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mapVBVD.m
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mapVBVD.m
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function twix_obj = mapVBVD(filename,varargin)
% Reads Siemens raw .dat file from VB/VD MRI raw data.
% requires twix_map_obj.m & read_twix_hdr.m
%
%
% Author: Philipp Ehses ([email protected])
%
%
% Philipp Ehses 11.02.07, original version
% [..]
% Philipp Ehses 22.03.11, port to VD11
% Felix Breuer 31.03.11, added support for noise & ref scans, speed fixes
% Philipp Ehses 19.08.11, complete reorganization of code, added
% siemens_data_obj class to improve readability
% Wolf Blecher 15.05.12, readout of slice position parameters for VB Data sets
% Wolf Blecher 11.06.12, added distinction between PATREF and PATREF PHASCOR
% Philipp Ehses 02.08.12, again massive code reorganization. The new class
% twix_map_obj.m now stores the memory position of
% each dataset (coils are included - size: NCol*NCha)
% The actual data is not read until it is demanded
% by a "data_obj()" call. This makes it possible
% to selectively read in only parts of the data
% (e.g. to preserve memory).
% Philipp Ehses 27.08.12, speed optimizations (avoiding of .-subsref calls)
% 07.09.12 Thanks to Stephen Yutzy for implementing support for raw data
% correction (currently only supported for VB software version).
% 15.01.13 Thanks to Zhitao Li for proper handling of SYNCDATA.
% Philipp Ehses 28.08.13, added support for VD13 multi-raid files
% Michael V??lker May-Aug 15 * Better error tolerance with incomplete files.
% * Swapped out parsing loop into a separate function
% without access to twix object (no thousands of subsref calls).
% * For parsing, use an as-minimalistic-as-possible loop
% to gather all mdhs in binary form. They are all stored
% in one array "mdh_blob".
% * Translation of mdhs from binary to struct is vectorized
% and almost instant. It's done in evalMDH(), replacing
% evalMDHvb() and evalMDHvd(), no more freads inside!
% * vectorized readMDH(), quasi-instant
% * When parsing, actually read the entire file without jumps.
% This is weirdly faster than fseek(), plus the entire file is
% kept in the file system cache, if possible. Next read
% is therefore faster, too.
% * => Parsing speed improved by factor 3...7 or so
% * Speed increase for reading data, esp. when slicing,
% os-removal or reflected lines. Also for random acquisitions.
% Jonas Bause 18.11.16, receiver phase for ramp-sampling fixed, now takes into account
% Chris Mirkes & PE offcenter shifts in readout direction
% H.-L. Lee 06.04.23, extract PMU data to twix_obj.PMUdata for XA2* & XA3* systems.
% store both raw and interpolated waveforms.
%
% Input:
%
% filename or simply meas. id, e.g. mapVBVD(122) (if file is in same path)
% optional arguments (see below)
%
% Output: twix_obj structure with elements (if available):
% .image: image scan
% .noise: for noise scan
% .phasecor: phase correction scan
% .phasestab: phase stabilization scan
% .phasestabRef0: phase stab. ref. (MDH_REFPHASESTABSCAN && !MDH_PHASESTABSCAN)
% .phasestabRef1: phase stab. ref. (MDH_REFPHASESTABSCAN && MDH_PHASESTABSCAN)
% .refscan: parallel imaging reference scan
% .refscanPC: phase correction scan for reference data
% .refscanPS: phase stabilization scan for reference data
% .refscanPSRef0: phase stab. ref scan for reference data
% .refscanPSRef1: phase stab. ref scan for reference data
% .RTfeedback: realtime feedback data
% .vop: vop rf data
%
%
% The raw data can be obtained by calling e.g. twix_obj.image() or for
% squeezed data twix_obj.image{''} (the '' are needed due to a limitation
% of matlab's overloading capabilities).
% Slicing is supported as well, e.g. twix_obj.image(:,:,1,:) will return
% only the first line of the full data set (all later dimensions are
% squeezed into one). Thus, slicing of the "memory-mapped" data objects
% works exactly the same as regular matlab array slicing - with one
% exception:
% The keyword 'end' is not supported.
% Overloading of the '()' and '{}' operators works by overloading matlab's
% built-in 'subsref' function. Matlab calls subsref whenever the operators
% '()', '{}', or '.' are called. In the latter case, the overloaded subsref
% just calls the built-in subsref function since we don't want to change
% the behaviour for '.'-calls. However, this has one minor consequence:
% There's no way (afaik) to know whether the original call was terminated
% with a semicolon. Thus, a call to e.g. twix_obj.image.NLin will produce
% no output with or without semicolon termination. 'a = twix_obj.image.NLin'
% will however produce the expected result.
