start atlas app
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import json
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from rad.settings import REMOTE_URL
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from django.db.models.fields.files import ImageField
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from django.db.models.fields.related import ForeignKey
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from django.db import models
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from django.shortcuts import get_object_or_404
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from django.utils import timezone
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import tagulous
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import tagulous.models
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from django.core.files.storage import FileSystemStorage
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from django.conf import settings
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from django.utils.html import format_html
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from django.urls import reverse
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from django.utils.translation import ugettext_lazy as _
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from django.utils.html import mark_safe
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from django.core.exceptions import ValidationError
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from sortedm2m.fields import SortedManyToManyField
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import string
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from collections import defaultdict
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from helpers.images import image_as_base64, pretty_print_dicom
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from anatomy.models import Modality
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from generic.models import Examination, Condition, Sign, ExamBase, Plane, Contrast, QuestionNote
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# from generic.models import Examination, Site, Condition, Sign
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from easy_thumbnails.files import get_thumbnailer
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from easy_thumbnails.exceptions import InvalidImageFormatError
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import pydicom
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import pydicom.errors
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import datetime
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from django.utils import timezone
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import reversion
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from django.contrib.contenttypes.fields import GenericRelation
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image_storage = FileSystemStorage(
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# Physical file location ROOT
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location=u"{0}atlas/".format(settings.MEDIA_ROOT),
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# Url for file
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base_url=u"{0}atlas/".format(settings.MEDIA_URL),
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)
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def image_directory_path(instance, filename):
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return u"atlas/picture/{0}".format(filename)
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def findMiddle(input_list):
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middle = float(len(input_list)) / 2
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if middle % 2 != 0:
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return input_list[int(middle - 0.5)]
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else:
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return input_list[int(middle)]
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return (input_list[int(middle)], input_list[int(middle - 1)])
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@reversion.register
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class Case(models.Model):
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class SubspecialtyChoices(models.TextChoices):
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BREAST = 'BR', _('Breast')
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CARDIAC = 'CA', _('Cardiac')
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GASTRO = 'GI', _('Gastrointestinal and hepatobiliary')
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HEADNECK = 'HN', _('Head and Neck')
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MSK = 'MS', _('Musculoskeletal')
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NEURO = 'NE', _('Neuroradiology')
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OBSGYN = 'OG', _('Obstectric and Gynaecological')
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PAED = 'PA', _('Paediatric')
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URO = 'UR', _('Uroradiology')
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VASC = 'VA', _('Vascular')
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HAEMONC = 'HA', _('Haemotology and Oncology')
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# author = models.ForeignKey('auth.User', on_delete=models.CASCADE)
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# image = models.ImageField()
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description = models.TextField(
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blank=True,
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help_text="Description of the case, for admin organisation, will not be visible when taking",
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)
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history = models.TextField(null=True, blank=True)
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findings = models.TextField(null=True, blank=True)
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subpecialty = models.CharField(max_length=2, choices=SubspecialtyChoices.choices)
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condition = tagulous.models.TagField(
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to=Condition,
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blank=True,
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help_text='Associated condition. Will allow searching / filtering and tips / hints to be displayed. Conditions with spaces must be enclosed in quotes "..."',
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)
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sign = tagulous.models.TagField(
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to=Sign, blank=True, help_text="Radiological signs in the question"
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)
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verified = models.BooleanField(default=False)
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created_date = models.DateTimeField(default=timezone.now)
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published_date = models.DateTimeField(blank=True, null=True)
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author = models.ManyToManyField(
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settings.AUTH_USER_MODEL,
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blank=True,
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help_text="Author of question",
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related_name="atlas_authored_questions",
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)
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scrapped = models.BooleanField(
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default=False, help_text="Question has been scrapped and will not be shown"
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)
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open_access = models.BooleanField(
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help_text="If a question should be freely available to browse", default=True
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)
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series = SortedManyToManyField("Series", related_name="atlas")
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notes = GenericRelation(QuestionNote)
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#question_file = models.FileField(upload_to=question_file_directory_path, blank=True, null=True)
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def get_absolute_url(self):
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return reverse("atlas:case_detail", kwargs={"pk": self.pk})
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def get_authors(self):
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"""Returns a comma seperated text list of authors"""
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authors = ", ".join([i.username for i in self.author.all()])
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return authors
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def get_author_objects(self):
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"""Returns a comma seperated text list of authors"""
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authors = [i for i in self.author.all()]
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return authors
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def __str__(self):
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examinations = [series.get_examination() for series in self.series.all()]
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return "{}/{} : {}".format(self.pk, self.description, ", ".join(examinations))
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def get_images(self, findings=False):
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qs = self.images.all()
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if not findings:
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images = [i.image for i in qs if not i.findings_image]
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else:
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images = [i.image for i in qs]
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return images
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def get_image_urls(self):
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return ",".join(
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["https://www.penracourses.org.uk{}".format(i.url) for i in self.get_images()]
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)
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def get_image_url_array(self):
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return json.dumps(["https://www.penracourses.org.uk{}".format(i.url) for i in self.get_images()])
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class SeriesImage(models.Model):
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image = models.FileField(upload_to=image_directory_path)
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position = models.IntegerField(default=0)
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upload_filename = models.CharField(max_length=255, blank=True)
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series = models.ForeignKey(
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"Series", related_name="images", on_delete=models.SET_NULL, null=True
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)
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class Meta:
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ordering = ['position']
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def get_dicom_info(self):
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try:
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info = pretty_print_dicom(pydicom.read_file(self.image))
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except pydicom.errors.InvalidDicomError:
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info = "File is not a dicom."
