From 393795d9a7b347ba1a74b4a7b4a1c6246fd4df6d Mon Sep 17 00:00:00 2001 From: Daniela Schacherer Date: Mon, 27 Oct 2025 19:09:38 +0100 Subject: [PATCH 01/13] Created using Colab --- .../pathomics/BMDeep_collection_snippet.ipynb | 1482 +++++++++++++++++ 1 file changed, 1482 insertions(+) create mode 100644 notebooks/pathomics/BMDeep_collection_snippet.ipynb diff --git a/notebooks/pathomics/BMDeep_collection_snippet.ipynb b/notebooks/pathomics/BMDeep_collection_snippet.ipynb new file mode 100644 index 0000000..9abd355 --- /dev/null +++ b/notebooks/pathomics/BMDeep_collection_snippet.ipynb @@ -0,0 +1,1482 @@ +{ + "nbformat": 4, + "nbformat_minor": 0, + "metadata": { + "colab": { + "provenance": [], + "toc_visible": true, + "authorship_tag": "ABX9TyML+JnLm1N2U14UG3P31ppK", + "include_colab_link": true + }, + "kernelspec": { + "name": "python3", + "display_name": "Python 3" + }, + "language_info": { + "name": "python" + } + }, + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "id": "view-in-github", + "colab_type": "text" + }, + "source": [ + "\"Open" + ] + }, + { + "cell_type": "markdown", + "source": [ + "# BoneMarrowWSI-PediatricLeukemia\n" + ], + "metadata": { + "id": "vBC86EhVsKql" + } + }, + { + "cell_type": "markdown", + "source": [ + "## Background\n", + "\n", + "This notebook introduces the `BoneMarrowWSI-PediatricLeukemia` collection, which is presented in [this preprint](https://www.arxiv.org/pdf/2509.15895) and was recently added to IDC.\n", + "\n", + "- **Images**: The `BoneMarrowWSI-PediatricLeukemia` dataset comprises bone marrow aspirate smear WSIs for 246 pediatric cases of leukemia, including acute lymphoid leukemia (ALL), acute myeloid leukemia (AML), and chronic myeloid leukemia (CML). The smears were prepared for the initial diagnosis (i.e., without prior treatment), stained in accordance with the Pappenheim method, and scanned at 40x magnification.\n", + "- **Annotations**: The images have been annotated with rectangular regions of interest (ROI) of the evaluable monolayer area and a total of 45176 cell bounding box annotations have been placed (with few exceptions) within the ROIs. For a subset of 232 ROIs all cells and other haematological structures have been labelled by multiple experts in a consensus labeling approach with 49 distinct (cell type) classes. The consensus labelling approach worked as follows: each bounding box was successively labelled by different experts in so-called \"annotation sessions\" until (a) the bounding box has been labelled by at least two experts, and (b) the most frequent label constitues at least half of all labels given to that bounding box (and is then termed \"consensus class\"). In summary, the following annotations are available: \n", + "\n", + " - For each slide: ROI annotations of the monolayer area for each slide\n", + " - For some slides: Unlabeled cell bounding boxes\n", + " - For some slides: Cell bounding boxes with cell type labels for each annotation session plus the finally obtained consensus.\n", + "\n", + "This notebook concentrates on **how to access and work with the annotation data**, that are made available in DICOM Microscopy Bulk Simple Annotation format. As a general introduction to this format, we recommend having a look at [this tutorial notebook](https://github.com/ImagingDataCommons/IDC-Tutorials/blob/master/notebooks/pathomics/microscopy_dicom_ann_intro.ipynb).\n", + "\n", + "\n", + "\"Example\n", + "\n" + ], + "metadata": { + "id": "jbLfOJ2OsRHU" + } + }, + { + "cell_type": "markdown", + "source": [ + "## Prerequisites\n", + "**Installations**\n", + "* **Install highdicom:** [highdicom](https://highdicom.readthedocs.io/en/latest/introduction.html) was specifically designed to work with DICOM objects holding image-derived information, e.g. annotations and measurements. Detailed information on highdicom's functionality can be found in its [user guide](https://highdicom.readthedocs.io/en/latest/usage.html).