| 2025-03-10 22:44:41,854 - __main__ - INFO - Starting MediSync setup | |
| 2025-03-10 22:44:41,854 - __main__ - INFO - Checking for sample data | |
| 2025-03-10 22:44:42,626 - __main__ - INFO - No sample images found. Downloading... | |
| 2025-03-10 22:44:42,626 - mediSync.utils.download_samples - INFO - Downloading https://prod-images-static.radiopaedia.org/images/53448173/322830a37f0fa0852773ca2db3e8d8_big_gallery.jpeg to D:\Multi Model AI Problem Solving\mediSync\data\sample\normal_chest_xray.jpg | |
| 2025-03-10 22:44:43,532 - mediSync.utils.download_samples - ERROR - Error downloading https://prod-images-static.radiopaedia.org/images/53448173/322830a37f0fa0852773ca2db3e8d8_big_gallery.jpeg: HTTP Error 404: Not Found | |
| 2025-03-10 22:44:43,532 - mediSync.utils.download_samples - INFO - Downloading https://prod-images-static.radiopaedia.org/images/52465460/e4d8791bd7502ab72af8d9e5c322db_big_gallery.jpg to D:\Multi Model AI Problem Solving\mediSync\data\sample\pneumonia_xray.jpg | |
| 2025-03-10 22:44:43,988 - mediSync.utils.download_samples - ERROR - Error downloading https://prod-images-static.radiopaedia.org/images/52465460/e4d8791bd7502ab72af8d9e5c322db_big_gallery.jpg: HTTP Error 404: Not Found | |
| 2025-03-10 22:44:43,988 - mediSync.utils.download_samples - INFO - Downloading https://prod-images-static.radiopaedia.org/images/556520/cf17c05750adb04b2a6e23afb47c7d_big_gallery.jpg to D:\Multi Model AI Problem Solving\mediSync\data\sample\cardiomegaly_xray.jpg | |
| 2025-03-10 22:44:44,605 - mediSync.utils.download_samples - ERROR - Error downloading https://prod-images-static.radiopaedia.org/images/556520/cf17c05750adb04b2a6e23afb47c7d_big_gallery.jpg: HTTP Error 404: Not Found | |
| 2025-03-10 22:44:44,605 - mediSync.utils.download_samples - INFO - Downloading https://prod-images-static.radiopaedia.org/images/19972291/41eed1a2cdad06d26c3f415a6ed65a_big_gallery.jpeg to D:\Multi Model AI Problem Solving\mediSync\data\sample\nodule_xray.jpg | |
| 2025-03-10 22:44:45,107 - mediSync.utils.download_samples - ERROR - Error downloading https://prod-images-static.radiopaedia.org/images/19972291/41eed1a2cdad06d26c3f415a6ed65a_big_gallery.jpeg: HTTP Error 404: Not Found | |
| 2025-03-10 22:44:45,107 - mediSync.utils.download_samples - INFO - Downloaded 0 out of 4 images | |
| 2025-03-10 22:44:45,107 - mediSync.utils.download_samples - INFO - Created sample info file: D:\Multi Model AI Problem Solving\mediSync\data\sample\sample_info.txt | |
| 2025-03-10 22:44:45,107 - __main__ - INFO - Launching MediSync application | |
| 2025-03-10 22:44:48,918 - httpx - INFO - HTTP Request: GET https://api.gradio.app/gradio-messaging/en "HTTP/1.1 200 OK" | |
| 2025-03-10 22:45:02,402 - mediSync.app - INFO - Initializing MediSync application | |
| 2025-03-10 22:45:03,005 - httpx - INFO - HTTP Request: GET https://api.gradio.app/pkg-version "HTTP/1.1 200 OK" | |
| 2025-03-10 22:45:03,294 - httpx - INFO - HTTP Request: GET http://127.0.0.1:7860/gradio_api/startup-events "HTTP/1.1 200 OK" | |
| 2025-03-10 22:45:03,722 - httpx - INFO - HTTP Request: HEAD http://127.0.0.1:7860/ "HTTP/1.1 200 OK" | |
