Zobrazeno 1 - 10
of 76
pro vyhledávání: '"Del Amor, Rocío"'
Domain shift in the field of histopathological imaging is a common phenomenon due to the intra- and inter-hospital variability of staining and digitization protocols. The implementation of robust models, capable of creating generalized domains, repre
Externí odkaz:
http://arxiv.org/abs/2412.04260
Since the emergence of the ImageNet dataset, the pretraining and fine-tuning approach has become widely adopted in computer vision due to the ability of ImageNet-pretrained models to learn a wide variety of visual features. However, a significant cha
Externí odkaz:
http://arxiv.org/abs/2410.15886
Vision-language supervision has made remarkable strides in learning visual representations from textual guidance. In digital pathology, vision-language models (VLM), pre-trained on curated datasets of histological image-captions, have been adapted to
Externí odkaz:
http://arxiv.org/abs/2410.15881
Autor:
Gómez-Zaragozá, Lucía, del Amor, Rocío, Castro-Bleda, María José, Naranjo, Valery, Raya, Mariano Alcañiz, Marín-Morales, Javier
Spontaneous datasets for Speech Emotion Recognition (SER) are scarce and frequently derived from laboratory environments or staged scenarios, such as TV shows, limiting their application in real-world contexts. We developed and publicly released the
Externí odkaz:
http://arxiv.org/abs/2403.02167
Autor:
Zaragozá, Lucía Gómez, del Amor, Rocío, Vargas, Elena Parra, Naranjo, Valery, Raya, Mariano Alcañiz, Marín-Morales, Javier
Emotional Voice Messages (EMOVOME) is a spontaneous speech dataset containing 999 audio messages from real conversations on a messaging app from 100 Spanish speakers, gender balanced. Voice messages were produced in-the-wild conditions before partici
Externí odkaz:
http://arxiv.org/abs/2402.17496
The development of computer vision solutions for gigapixel images in digital pathology is hampered by significant computational limitations due to the large size of whole slide images. In particular, digitizing biopsies at high resolutions is a time-
Externí odkaz:
http://arxiv.org/abs/2401.06010
Autor:
Pulgarín-Ospina, Cristian Camilo, del Amor, Rocío, Colomera, Adrián, Silva-Rodríguez, Julio, Naranjo, Valery
Digital pathology has become a standard in the pathology workflow due to its many benefits. These include the level of detail of the whole slide images generated and the potential immediate sharing of cases between hospitals. Recent advances in deep
Externí odkaz:
http://arxiv.org/abs/2307.07525
Autor:
Iacucci, Marietta *, Santacroce, Giovanni, Zammarchi, Irene, Maeda, Yasuharu, Del Amor, Rocío, Meseguer, Pablo, Kolawole, Bisi Bode, Chaudhari, Ujwala, Di Sabatino, Antonio, Danese, Silvio, Mori, Yuichi, Grisan, Enrico, Naranjo, Valery, Ghosh, Subrata
Publikováno v:
In The Lancet Gastroenterology & Hepatology August 2024 9(8):758-772
Publikováno v:
In Artificial Intelligence In Medicine June 2024 152
Autor:
García, Gabriel, del Amor, Rocío, Colomer, Adrián, Verdú-Monedero, Rafael, Morales-Sánchez, Juan, Naranjo, Valery
Glaucoma is one of the leading causes of blindness worldwide and Optical Coherence Tomography (OCT) is the quintessential imaging technique for its detection. Unlike most of the state-of-the-art studies focused on glaucoma detection, in this paper, w
Externí odkaz:
http://arxiv.org/abs/2106.13551