\n", + "* **Install wsidicom:** The [wsidicom](https://pypi.org/project/wsidicom/) Python package provides functionality to open and extract image or metadata from WSIs.\n", + "* **Install idc-index:** The Python package [idc-index](https://pypi.org/project/idc-index/) facilitates queries of the basic metadata and download of DICOM files hosted by the IDC." + ], + "metadata": { + "id": "w7A7-5CY8Mmu" + } + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "tacxH-AusHPT" + }, + "outputs": [], + "source": [ + "%%capture\n", + "!pip install highdicom\n", + "!pip install wsidicom\n", + "!pip install idc-index --upgrade" + ] + }, + { + "cell_type": "markdown", + "source": [ + "## Imports" + ], + "metadata": { + "id": "ZuAozr8WDtuM" + } + }, + { + "cell_type": "code", + "source": [ + "import highdicom as hd\n", + "from idc_index import index\n", + "import pandas as pd\n", + "from collections import defaultdict\n", + "from google.cloud import storage\n", + "from pathlib import Path\n", + "from typing import List, Union, Tuple" + ], + "metadata": { + "id": "dgtRNVatzl2s" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "markdown", + "source": [ + "## Finding the `BoneMarrowWSI-PediatricLeukemia` dataset on IDC\n", + "To access and download image and ANNs files, we utilize the Python package [idc-index](https://github.com/ImagingDataCommons/idc-index)." + ], + "metadata": { + "id": "1W3-Mp_eDwF7" + } + }, + { + "cell_type": "code", + "source": [ + "idc_client = index.IDCClient() # set-up idc_client\n", + "idc_client.fetch_index('sm_instance_index')" + ], + "metadata": { + "id": "D6XmpjYFsaJy" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "markdown", + "source": [ + "First, we verify that we have indeed 246 WSI (=distinct StudyInstanceUIDs) in the `BoneMarrowWSI-PediatricLeukemia` collection:" + ], + "metadata": { + "id": "0HEq03G4EFtv" + } + }, + { + "cell_type": "code", + "source": [ + "query_slide_count = '''\n", + "SELECT COUNT(DISTINCT StudyInstanceUID)\n", + "FROM\n", + " index\n", + "WHERE\n", + " collection_id = 'bonemarrowwsi_pediatricleukemia' AND Modality='SM'\n", + "'''\n", + "print(idc_client.sql_query(query_slide_count))" + ], + "metadata": { + "id": "kXr1V3q_s4x0", + "colab": { + "base_uri": "https://localhost:8080/" + }, + "outputId": "3d8a30c1-1341-44bc-8bf8-62ad07203d8d" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + " count(DISTINCT StudyInstanceUID)\n", + "0 246\n" + ] + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "Next, let's have a look on the available annotation (ANN) files:" + ], + "metadata": { + "id": "1-ZR8MkhFqKX" + } + }, + { + "cell_type": "code", + "source": [ + "query_anns = '''\n", + "SELECT\n", + " SeriesDescription,\n", + " SeriesInstanceUID,\n", + " ARRAY_AGG(StudyInstanceUID) AS StudyInstanceUID,\n", + " ARRAY_AGG(Modality) AS Modality\n", + "FROM\n", + " index\n", + "WHERE\n", + " collection_id = 'bonemarrowwsi_pediatricleukemis' AND Modality='ANN'\n", + "GROUP BY\n", + " SeriesInstanceUID,\n", + " SeriesDescription\n", + "ORDER BY\n", + " StudyInstanceUID\n", + "'''\n", + "annotations = idc_client.sql_query(query_anns)\n", + "print(annotations)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "_jSB4Bixi_fR", + "outputId": "ef93dc68-3089-4425-fee4-e69f4905a9be" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Empty DataFrame\n", + "Columns: [SeriesDescription, SeriesInstanceUID, StudyInstanceUID, Modality]\n", + "Index: []\n" + ] + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "We can see, that for each slide (i.e. DICOM Study) there are multiple ANN Series. Looking at the SeriesDescription, we can assert what is described in the Background section of this notebook.\n", + "\n", + "\n", + "* Each slide has \"Monolayer regions of interest for cell classification\" annotations.