Explainable artificial intelligence (XAI) in biomedicine: Making AI decisions trustworthy for physicians and patients
J Lötsch, D Kringel, A Ultsch - BioMedInformatics, 2021 - mdpi.com
The use of artificial intelligence (AI) systems in biomedical and clinical settings can disrupt
the traditional doctor–patient relationship, which is based on trust and transparency in …
the traditional doctor–patient relationship, which is based on trust and transparency in …
Multilingual conversational systems to drive the collection of patient-reported outcomes and integration into clinical workflows
Patient-reported outcomes (PROs) and their use in the clinical workflow can improve cancer
survivors' outcomes and quality of life. However, there are several challenges regarding …
survivors' outcomes and quality of life. However, there are several challenges regarding …
Domain adaptation speech-to-text for low-resource European portuguese using deep learning
Automatic speech recognition (ASR), commonly known as speech-to-text, is the process of
transcribing audio recordings into text, ie, transforming speech into the respective sequence …
transcribing audio recordings into text, ie, transforming speech into the respective sequence …
Multilingual Framework for Risk Assessment and Symptom Tracking (MRAST)
V Šafran, S Lin, J Nateqi, AG Martin, U Smrke, U Ariöz… - Sensors, 2024 - mdpi.com
The importance and value of real-world data in healthcare cannot be overstated because it
offers a valuable source of insights into patient experiences. Traditional patient-reported …
offers a valuable source of insights into patient experiences. Traditional patient-reported …
Improving Text-Independent Forced Alignment to Support Speech-Language Pathologists with Phonetic Transcription
Y Li, BJ Wohlan, DS Pham, KY Chan, R Ward… - Sensors, 2023 - mdpi.com
Problem: Phonetic transcription is crucial in diagnosing speech sound disorders (SSDs) but
is susceptible to transcriber experience and perceptual bias. Current forced alignment (FA) …
is susceptible to transcriber experience and perceptual bias. Current forced alignment (FA) …
Evaluating novel speech transcription architectures on the spanish RTVE2020 database
This work presents three novel speech recognition architectures evaluated on the Spanish
RTVE2020 dataset, employed as the main evaluation set in the Albayzín S2T Transcription …
RTVE2020 dataset, employed as the main evaluation set in the Albayzín S2T Transcription …
Generalisation gap of keyword spotters in a cross-speaker low-resource scenario
Models for keyword spotting in continuous recordings can significantly improve the
experience of navigating vast libraries of audio recordings. In this paper, we describe the …
experience of navigating vast libraries of audio recordings. In this paper, we describe the …
BayesSpeech: A Bayesian Transformer Network for Automatic Speech Recognition
W Rieger - arXiv preprint arXiv:2301.11276, 2023 - arxiv.org
Recent developments using End-to-End Deep Learning models have been shown to have
near or better performance than state of the art Recurrent Neural Networks (RNNs) on …
near or better performance than state of the art Recurrent Neural Networks (RNNs) on …
Joint Audio Captioning Transformer and Stable Diffusion for Audio-to-Image
J Yu - … Technologies and Sustainable Society: Proceedings of …, 2024 - books.google.com
In the present society where artificial intelligence (AI) is all over the place, there is a growing
trend in using AI for innovative applications in various academic and industrial fields. This …
trend in using AI for innovative applications in various academic and industrial fields. This …
Joint Audio Captioning Transformer and Stable Diffusion for Audio-to-Image Generation
J Yu - IEEE International Conference on Advanced Infocomm …, 2023 - Springer
In the present society where artificial intelligence (AI) is all over the place, there is a growing
trend in using AI for innovative applications in various academic and industrial fields. This …
trend in using AI for innovative applications in various academic and industrial fields. This …