zea
Datasets
All datasets matching “zea”camus-sample
CAMUS Sample - 2-D Echocardiographic Ultrasound Dataset
This is a sample subset of the full CAMUS dataset, provided for demonstration and testing purposes. It contains 6 files (1 patient per split). For the full dataset (500 patients), see: zeahub/camus.
This dataset is a zea-format (HDF5) conversion of the
CAMUS
dataset for multi-structure segmentation in 2-D echocardiography.
Property
Value
Modality
2-D transthoracic echocardiography
Patients
500
Views… See the full description on the dataset page: https://huggingface.co/datasets/zeahub/camus-sample.echoxflow
EchoXFlow - 2-D B-mode Ultrasound Dataset
This dataset is a zea-format (HDF5) conversion of the EchoXFlow
2d_brightness_mode recordings, hosted at
zeahub/echoxflow.
Conversion
This dataset was converted to zea format and uploaded using the
zea data converter:
python -m zea.data.convert echoxflow <src> <dst>
Dataset structure
<exam_id>/
<recording_id>.hdf5
...
Each HDF5 file follows the zea data format.
camus
CAMUS - 2-D Echocardiographic Ultrasound Dataset
This dataset is a zea-format (HDF5) conversion of the
CAMUS
dataset for multi-structure segmentation in 2-D echocardiography.
Property
Value
Modality
2-D transthoracic echocardiography
Patients
500
Views
2-chamber (2CH) and 4-chamber (4CH) apical
Splits
train (1-400), val (401-450), test (451-500)
Conversion
This dataset was downloaded, converted to zea format, and uploaded using the
zea data… See the full description on the dataset page: https://huggingface.co/datasets/zeahub/camus.picmus
PICMUS - Plane-Wave Imaging Challenge in Medical UltraSound
This dataset is a zea-format (HDF5) conversion of the
PICMUS (IEEE IUS 2016)
challenge data for evaluating plane-wave image reconstruction quality.
Property
Value
Modality
2-D plane-wave ultrasound (IQ and RF)
Probe
Verasonics Vantage + L11-4v (128 elements, 5.208 MHz)
Partitions
Simulation, Experimental, In-vivo (carotid artery)
Data types
IQ (complex) and RF (real) channel data
Splits
simulation/… See the full description on the dataset page: https://huggingface.co/datasets/zeahub/picmus.zea-carotid-2023
TU/e Carotid 2023
Dataset Description
The dataset includes carotid artery scans from 10 subjects.
Each file includes 100 frames, at least one cardiac cycle.
The acquisition scheme it consists of 128 line scanning interleaved with 21 plane waves.
Included views:
Bifurcation cross section
Longitudinal bifurcation
Cross section 2cm from bifurcation
Cross section 1cm from bifurcation
Longitudinal section 2cm from bifurcation
Longitudinal section 1cm from bifurcation… See the full description on the dataset page: https://huggingface.co/datasets/zeahub/zea-carotid-2023.knesset-data
🇮🇱 נתוני הכנסת הפתוחה
מאגר נתונים פתוח של הכנסת — ישירות מה-API הרשמי, בפורמט JSONL מחולק לקבצים.
מקור: OData API של הכנסת
רישיון: CC-BY-SA-4.0
תחזוקה: זה עלינו
כל קובץ JSONL מכיל שורה אחת לכל רשומה, ממוין לפי Id.
🇮🇱 Knesset Open Data
Open dataset of the Israeli Knesset (parliament) — sourced directly from the official API, stored as partitioned JSONL files.
Source: Knesset OData API
License: CC-BY-SA-4.0
Maintained by: ZeAlenu
📊 Tables (44 total… See the full description on the dataset page: https://huggingface.co/datasets/ZeAlenu/knesset-data.