\n", + "* For some slides, there is one ANN Series with \"Unlabeled cell bounding boxes\", while for others, there are multiple ANN Series containing \"Cell bounding boxes with cell type labels\" for different annotation sessions or the consensus labels.\n", + "\n" + ], + "metadata": { + "id": "kBWUmv6qHZ48" + } + }, + { + "cell_type": "markdown", + "source": [ + "## Viewing annotations\n" + ], + "metadata": { + "id": "bd3j23XK7Ren" + } + }, + { + "cell_type": "markdown", + "source": [ + "Annotations can also be viewed and explored in detail on its respective slide using the Slim viewer. In the Slim viewer's interface at the bottom of the right sidebar you may select the ANN Series of interest to you from the drop-down menue, then click on `Annotation Groups` and switch the slider(s) to make annotations visible." + ], + "metadata": { + "id": "a_-BRDWSF7A2" + } + }, + { + "cell_type": "code", + "source": [ + "viewer_url = idc_client.get_viewer_URL(studyInstanceUID=annotations['StudyInstanceUID'].iloc[0][0], viewer_selector='slim')\n", + "from IPython.display import IFrame\n", + "IFrame(viewer_url, width=1500, height=900)" + ], + "metadata": { + "id": "AhO13xdLw3p-" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "markdown", + "source": [ + "## Accessing annotations" + ], + "metadata": { + "id": "KLpFrRBj7f2v" + } + }, + { + "cell_type": "markdown", + "source": [ + "Since the annotation dataset is of reasonable size it could be downloaded completely and accessed from the local disk. However, a more desirable approach especially for larger size datasets is to directly extract the relevant information from the objects in the cloud. The following functions `get_roi_annotations()`, `get_unlabeled_cell_annotations()` and `get_labeled_cell_annotations()` can be used for this approach.\n", + "\n", + "Note, that the selection of the respective files, i.e. files containing ROI annotations, labeled or unlabeled cell annotations, is done by filtering for the respective SeriesDescription." + ], + "metadata": { + "id": "vEMxlM6HLKGZ" + } + }, + { + "cell_type": "code", + "source": [ + "def get_roi_annotations():\n", + " query_roi_anns = '''\n", + " SELECT\n", + " SeriesInstanceUID\n", + " FROM\n", + " index\n", + " WHERE\n", + " collection_id = 'bonemarrowwsi_pediatricleukemis'\n", + " AND Modality='ANN'\n", + " AND LOWER(SeriesDescription) LIKE '%monolayer%'\n", + " ORDER BY\n", + " StudyInstanceUID\n", + " '''\n", + " roi_series = idc_client.sql_query(query_roi_anns)\n", + " rois = extract_rois(roi_series['SeriesInstanceUID'].tolist())\n", + " return rois" + ], + "metadata": { + "id": "IpLUim520o5B" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "def extract_rois(series_uids: List[str]) -> pd.DataFrame:\n", + " rows = []\n", + " for series_uid in series_uids:\n", + " file_urls = idc_client.get_series_file_URLs(seriesInstanceUID=series_uid, source_bucket_location=\"gcs\")\n", + " for file_url in file_urls:\n", + " ann = hd.ann.annread(file_url)\n", + " for ann_group in ann.get_annotation_groups():\n", + " coords = ann_group.get_graphic_data(coordinate_type='2D')\n", + " m_names, m_values, m_units = ann_group.get_measurements()\n", + " for c, m in zip(coords, m_values):\n", + " rows.append({\n", + " 'reference_series_id': ann.ReferencedSeriesSequence[0].SeriesInstanceUID,\n", + " 'reference_sop_id': ann.ReferencedImageSequence[0].ReferencedSOPInstanceUID,\n", + " 'roi_id': int(m[0]), # allow empty roi_id,\n", + " 'roi_label': ann_group.label,\n", + " 'roi_coordinates': c\n", + " })\n", + " rois = pd.DataFrame(rows)\n", + " return rois" + ], + "metadata": { + "id": "809w24EQ1y9K" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "rois = get_roi_annotations()\n", + "display(rois)" + ], + "metadata": { + "id": "25MV1-Mb2CYt" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "def get_labeled_cells():\n", + " query_cell_anns_labeled = '''\n", + " SELECT\n", + " SeriesInstanceUID\n", + " FROM\n", + " index\n", + " WHERE\n", + " collection_id = 'bonemarrowwsi_pediatricleukemis'\n", + " AND Modality='ANN'\n", + " AND LOWER(SeriesDescription) LIKE '%labels%'\n", + " ORDER BY\n", + " StudyInstanceUID\n", + " '''\n", + " labeled_cell_series = idc_client.sql_query(query_cell_anns_labeled)\n", + " labeled_cells = extract_cells(labeled_cell_series['SeriesInstanceUID'].tolist())\n", + " return labeled_cells" + ], + "metadata": { + "id": "JA8k5eGAd23b" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "def get_unlabeled_cells():\n", + " query_cell_anns_unlabeled = '''\n", + " SELECT\n", + " SeriesInstanceUID\n", + " FROM\n", + " index\n", + " WHERE\n", + " collection_id = 'bonemarrowwsi_pediatricleukemis'\n", + " AND Modality='ANN'\n", + " AND LOWER(SeriesDescription) LIKE '%unlabeled%'\n", + " ORDER BY\n", + " StudyInstanceUID\n", + " '''\n", + " unlabeled_cell_series = idc_client.sql_query(query_cell_anns_unlabeled)\n", + " unlabeled_cells = extract_cells(unlabeled_cell_series['SeriesInstanceUID'].tolist())\n", + " return unlabeled_cells" + ], + "metadata": { + "id": "jHmS95R54oJx" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "def get_annotation_session(ann: hd.ann.sop.MicroscopyBulkSimpleAnnotations) -> str:\n", + " return ann.SeriesDescription.split(':')[0]" + ], + "metadata": { + "id": "2Q83wUJZ5Oby" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "def extract_cells(series_uids: List[str]) -> pd.DataFrame:\n", + " rows = []\n", + " for series_uid in series_uids:\n", + " file_urls = idc_client.get_series_file_URLs(seriesInstanceUID=series_uid, source_bucket_location=\"gcs\")\n", + " for file_url in file_urls:\n", + " ann = hd.ann.annread(file_url)\n", + " for ann_group in ann.get_annotation_groups():\n", + " coords = ann_group.get_graphic_data(coordinate_type='2D')\n", + " m_names, m_values, m_units = ann_group.get_measurements()\n", + " for c, m in zip(coords, m_values):\n", + " rows.append({\n", + " 'reference_series_id': ann.ReferencedSeriesSequence[0].SeriesInstanceUID,\n", + " 'reference_sop_id': ann.ReferencedImageSequence[0].ReferencedSOPInstanceUID,\n", + " 'annotation_session': get_annotation_session(ann),\n", + " 'cell_id': int(m[0]),\n", + " 'roi_id': int(m[1]) if m.size > 1 else None, # allow empty roi_id,\n", + " 'cell_label': ann_group.label,\n", + " 'cell_coordinates': c\n", + " })\n", + " cells = pd.DataFrame(rows)\n", + " return cells" + ], + "metadata": { + "id": "_pjLbigs440Z" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "unlabeled_cells = get_unlabeled_cells()\n", + "display(unlabeled_cells)" + ], + "metadata": { + "id": "rWNAouye6DbO" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "labeled_cells = get_labeled_cells()\n", + "display(labeled_cells)" + ], + "metadata": { + "id": "sK7jUhYw6DdZ" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "markdown", + "source": [ + "## Test with private bucket" + ], + "metadata": { + "id": "Ii2D8vjZ3Bt0" + } + }, + { + "cell_type": "code", + "source": [ + "# for local access\n", + "def extract_rois(series_uids: List[str]) -> pd.DataFrame:\n", + " rows = []\n", + " for file in os.listdir('./downloaded_files'):\n", + " if 'roi' in file:\n", + " ann = hd.ann.annread('./downloaded_files/'+ file)\n", + " for ann_group in ann.get_annotation_groups():\n", + " coords = ann_group.get_graphic_data(coordinate_type='2D')\n", + " m_names, m_values, m_units = ann_group.get_measurements()\n", + " for c, m in zip(coords, m_values):\n", + " rows.append({\n", + " 'reference_series_id': ann.ReferencedSeriesSequence[0].SeriesInstanceUID,\n", + " 'reference_sop_id': ann.ReferencedImageSequence[0].ReferencedSOPInstanceUID,\n", + " 'roi_id': int(m[0]), # allow empty roi_id,\n", + " 'roi_label': ann_group.label,\n", + " 'roi_coordinates': c\n", + " })\n", + " rois = pd.DataFrame(rows)\n", + " return