| 2025-03-10 22:46:47,162 - mediSync.app - INFO - Loading models... | |
| 2025-03-10 22:46:47,162 - models.multimodal_fusion - INFO - Using device: cpu | |
| 2025-03-10 22:46:47,178 - models.image_analyzer - INFO - Using device: cpu | |
| 2025-03-10 22:46:47,391 - models.image_analyzer - ERROR - Failed to load model: facebook/deit-base-patch16-224-medical-cxr is not a local folder and is not a valid model identifier listed on 'https://huggingface.co./models' | |
| If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>` | |
| 2025-03-10 22:46:47,391 - models.multimodal_fusion - ERROR - Failed to initialize image analyzer: facebook/deit-base-patch16-224-medical-cxr is not a local folder and is not a valid model identifier listed on 'https://huggingface.co./models' | |
| If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>` | |
| 2025-03-10 22:46:47,391 - models.text_analyzer - INFO - Using device: cpu | |
| 2025-03-10 22:46:47,490 - models.text_analyzer - ERROR - Failed to load NER model: samrawal/bert-base-uncased_medical-ner is not a local folder and is not a valid model identifier listed on 'https://huggingface.co./models' | |
| If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>` | |
| 2025-03-10 22:46:58,283 - models.text_analyzer - INFO - Successfully loaded classifier model: medicalai/ClinicalBERT | |
| 2025-03-10 22:46:58,283 - models.multimodal_fusion - INFO - Successfully initialized text analyzer | |
| 2025-03-10 22:46:58,283 - mediSync.app - INFO - Models loaded successfully | |
| 2025-03-10 22:46:58,379 - mediSync.app - INFO - Performing multimodal analysis | |
| 2025-03-10 22:46:58,379 - models.multimodal_fusion - WARNING - Image analyzer not available | |
| 2025-03-10 22:46:58,379 - models.text_analyzer - WARNING - NER model not available | |
| 2025-03-10 22:46:58,379 - models.multimodal_fusion - INFO - Agreement score between modalities: 0.25 | |
| 2025-03-10 22:47:44,547 - mediSync.app - INFO - Enhancing image: C:\Users\amart\AppData\Local\Temp\tmp19zqepvi\upload.png | |
| 2025-03-10 22:47:55,128 - mediSync.app - INFO - Analyzing medical report text | |
| 2025-03-10 22:47:55,128 - models.text_analyzer - WARNING - NER model not available | |
| 2025-03-10 22:48:20,220 - mediSync.app - INFO - Enhancing image: C:\Users\amart\AppData\Local\Temp\tmpowd6qwty\upload.png | |
| 2025-03-10 22:55:22,019 - mediSync.app - INFO - Performing multimodal analysis | |
| 2025-03-10 22:55:22,019 - models.multimodal_fusion - WARNING - Image analyzer not available | |
| 2025-03-10 22:55:22,025 - models.text_analyzer - WARNING - NER model not available | |
| 2025-03-10 22:55:22,025 - models.multimodal_fusion - INFO - Agreement score between modalities: 0.25 | |
| 2025-03-10 22:55:35,606 - mediSync.app - INFO - Enhancing image: C:\Users\amart\AppData\Local\Temp\tmpipzmsxch\upload.png | |
| 2025-03-10 22:55:45,116 - mediSync.app - INFO - Analyzing medical report text | |
| 2025-03-10 22:55:45,116 - models.text_analyzer - WARNING - NER model not available | |
| 2025-03-10 23:01:32,009 - mediSync.app - INFO - Enhancing image: C:\Users\amart\AppData\Local\Temp\tmpo88f1uaw\upload.png | |
