{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"pygments_lexer":"ipython3","nbconvert_exporter":"python","version":"3.6.4","file_extension":".py","codemirror_mode":{"name":"ipython","version":3},"name":"python","mimetype":"text/x-python"}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"code","source":"# This Python 3 environment comes with many helpful analytics libraries installed\n# It is defined by the kaggle/python Docker image: https://github.com/kaggle/docker-python\n# For example, here's several helpful packages to load\n\nimport numpy as np # linear algebra\nimport pandas as pd # data processing, CSV file I/O (e.g. pd.read_csv)\n\n# Input data files are available in the read-only \"../input/\" directory\n# For example, running this (by clicking run or pressing Shift+Enter) will list all files under the input directory\n\nimport os\nfor dirname, _, filenames in os.walk('/kaggle/input'):\n    for filename in filenames:\n        print(os.path.join(dirname, filename))\n\n# You can write up to 20GB to the current directory (/kaggle/working/) that gets preserved as output when you create a version using \"Save & Run All\" \n# You can also write temporary files to /kaggle/temp/, but they won't be saved outside of the current session","metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","execution":{"iopub.status.busy":"2022-07-28T21:00:34.592311Z","iopub.execute_input":"2022-07-28T21:00:34.592732Z","iopub.status.idle":"2022-07-28T21:00:34.800503Z","shell.execute_reply.started":"2022-07-28T21:00:34.592698Z","shell.execute_reply":"2022-07-28T21:00:34.799672Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"df = pd.read_csv('../input/rsna-miccai-brain-tumor-radiogenomic-classification/train_labels.csv')\ndf","metadata":{"execution":{"iopub.status.busy":"2022-07-28T21:00:43.496304Z","iopub.execute_input":"2022-07-28T21:00:43.496706Z","iopub.status.idle":"2022-07-28T21:00:43.539854Z","shell.execute_reply.started":"2022-07-28T21:00:43.496673Z","shell.execute_reply":"2022-07-28T21:00:43.538924Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"submission = pd.read_csv('../input/rsna-2022-cervical-spine-fracture-detection/sample_submission.csv')","metadata":{"execution":{"iopub.status.busy":"2022-07-28T21:01:59.980431Z","iopub.execute_input":"2022-07-28T21:01:59.980828Z","iopub.status.idle":"2022-07-28T21:01:59.991804Z","shell.execute_reply.started":"2022-07-28T21:01:59.980797Z","shell.execute_reply":"2022-07-28T21:01:59.990881Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"submission.to_csv('submission.csv', index = 0)","metadata":{"execution":{"iopub.status.busy":"2022-07-28T21:02:15.939959Z","iopub.execute_input":"2022-07-28T21:02:15.940408Z","iopub.status.idle":"2022-07-28T21:02:15.951865Z","shell.execute_reply.started":"2022-07-28T21:02:15.940373Z","shell.execute_reply":"2022-07-28T21:02:15.950554Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"## Actual work","metadata":{}},{"cell_type":"code","source":"data_dir = '../input/rsna-2022-cervical-spine-fracture-detection/train_images'\npatients = sorted(os.listdir(data_dir))\npatients[:5]","metadata":{"execution":{"iopub.status.busy":"2022-07-28T21:24:40.952856Z","iopub.execute_input":"2022-07-28T21:24:40.953272Z","iopub.status.idle":"2022-07-28T21:24:41.064099Z","shell.execute_reply.started":"2022-07-28T21:24:40.953228Z","shell.execute_reply":"2022-07-28T21:24:41.062858Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"data_dir = '../input/rsna-2022-cervical-spine-fracture-detection/test_images'\npatients_test = sorted(os.listdir(data_dir))\npatients_test[:5]","metadata":{"execution":{"iopub.status.busy":"2022-07-28T21:25:52.217136Z","iopub.execute_input":"2022-07-28T21:25:52.217581Z","iopub.status.idle":"2022-07-28T21:25:52.227927Z","shell.execute_reply.started":"2022-07-28T21:25:52.217548Z","shell.execute_reply":"2022-07-28T21:25:52.226806Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"id = []\nfor i in patients:\n    id.append(int(i[-(len(i)-20):]))\nid[:5]","metadata":{"execution":{"iopub.status.busy":"2022-07-28T21:32:48.967619Z","iopub.execute_input":"2022-07-28T21:32:48.967977Z","iopub.status.idle":"2022-07-28T21:32:48.978126Z","shell.execute_reply.started":"2022-07-28T21:32:48.967947Z","shell.execute_reply":"2022-07-28T21:32:48.977254Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"","metadata":{},"execution_count":null,"outputs":[]}]}