rois\n", + "\n", + "display(extract_rois(None))" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 332 + }, + "id": "dwZyIxoer0hg", + "outputId": "6eef209f-c18a-4c64-c9d1-de5c80e8a958" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": [ + " reference_series_id \\\n", + "0 1.2.826.0.1.3680043.8.498.81829257432420839308... \n", + "1 1.2.826.0.1.3680043.8.498.81829257432420839308... \n", + "2 1.2.826.0.1.3680043.8.498.81829257432420839308... \n", + "3 1.2.826.0.1.3680043.8.498.77272910370076975556... \n", + "4 1.2.826.0.1.3680043.8.498.77272910370076975556... \n", + "5 1.2.826.0.1.3680043.8.498.77272910370076975556... \n", + "6 1.2.826.0.1.3680043.8.498.77272910370076975556... \n", + "7 1.2.826.0.1.3680043.8.498.95463846645682241501... \n", + "8 1.2.826.0.1.3680043.8.498.95463846645682241501... \n", + "\n", + " reference_sop_id roi_id \\\n", + "0 1.2.826.0.1.3680043.8.498.88303719051231458307... 2 \n", + "1 1.2.826.0.1.3680043.8.498.88303719051231458307... 3 \n", + "2 1.2.826.0.1.3680043.8.498.88303719051231458307... 2002 \n", + "3 1.2.826.0.1.3680043.8.498.50197427852324449642... 82 \n", + "4 1.2.826.0.1.3680043.8.498.50197427852324449642... 83 \n", + "5 1.2.826.0.1.3680043.8.498.50197427852324449642... 2195 \n", + "6 1.2.826.0.1.3680043.8.498.50197427852324449642... 2196 \n", + "7 1.2.826.0.1.3680043.8.498.13783623809302100421... 1028 \n", + "8 1.2.826.0.1.3680043.8.498.13783623809302100421... 1029 \n", + "\n", + " roi_label roi_coordinates \n", + "0 region_of_interest [[63021.0, 166331.0], [65069.0, 166331.0], [65... \n", + "1 region_of_interest [[128929.0, 184949.0], [130977.0, 184949.0], [... \n", + "2 region_of_interest [[44298.0, 145648.0], [75522.0, 145648.0], [75... \n", + "3 region_of_interest [[8235.0, 164826.0], [10283.0, 164826.0], [102... \n", + "4 region_of_interest [[134067.0, 152341.0], [136115.0, 152341.0], [... \n", + "5 region_of_interest [[87180.0, 160884.0], [95250.0, 160884.0], [95... \n", + "6 region_of_interest [[12720.0, 162063.0], [23165.0, 162063.0], [23... \n", + "7 region_of_interest [[99052.0, 80470.0], [101100.0, 80470.0], [101... \n", + "8 region_of_interest [[80013.0, 88503.0], [82061.0, 88503.0], [8206... 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allow empty roi_id,\n", + " 'cell_label': ann_group.label,\n", + " 'cell_coordinates': c\n", + " })\n", + " cells = pd.DataFrame(rows)#, columns=['series_id', 'sop_id', 'cell_id', 'roi_id', 'cell_label', 'cell_coordinates'])\n", + " return cells\n", + "\n", + "display(get_cells(None, None))" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 597 + }, + "id": "ixQIu8Sed2w3", + "outputId": "37100b13-945d-425a-c376-5804d1ae307e" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": [ + " reference_series_id \\\n", + "0 1.2.826.0.1.3680043.8.498.77272910370076975556... \n", + "1 1.2.826.0.1.3680043.8.498.77272910370076975556... \n", + "2 1.2.826.0.1.3680043.8.498.77272910370076975556... \n", + "3 1.2.826.0.1.3680043.8.498.77272910370076975556... \n", + "4 1.2.826.0.1.3680043.8.498.77272910370076975556... \n", + "... ... \n", + "1544 1.2.826.0.1.3680043.8.498.77272910370076975556... \n", + "1545 1.2.826.0.1.3680043.8.498.77272910370076975556... \n", + "1546 1.2.826.0.1.3680043.8.498.77272910370076975556... \n", + "1547 1.2.826.0.1.3680043.8.498.77272910370076975556... \n", + "1548 1.2.826.0.1.3680043.8.498.77272910370076975556... \n", + "\n", + " reference_sop_id \\\n", + "0 1.2.826.0.1.3680043.8.498.50197427852324449642... \n", + "1 1.2.826.0.1.3680043.8.498.50197427852324449642... \n", + "2 1.2.826.0.1.3680043.8.498.50197427852324449642... \n", + "3 1.2.826.0.1.3680043.8.498.50197427852324449642... \n", + "4 1.2.826.0.1.3680043.8.498.50197427852324449642... \n", + "... ... \n", + "1544 1.2.826.0.1.3680043.8.498.50197427852324449642... \n", + "1545 1.2.826.0.1.3680043.8.498.50197427852324449642... \n", + "1546 1.2.826.0.1.3680043.8.498.50197427852324449642... \n", + "1547 1.2.826.0.1.3680043.8.498.50197427852324449642... \n", + "1548 1.2.826.0.1.3680043.8.498.50197427852324449642... \n", + "\n", + " annotation_session cell_id roi_id \\\n", + "0 Session 4: Cell bounding boxes with cell type ... 