| 2025-03-10 23:05:24,892 - mediSync.app - INFO - Enhancing image: C:\Users\amart\AppData\Local\Temp\tmpnckk4w27\upload.png | |
| 2025-03-10 23:05:45,332 - mediSync.app - INFO - Enhancing image: C:\Users\amart\AppData\Local\Temp\tmpxab_m30m\upload.png | |
| 2025-03-10 23:06:01,387 - mediSync.app - INFO - Enhancing image: C:\Users\amart\AppData\Local\Temp\tmpcit78i2e\upload.png | |
| 2025-03-10 23:06:04,157 - mediSync.app - INFO - Enhancing image: C:\Users\amart\AppData\Local\Temp\tmpivli_abx\upload.png | |
| 2025-03-10 23:11:47,429 - mediSync.app - INFO - Enhancing image: C:\Users\amart\AppData\Local\Temp\tmp4cpwvo5h\upload.png | |
| 2025-03-10 23:22:27,118 - mediSync.app - INFO - Performing multimodal analysis | |
| 2025-03-10 23:22:27,118 - models.multimodal_fusion - WARNING - Image analyzer not available | |
| 2025-03-10 23:22:27,118 - models.text_analyzer - WARNING - NER model not available | |
| 2025-03-10 23:22:27,118 - models.multimodal_fusion - INFO - Agreement score between modalities: 0.25 | |
| 2025-03-10 23:24:22,378 - mediSync.app - INFO - Performing multimodal analysis | |
| 2025-03-10 23:24:22,378 - models.multimodal_fusion - WARNING - Image analyzer not available | |
| 2025-03-10 23:24:22,378 - models.text_analyzer - WARNING - NER model not available | |
| 2025-03-10 23:24:22,378 - models.multimodal_fusion - INFO - Agreement score between modalities: 0.25 | |
| 2025-03-10 23:24:35,252 - mediSync.app - INFO - Enhancing image: C:\Users\amart\AppData\Local\Temp\tmp947ie5e1\upload.png | |
| 2025-03-10 23:24:37,554 - mediSync.app - INFO - Performing multimodal analysis | |
| 2025-03-10 23:24:37,554 - models.multimodal_fusion - WARNING - Image analyzer not available | |
| 2025-03-10 23:24:37,554 - models.text_analyzer - WARNING - NER model not available | |
| 2025-03-10 23:24:37,554 - models.multimodal_fusion - INFO - Agreement score between modalities: 0.25 | |
| 2025-03-10 23:24:58,770 - mediSync.app - INFO - Analyzing medical report text | |
| 2025-03-10 23:24:58,770 - models.text_analyzer - WARNING - NER model not available | |
| 2025-03-10 23:25:25,652 - mediSync.app - INFO - Analyzing medical report text | |
| 2025-03-10 23:25:25,652 - models.text_analyzer - WARNING - NER model not available | |
| 2025-03-10 23:27:06,100 - mediSync.app - INFO - Performing multimodal analysis | |
| 2025-03-10 23:27:06,100 - models.multimodal_fusion - WARNING - Image analyzer not available | |
| 2025-03-10 23:27:06,100 - models.text_analyzer - WARNING - NER model not available | |
| 2025-03-10 23:27:06,100 - models.multimodal_fusion - INFO - Agreement score between modalities: 0.25 | |
| 2025-03-10 23:27:46,183 - mediSync.app - INFO - Performing multimodal analysis | |
| 2025-03-10 23:27:46,183 - models.multimodal_fusion - WARNING - Image analyzer not available | |
| 2025-03-10 23:27:46,183 - models.text_analyzer - WARNING - NER model not available | |
| 2025-03-10 23:27:46,183 - models.multimodal_fusion - INFO - Agreement score between modalities: 0.25 | |
| 2025-03-10 23:28:15,394 - mediSync.app - INFO - Analyzing medical report text | |
| 2025-03-10 23:28:15,394 - models.text_analyzer - WARNING - NER model not available | |