperforms the artificial neural network model with overall accuracy of 98.4% and also beat previous convolutional neural network model. In future we can use other transfer learning models like Resnet50, InceptionV3 to increase further accuracy of the model.
"Sinopsis" puede pertenecer a otra edición de este libro.
Resultados de la búsqueda para Artificial Neural Network and Transfer Learning for...
Imagen del vendedor
Artificial Neural Network and Transfer Learning for Histology Images
Publicado por
LAP LAMBERT Academic Publishing Feb 2020, 2020
ISBN 10: 6200472548
ISBN 13: 9786200472540
Nuevo
Taschenbuch
Librería: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Alemania
Calificación del vendedor: 5 de 5 estrellas
Taschenbuch. Condición: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -In this book, comparison on performance of artificial neural network and transfer learning is made for classification of breast cancer into malignant and benign. First artificial neural network topology is design using three hidden layers used for feature extraction and after that softmax layer is used for prediction of cancer as malignant and benign. After that deep convolutional neural network transfer learning model is used where VGG19 which is pretrained model is used for feature extraction and after that dense layers are there which are used for final prediction. So the proposed model with transfer learning outperforms the artificial neural network model with overall accuracy of 98.4% and also beat previous convolutional neural network model. In future we can use other transfer learning models like Resnet50, InceptionV3 to increase further accuracy of the model. 88 pp. Englisch. Nº de ref. del artículo: 9786200472540
Comprar nuevo
EUR 39,90
Envío por EUR 23,00
Se envía de Alemania a Estados Unidos de America
Se envía de Alemania a Estados Unidos de America
Cantidad disponible: 2 disponibles
Imagen de archivo
Artificial Neural Network and Transfer Learning for Histology Images
Publicado por
LAP LAMBERT Academic Publishing, 2020
ISBN 10: 6200472548
ISBN 13: 9786200472540
Nuevo
Tapa blanda
Librería: Books Puddle, Woodside, NY, Estados Unidos de America
Calificación del vendedor: 4 de 5 estrellas
Condición: New. Nº de ref. del artículo: 26396033840
Comprar nuevo
EUR 67,05
Envío por EUR 3,58
Se envía dentro de Estados Unidos de America
Se envía dentro de Estados Unidos de America
Cantidad disponible: 4 disponibles
Imagen de archivo
Artificial Neural Network and Transfer Learning for Histology Images
Publicado por
LAP LAMBERT Academic Publishing, 2020
ISBN 10: 6200472548
ISBN 13: 9786200472540
Nuevo
Tapa blanda
Librería: Majestic Books, Hounslow, Reino Unido
Calificación del vendedor: 4 de 5 estrellas
Condición: New. Print on Demand. Nº de ref. del artículo: 401424623
Comprar nuevo
EUR 66,49
Envío por EUR 7,79
Se envía de Reino Unido a Estados Unidos de America
Se envía de Reino Unido a Estados Unidos de America
Cantidad disponible: 4 disponibles
Imagen de archivo
Artificial Neural Network and Transfer Learning for Histology Images
Publicado por
LAP LAMBERT Academic Publishing, 2020
ISBN 10: 6200472548
ISBN 13: 9786200472540
Nuevo
Tapa blanda
Librería: Biblios, Frankfurt am main, HESSE, Alemania
Calificación del vendedor: 4 de 5 estrellas
Condición: New. PRINT ON DEMAND. Nº de ref. del artículo: 18396033850
Comprar nuevo
EUR 67,21
Envío por EUR 9,95
Se envía de Alemania a Estados Unidos de America
Se envía de Alemania a Estados Unidos de America
Cantidad disponible: 4 disponibles
Imagen de archivo
Artificial Neural Network and Transfer Learning for Histology Images: Breast Cancer Classification using AI and TL
Publicado por
LAP LAMBERT Academic Publishing, 2020
ISBN 10: 6200472548
ISBN 13: 9786200472540
Nuevo
Paperback
Librería: Revaluation Books, Exeter, Reino Unido
Calificación del vendedor: 5 de 5 estrellas
Paperback. Condición: Brand New. 88 pages. 8.66x5.91x0.20 inches. In Stock. Nº de ref. del artículo: zk6200472548
Comprar nuevo
EUR 68,07
Envío por EUR 11,99
Se envía de Reino Unido a Estados Unidos de America
Se envía de Reino Unido a Estados Unidos de America
Cantidad disponible: 1 disponibles
Imagen del vendedor
Artificial Neural Network and Transfer Learning for Histology Images : Breast Cancer Classification using AI and TL
Publicado por