12087 82.0 \n", + "1 Session 4: Cell bounding boxes with cell type ... 12121 82.0 \n", + "2 Session 4: Cell bounding boxes with cell type ... 12124 82.0 \n", + "3 Session 4: Cell bounding boxes with cell type ... 12125 82.0 \n", + "4 Session 4: Cell bounding boxes with cell type ... 12126 82.0 \n", + "... ... ... ... \n", + "1544 Session 3: Cell bounding boxes with cell type ... 12126 82.0 \n", + "1545 Session 3: Cell bounding boxes with cell type ... 12138 83.0 \n", + "1546 Session 3: Cell bounding boxes with cell type ... 12142 83.0 \n", + "1547 Session 3: Cell bounding boxes with cell type ... 12174 83.0 \n", + "1548 Session 3: Cell bounding boxes with cell type ... 12544 NaN \n", + "\n", + " cell_label cell_coordinates \n", + "0 no_consensus_found [[9512.0, 166724.0], [9633.0, 166724.0], [9633... \n", + "1 no_consensus_found [[9964.0, 166318.0], [10068.0, 166318.0], [100... \n", + "2 no_consensus_found [[9656.0, 166380.0], [9766.0, 166380.0], [9766... \n", + "3 no_consensus_found [[9663.0, 166482.0], [9771.0, 166482.0], [9771... \n", + "4 no_consensus_found [[9748.0, 166496.0], [9860.0, 166496.0], [9860... \n", + "... ... ... \n", + "1544 no_consensus_found [[9748.0, 166496.0], [9860.0, 166496.0], [9860... \n", + "1545 no_consensus_found [[133938.0, 153263.0], [134073.0, 153263.0], [... \n", + "1546 no_consensus_found [[135411.0, 152959.0], [135516.0, 152959.0], [... \n", + "1547 no_consensus_found [[134331.0, 152250.0], [134479.0, 152250.0], [... \n", + "1548 no_consensus_found [[85237.0, 400907.0], [85903.0, 400907.0], [85... \n", + "\n", + "[1549 rows x 7 columns]" + ], + "text/html": [ + "\n", + "
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reference_series_idreference_sop_idannotation_sessioncell_idroi_idcell_labelcell_coordinates
01.2.826.0.1.3680043.8.498.77272910370076975556...1.2.826.0.1.3680043.8.498.50197427852324449642...Session 4: Cell bounding boxes with cell type ...1208782.0no_consensus_found[[9512.0, 166724.0], [9633.0, 166724.0], [9633...
11.2.826.0.1.3680043.8.498.77272910370076975556...1.2.826.0.1.3680043.8.498.50197427852324449642...Session 4: Cell bounding boxes with cell type ...1212182.0no_consensus_found[[9964.0, 166318.0], [10068.0, 166318.0], [100...
21.2.826.0.1.3680043.8.498.77272910370076975556...1.2.826.0.1.3680043.8.498.50197427852324449642...Session 4: Cell bounding boxes with cell type ...1212482.0no_consensus_found[[9656.0, 166380.0], [9766.0, 166380.0], [9766...
31.2.826.0.1.3680043.8.498.77272910370076975556...1.2.826.0.1.3680043.8.498.50197427852324449642...Session 4: Cell bounding boxes with cell type ...1212582.0no_consensus_found[[9663.0, 166482.0], [9771.0, 166482.0], [9771...
41.2.826.0.1.3680043.8.498.77272910370076975556...1.2.826.0.1.3680043.8.498.50197427852324449642...Session 4: Cell bounding boxes with cell type ...1212682.0no_consensus_found[[9748.0, 166496.0], [9860.0, 166496.0], [9860...
........................
15441.2.826.0.1.3680043.8.498.77272910370076975556...1.2.826.0.1.3680043.8.498.50197427852324449642...Session 3: Cell bounding boxes with cell type ...1212682.0no_consensus_found[[9748.0, 166496.0], [9860.0, 166496.0], [9860...
15451.2.826.0.1.3680043.8.498.77272910370076975556...1.2.826.0.1.3680043.8.498.50197427852324449642...Session 3: Cell bounding boxes with cell type ...1213883.0no_consensus_found[[133938.0, 153263.0], [134073.0, 153263.0], [...
15461.2.826.0.1.3680043.8.498.77272910370076975556...1.2.826.0.1.3680043.8.498.50197427852324449642...Session 3: Cell bounding boxes with cell type ...1214283.0no_consensus_found[[135411.0, 152959.0], [135516.0, 152959.0], [...