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return(info)
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@reversion.register
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class Series(models.Model):
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modality = models.ForeignKey(
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Modality, related_name="series_modality", on_delete=models.SET_NULL, null=True
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)
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examination = models.ForeignKey(
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Examination,
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help_text="Name of the examination",
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related_name="series_examination",
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on_delete=models.SET_NULL,
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null=True,
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)
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plane = models.ForeignKey(
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Plane,
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help_text="Plane of the examination",
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related_name="series_plane",
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on_delete=models.SET_NULL,
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null=True,
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blank=True,
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)
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contrast = models.ForeignKey(
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Contrast,
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help_text="MRI / CT contrast",
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related_name="series_contrast",
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on_delete=models.SET_NULL,
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null=True,
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blank=True,
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)
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description = models.TextField(
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blank=True,
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help_text="Description of stack, for admin organisation, will not be visible when taking",
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)
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author = models.ManyToManyField(
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settings.AUTH_USER_MODEL,
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blank=True,
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related_name="series",
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)
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open_access = models.BooleanField(
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help_text="If a question should be freely available to browse", default=True
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)
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def __str__(self):
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if self.atlas:
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atlas_id = ", ".format([atlas.pk for atlas in self.atlas.all()])
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#atlas_id = self.atlas.pk
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else:
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atlas_id = "None"
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return "{}/{} : {} [{}]".format(self.pk,
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self.get_examination(), self.description, atlas_id
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)
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def get_author_objects(self):
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"""Returns a comma seperated text list of authors"""
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if self.author:
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return self.author.all()
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else:
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return ["None"]
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if self.atlas:
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authors = [i for i in self.atlas.author.all()]
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else:
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authors = []
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return authors
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def get_author_display(self):
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return ", ".join([i.username for i in self.get_author_objects()])
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def get_examination(self):
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"""Returns a comma seperated text list of regions"""
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return str(self.examination)
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def get_examination_full(self):
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examination = ""
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plane = ""
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contrast = ""
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if self.examination:
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examination = self.examination
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if self.plane:
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plane = " {}".format(self.plane)
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if self.contrast:
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contrast = " {}".format(self.contrast)
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return "{}{}{}".format(examination, plane, contrast)
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def get_absolute_url(self):
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return reverse("atlas:series_detail", kwargs={"pk": self.pk})
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def get_image_urls(self, findings=False):
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images = [
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"https://www.penracourses.org.uk{}".format(i.image.url)
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for i in self.images.all()
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]
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return ",".join(images)
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def get_image_url_array(self, findings=False):
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images = [
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"https://www.penracourses.org.uk{}".format(i.image.url)
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for i in self.images.all()
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]
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return json.dumps(images)
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def get_thumbnail(self):
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images = self.images.all()
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if len(images) < 1:
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return "No images", 0
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img = findMiddle(images).image
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try:
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thumbnailer = get_thumbnailer(img)
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thumbnail = thumbnailer["exam-list"]
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except InvalidImageFormatError:
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return format_html('<span title="{}">Invalid image url<span>', img), len(images)
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return format_html('<img src="/media/{}" />', thumbnail), len(images)
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def get_block(self):
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examination = self.get_examination_full()
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thumb, image_number = self.get_thumbnail()
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return format_html(
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"<div>{}<br/>{}<br/>Images: {}</div>", examination, thumb, image_number
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)
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def order_by_upload_filename(self):
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images = self.images.all()
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filenames = []
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map = {}
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for i in images:
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filenames.append(i.upload_filename)
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map[i.upload_filename] = i
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filenames = sorted(filenames)
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n = 1
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for f in filenames:
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i = map[f]
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i.position = n
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i.save()
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n = n + 1
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def order_by_dicom(self, field="SliceLocation"):
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images = self.images.all()
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files = []
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for i in images:
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files.append((i, pydicom.dcmread(i.image.path)))
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#print("file count: {}".format(len(files)))
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# skip files with no SliceLocation (eg scout views)
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slices = []
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map = {}
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skipcount = 0
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for i, f in files:
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if hasattr(f, field):
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slices.append(f)
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#map[f.SliceLocation] = i
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map[f[field].value] = i
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else:
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skipcount = skipcount + 1
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print("skipped, no {}: {}".format(field, skipcount))
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# ensure they are in the correct order
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slices = sorted(slices, key=lambda s: s[field].value)
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#print(slices)
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n = 1
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for f in slices:
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i = map[f[field].value]
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i.position = n
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i.save()
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n = n + 1
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def get_total_image_size(self):
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images = self.images.all()
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size = 0
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for i in images:
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size += i.image.size
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return size
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