Contributor

Author: Rahul Dawar
Email: rdawar2@illinois.edu
NetID: rdawar2

Paper and Dataset Links

Paper: https://arxiv.org/abs/2505.01199
Dataset: https://huggingface.co/datasets/tsnngw/CaReSound
Model: https://huggingface.co/tsnngw/CaReAQA

Type of contribution:

dataset+task

High-level description/ Overview

• Implemented the dataset and task to load CaReSound Dataset.
• Example of 1 row:
  {'patient_id': '101', 'visit_id': 'v_101', 'audio_path': '/Users/rahuld/Downloads/CaReAQA/datasets/ICBHI Respiratory Sound Dataset/ICBHI_final_database/101_1b1_Pr_sc_Meditron.wav', 'question': 'Were crackles heard in the anterior left chest location?', 'answer': 'No, crackles were not heard.', 'original_hf_split': 'train'}

Ablation/Example:

• Contains examples on how to use the dataset
• The (optional) ability to run the model (local setup required). Set generateModelAnswer = True to run the model from file CaReSoundDataset_CaReSoundAQA_CaReAQA.py

File guide listing:

• Dataset: caresound.py & caresound.yaml
• Tasks: `caresound_aqa.py)
• Ablation/Example: CaReSoundDataset_CaReSoundAQA_CaReAQA.py
• Test: test_caresound.py
• Docs: docs/api/datasets.rst, docs/api/datasets/pyhealth.datasets.CaReSoundDataset.rst, docs/api/tasks/pyhealth.tasks.CaReSoundAQA, docs/api/tasks.rst