[030aeb]: / dosma / msk / knee.py

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"""
Command line interface declaration for knee-related analyses
@author: Arjun Desai
(C) Stanford University, 2019
"""
import logging
import uuid
from dosma.core.quant_vals import QuantitativeValueType as QV
from dosma.defaults import preferences
from dosma.tissues import FemoralCartilage, Meniscus, PatellarCartilage, TibialCartilage
KNEE_KEY = "knee"
MEDIAL_TO_LATERAL_KEY = "ml"
TISSUES_KEY = "tissues"
LOAD_KEY = "load"
SAVE_KEY = "save"
PID_KEY = "pid"
SUPPORTED_TISSUES = [FemoralCartilage, Meniscus, TibialCartilage, PatellarCartilage]
SUPPORTED_QUANTITATIVE_VALUES = [QV.T2, QV.T1_RHO, QV.T2_STAR]
_logger = logging.getLogger(__name__)
def knee_parser(base_parser):
"""Parse command line input related to knee
:param base_parser: the base parser to add knee subcommand to
"""
parser_tissue = base_parser.add_parser(
KNEE_KEY, help="calculate/analyze quantitative data for knee"
)
parser_tissue.add_argument(
"--%s" % MEDIAL_TO_LATERAL_KEY,
action="store_const",
const=True,
default=False,
help="defines slices in sagittal direction going from medial -> lateral",
)
parser_tissue.add_argument(
"--%s" % PID_KEY, nargs="?", default=str(uuid.uuid4()), help="specify pid"
)
for tissue in SUPPORTED_TISSUES:
parser_tissue.add_argument(
"--%s" % tissue.STR_ID,
action="store_const",
default=False,
const=True,
help="analyze %s" % tissue.FULL_NAME,
)
qvs_dict = {}
for qv in SUPPORTED_QUANTITATIVE_VALUES:
qv_name = qv.name.lower()
qvs_dict[qv_name] = qv
parser_tissue.add_argument(
"--%s" % qv_name,
action="store_const",
const=True,
default=False,
help="quantify %s" % qv_name,
)
parser_tissue.set_defaults(func=handle_knee)
def handle_knee(vargin):
"""Handle parsing command-line input for knee subcommand
:param vargin:
:return:
"""
tissues = vargin[TISSUES_KEY]
load_path = vargin[LOAD_KEY]
medial_to_lateral = vargin[MEDIAL_TO_LATERAL_KEY]
pid = vargin[PID_KEY]
if tissues is None or len(tissues) == 0:
_logger.info("Computing for all supported knee tissues...")
tissues = []
for t in SUPPORTED_TISSUES:
tissues.append(t())
# Get all supported quantitative values
qvs = []
for qv in SUPPORTED_QUANTITATIVE_VALUES:
if vargin[qv.name.lower()]:
qvs.append(qv)
if len(qvs) == 0:
_logger.info("Computing for all supported quantitative values...")
qvs = SUPPORTED_QUANTITATIVE_VALUES
for tissue in tissues:
tissue.pid = pid
tissue.medial_to_lateral = medial_to_lateral
tissue.load_data(load_path)
_logger.info("")
_logger.info("==" * 40)
_logger.info(tissue.FULL_NAME)
_logger.info("==" * 40)
for qv in qvs:
# load file
_logger.info("Analyzing %s" % qv.name.lower())
tissue.calc_quant_vals()
for tissue in tissues:
tissue.save_data(vargin[SAVE_KEY], data_format=preferences.image_data_format)
return tissues