15471.2.826.0.1.3680043.8.498.77272910370076975556...1.2.826.0.1.3680043.8.498.50197427852324449642...Session 3: Cell bounding boxes with cell type ...1217483.0no_consensus_found[[134331.0, 152250.0], [134479.0, 152250.0], [...
15481.2.826.0.1.3680043.8.498.77272910370076975556...1.2.826.0.1.3680043.8.498.50197427852324449642...Session 3: Cell bounding boxes with cell type ...12544NaNno_consensus_found[[85237.0, 400907.0], [85903.0, 400907.0], [85...
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1549 rows × 7 columns

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\"\"\n }\n },\n {\n \"column\": \"annotation_session\",\n \"properties\": {\n \"dtype\": \"category\",\n \"num_unique_values\": 7,\n \"samples\": [\n \"Session 4: Cell bounding boxes with cell type labels\",\n \"Session 0: Cell bounding boxes with cell type labels\",\n \"Unlabeled cell bounding boxes\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"cell_id\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 35311,\n \"min\": 1,\n \"max\": 102459,\n \"num_unique_values\": 640,\n \"samples\": [\n 102390,\n 154,\n 43\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"roi_id\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 370.94547037485233,\n \"min\": 2.0,\n \"max\": 1029.0,\n \"num_unique_values\": 6,\n \"samples\": [\n 82.0,\n 83.0,\n 1029.0\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"cell_label\",\n \"properties\": {\n \"dtype\": \"category\",\n \"num_unique_values\": 37,\n \"samples\": [\n \"pseudo_gaucher_cell\",\n \"neutrophilic_metamyelocyte\",\n \"erythrocyte\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"cell_coordinates\",\n \"properties\": {\n \"dtype\": \"object\",\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n }\n ]\n}" + } + }, + "metadata": {} + } + ] + }, + { + "cell_type": "code", + "source": [ + "from google.colab import auth\n", + "auth.authenticate_user()" + ], + "metadata": { + "id": "ii_JyG5QXyX3" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "from google.cloud import bigquery\n", + "client = bigquery.Client(project='idc-pathomics-000')\n", + "\n", + "query_anns = '''\n", + "SELECT\n", + " SeriesDescription,\n", + " SeriesInstanceUID,\n", + " ARRAY_AGG(StudyInstanceUID) AS StudyInstanceUID,\n", + " ARRAY_AGG(Modality) AS Modality\n", + "FROM\n", + " `idc-pathomics-000.BMDeep_annotations.dicom_all`\n", + "WHERE\n", + " Modality='ANN'\n", + "GROUP BY\n", + " SeriesInstanceUID,\n", + " SeriesDescription\n", + "'''\n", + "annotations = client.query(query_anns).result()\n", + "for row in annotations:\n", + " print(row)" + ], + "metadata": { + "id": "oIaHmTp_bo5f" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "query_roi_anns = '''\n", + "SELECT\n", + " SeriesInstanceUID\n", + "FROM\n", + " `idc-pathomics-000.BMDeep_annotations.dicom_all`\n", + "WHERE\n", + " --collection_id = 'bonemarrowwsi_pediatricleukemis'\n", + " Modality='ANN'\n", + " AND LOWER(SeriesDescription) LIKE '%unlabeled%'\n", + "ORDER BY\n", + " StudyInstanceUID\n", + "'''\n", + "roi_annotations = client.query(query_roi_anns)\n", + "for row in roi_annotations:\n", + " print(row)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "_OoBGV8ZzupX", + "outputId": "18bc1449-ee20-4339-88c4-86de6903129d" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Row(('1.2.826.0.1.3680043.10.511.3.62471311052754691342852119271665952',), {'SeriesInstanceUID': 0})\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "from google.cloud import storage\n", + "import os\n", + "\n", + "def