LAP LAMBERT Academic Publishing, 2020
ISBN 10: 6200472548
ISBN 13: 9786200472540
Nuevo
Taschenbuch
Librería: AHA-BUCH GmbH, Einbeck, Alemania
Calificación del vendedor: 5 de 5 estrellas
Taschenbuch. Condición: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - In this book, comparison on performance of artificial neural network and transfer learning is made for classification of breast cancer into malignant and benign. First artificial neural network topology is design using three hidden layers used for feature extraction and after that softmax layer is used for prediction of cancer as malignant and benign. After that deep convolutional neural network transfer learning model is used where VGG19 which is pretrained model is used for feature extraction and after that dense layers are there which are used for final prediction. So the proposed model with transfer learning outperforms the artificial neural network model with overall accuracy of 98.4% and also beat previous convolutional neural network model. In future we can use other transfer learning models like Resnet50, InceptionV3 to increase further accuracy of the model. Nº de ref. del artículo: 9786200472540
Comprar nuevo
EUR 45,66
Envío por EUR 35,00
Se envía de Alemania a Estados Unidos de America
Se envía de Alemania a Estados Unidos de America
Cantidad disponible: 1 disponibles
Imagen del vendedor
Artificial Neural Network and Transfer Learning for Histology Images
Publicado por
LAP LAMBERT Academic Publishing, 2020
ISBN 10: 6200472548
ISBN 13: 9786200472540
Nuevo
Tapa blanda
Librería: moluna, Greven, Alemania
Calificación del vendedor: 5 de 5 estrellas
Condición: New. Nº de ref. del artículo: 385891982
Comprar nuevo
EUR 34,25
Envío por EUR 48,99
Se envía de Alemania a Estados Unidos de America
Se envía de Alemania a Estados Unidos de America
Cantidad disponible: Más de 20 disponibles
Imagen del vendedor
Artificial Neural Network and Transfer Learning for Histology Images
Publicado por
LAP LAMBERT Academic Publishing Feb 2020, 2020
ISBN 10: 6200472548
ISBN 13: 9786200472540
Nuevo
Taschenbuch
Librería: buchversandmimpf2000, Emtmannsberg, BAYE, Alemania
Calificación del vendedor: 5 de 5 estrellas
Taschenbuch. Condición: Neu. This item is printed on demand - Print on Demand Titel. Neuware -In this book, comparison on performance of artificial neural network and transfer learning is made for classification of breast cancer into malignant and benign. First artificial neural network topology is design using three hidden layers used for feature extraction and after that softmax layer is used for prediction of cancer as malignant and benign. After that deep convolutional neural network transfer learning model is used where VGG19 which is pretrained model is used for feature extraction and after that dense layers are there which are used for final prediction. So the proposed model with transfer learning outperforms the artificial neural network model with overall accuracy of 98.4% and also beat previous convolutional neural network model. In future we can use other transfer learning models like Resnet50, InceptionV3 to increase further accuracy of the model.VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 88 pp. Englisch. Nº de ref. del artículo: 9786200472540
Comprar nuevo
EUR 39,90
Envío por EUR 60,00
Se envía de Alemania a Estados Unidos de America
Se envía de Alemania a Estados Unidos de America
Cantidad disponible: 1 disponibles
Imagen del vendedor
Artificial Neural Network and Transfer Learning for Histology Images | Breast Cancer Classification using AI and TL
Publicado por
LAP LAMBERT Academic Publishing, 2020
ISBN 10: 6200472548
ISBN 13: 9786200472540
Nuevo
Taschenbuch
Librería: preigu, Osnabrück, Alemania
Calificación del vendedor: 5 de 5 estrellas
Taschenbuch. Condición: Neu. Artificial Neural Network and Transfer Learning for Histology Images | Breast Cancer Classification using AI and TL | Gagan Deep (u. a.) | Taschenbuch | 88 S. | Englisch | 2020 | LAP LAMBERT Academic Publishing | EAN 9786200472540 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu. Nº de ref. del artículo: 118052208
Comprar nuevo
EUR 36,60
Envío por EUR 70,00
Se envía de Alemania a Estados Unidos de America
Se envía de Alemania a Estados Unidos de America
Cantidad disponible: 5 disponibles