download_all_files_from_bucket(bucket_name, destination_folder):\n", + " client = storage.Client() # Make sure credentials are configured (e.g., GOOGLE_APPLICATION_CREDENTIALS)\n", + " bucket = client.bucket(bucket_name)\n", + "\n", + " if not os.path.exists(destination_folder):\n", + " os.makedirs(destination_folder)\n", + "\n", + " blobs = bucket.list_blobs()\n", + " for blob in blobs:\n", + " file_path = os.path.join(destination_folder, blob.name)\n", + " os.makedirs(os.path.dirname(file_path), exist_ok=True) # Create directories as needed\n", + " blob.download_to_filename(file_path)\n", + " print(f\"Downloaded {blob.name} to {file_path}\")\n", + "\n", + "# Usage\n", + "bucket_name = \"bmdeep_anns\"\n", + "destination_folder = \"./downloaded_files\"\n", + "download_all_files_from_bucket(bucket_name, destination_folder)\n" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "rnnlUhhKdMaf", + "outputId": "6adad8ec-492d-4734-90e9-dab432649495" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Downloaded 02E74F10E0327AD868D138F2B4FDD6F0_1_bm_cells_ann_session_1.dcm to ./downloaded_files/02E74F10E0327AD868D138F2B4FDD6F0_1_bm_cells_ann_session_1.dcm\n", + "Downloaded 02E74F10E0327AD868D138F2B4FDD6F0_1_bm_cells_ann_session_2.dcm to ./downloaded_files/02E74F10E0327AD868D138F2B4FDD6F0_1_bm_cells_ann_session_2.dcm\n", + "Downloaded 02E74F10E0327AD868D138F2B4FDD6F0_1_bm_cells_ann_session_3.dcm to ./downloaded_files/02E74F10E0327AD868D138F2B4FDD6F0_1_bm_cells_ann_session_3.dcm\n", + "Downloaded 02E74F10E0327AD868D138F2B4FDD6F0_1_bm_cells_ann_session_4.dcm to ./downloaded_files/02E74F10E0327AD868D138F2B4FDD6F0_1_bm_cells_ann_session_4.dcm\n", + "Downloaded 02E74F10E0327AD868D138F2B4FDD6F0_1_bm_cells_ann_session_5.dcm to ./downloaded_files/02E74F10E0327AD868D138F2B4FDD6F0_1_bm_cells_ann_session_5.dcm\n", + "Downloaded 02E74F10E0327AD868D138F2B4FDD6F0_1_bm_cells_ann_session_consensus.dcm to ./downloaded_files/02E74F10E0327AD868D138F2B4FDD6F0_1_bm_cells_ann_session_consensus.dcm\n", + "Downloaded 02E74F10E0327AD868D138F2B4FDD6F0_1_bm_rois.dcm to ./downloaded_files/02E74F10E0327AD868D138F2B4FDD6F0_1_bm_rois.dcm\n", + "Downloaded 0F28B5D49B3020AFEECD95B4009ADF4C_1_bm_cells_ann_session_detection-only.dcm to ./downloaded_files/0F28B5D49B3020AFEECD95B4009ADF4C_1_bm_cells_ann_session_detection-only.dcm\n", + "Downloaded 0F28B5D49B3020AFEECD95B4009ADF4C_1_bm_rois.dcm to ./downloaded_files/0F28B5D49B3020AFEECD95B4009ADF4C_1_bm_rois.dcm\n", + "Downloaded 8F14E45FCEEA167A5A36DEDD4BEA2543_1_bm_cells_ann_session_1.dcm to ./downloaded_files/8F14E45FCEEA167A5A36DEDD4BEA2543_1_bm_cells_ann_session_1.dcm\n", + "Downloaded 8F14E45FCEEA167A5A36DEDD4BEA2543_1_bm_cells_ann_session_2.dcm to ./downloaded_files/8F14E45FCEEA167A5A36DEDD4BEA2543_1_bm_cells_ann_session_2.dcm\n", + "Downloaded 8F14E45FCEEA167A5A36DEDD4BEA2543_1_bm_cells_ann_session_3.dcm to ./downloaded_files/8F14E45FCEEA167A5A36DEDD4BEA2543_1_bm_cells_ann_session_3.dcm\n", + "Downloaded 8F14E45FCEEA167A5A36DEDD4BEA2543_1_bm_cells_ann_session_4.dcm to ./downloaded_files/8F14E45FCEEA167A5A36DEDD4BEA2543_1_bm_cells_ann_session_4.dcm\n", + "Downloaded 8F14E45FCEEA167A5A36DEDD4BEA2543_1_bm_cells_ann_session_5.dcm to ./downloaded_files/8F14E45FCEEA167A5A36DEDD4BEA2543_1_bm_cells_ann_session_5.dcm\n", + "Downloaded 8F14E45FCEEA167A5A36DEDD4BEA2543_1_bm_cells_ann_session_consensus.dcm to ./downloaded_files/8F14E45FCEEA167A5A36DEDD4BEA2543_1_bm_cells_ann_session_consensus.dcm\n", + "Downloaded 8F14E45FCEEA167A5A36DEDD4BEA2543_1_bm_rois.dcm to 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