%
%
% Order of raw data:
% 1) Columns
% 2) Channels/Coils
% 3) Lines
% 4) Partitions
% 5) Slices
% 6) Averages
% 7) (Cardiac-) Phases
% 8) Contrasts/Echoes
% 9) Measurements
% 10) Sets
% 11) Segments
% 12) Ida
% 13) Idb
% 14) Idc
% 15) Idd
% 16) Ide
%
%
% Optional parameters/flags:
%
% removeOS: removes oversampling (factor 2) in read direction
% doAverage: performs average (resulting avg-dim has thus size 1)
% ignoreSeg: ignores segment mdh index (works basically the same as
% the average flag)
% rampSampRegrid optional on-the-fly regridding of ramp-sampled readout
% doRawDataCorrect: enables raw data correction if used in the acquisition
% (only works for VB atm)
%
% These flags can also be set/unset later, e.g "twix_obj.image.flagRemoveOS = 1"
%
%
% Examples:
% twix_obj = mapVBVD(measID);
%
% % return all image-data:
% image_data = twix_obj.image();
% % return all image-data with all singular dimensions removed/squeezed:
% image_data = twix_obj.image{''}; % '' necessary due to a matlab limitation
% % return only data for line numbers 1 and 5; all dims higher than 4 are
% % grouped into dim 5):
% image_data = twix_obj.image(:,:,[1 5],:,:);
% % return only data for coil channels 2 to 6; all dims higher than 4 are
% % grouped into dim 5); but work with the squeezed data order
% % => use '{}' instead of '()':
% image_data = twix_obj.image{:,2:6,:,:,:};
%
% So basically it works like regular matlab array slicing (but 'end' is
% not supported; note that there are still a few bugs with array slicing).
%
% % NEW: unsorted raw data (in acq. order):
% image_data = twix_obj.image.unsorted(); % no slicing supported atm
%
%
% Suppress silly editor warnings in the entire file, barking about
% unused variables:
%#ok<*NASGU>
if ~exist('filename','var') || isempty(filename)
info = 'Please select binary file to read';
[fname,pathname]=uigetfile('*.dat',info);
if isempty(pathname)
return
end
filename=[pathname fname];
else
if ischar(filename)
% assume that complete path is given
if ~strcmpi(filename(end-3:end),'.dat')
filename=[filename '.dat']; %% adds filetype ending to file
end
else
% filename not a string, so assume that it is the MeasID
measID = filename;
filelist = dir('*.dat');
filesfound = 0;
for k=1:numel(filelist)
if regexp(filelist(k).name,['^meas_MID0*' num2str(measID) '_.*\.dat'])==1
if filesfound == 0
filename = filelist(k).name;
end
filesfound = filesfound+1;
end
end
if filesfound == 0
error(['File with meas. id ' num2str(measID) ' not found.']);
elseif filesfound > 1
disp(['Multiple files with meas. id ' num2str(measID) ' found. Choosing first occurence.']);
end
end
end
% add absolute path, when no path is given
[pathstr, name, ext] = fileparts(filename);
if isempty(pathstr)
pathstr = pwd;
filename = fullfile(pathstr, [name ext]);
end
%%%%% Parse varargin %%%%%
arg.bReadImaScan = true;
arg.bReadNoiseScan = true;
arg.bReadPCScan = true;
arg.bReadRefScan = true;
arg.bReadRefPCScan = true;
arg.bReadRTfeedback = true;
arg.bReadPhaseStab = true;
arg.bReadHeader = true;
k=1;
while k <= numel(varargin)
if ~ischar(varargin{k})
error('string expected');
end
switch lower(varargin{k})
case {'readheader','readhdr','header','hdr'}
if numel(varargin) > k && ~ischar(varargin{k+1})
arg.bReadHeader = logical(varargin{k+1});
k = k+2;
else
arg.bReadHeader = true;
k = k+1;
end
case {'removeos','rmos'}
if numel(varargin) > k && ~ischar(varargin{k+1})
arg.removeOS = logical(varargin{k+1});
k = k+2;
else
arg.removeOS = true;
k = k+1;
end
case {'doaverage','doave','ave','average'}
if numel(varargin) > k && ~ischar(varargin{k+1})
arg.doAverage = logical(varargin{k+1});
k = k+2;
else
arg.doAverage = true;
k = k+1;
end
case {'averagereps','averagerepetitions'}
if numel(varargin) > k && ~ischar(varargin{k+1})
arg.averageReps = logical(varargin{k+1});
k = k+2;
else
arg.averageReps = true;
k = k+1;
end
case {'averagesets'}
if numel(varargin) > k && ~ischar(varargin{k+1})
arg.averageSets = logical(varargin{k+1});
k = k+2;
else
arg.averageSets = true;
k = k+1;
end
case {'ignseg','ignsegments','ignoreseg','ignoresegments'}
if numel(varargin) > k && ~ischar(varargin{k+1})
arg.ignoreSeg = logical(varargin{k+1});
k = k+2;
else
arg.ignoreSeg = true;
k = k+1;
end
case {'rampsampregrid','regrid'}
if numel(varargin) > k && ~ischar(varargin{k+1})
arg.rampSampRegrid = logical(varargin{k+1});
k = k+2;
else
arg.rampSampRegrid = true;
k = k+1;
end
case {'rawdatacorrect','dorawdatacorrect'}
if numel(varargin) > k && ~ischar(varargin{k+1})
arg.doRawDataCorrect = logical(varargin{k+1});
k = k+2;
else
arg.doRawDataCorrect = true;
k = k+1;
end
otherwise
error('Argument not recognized.');
end
end
clear varargin
%%%%%%%%%%%%%%%%%%%%%%%%%%
tic;
fid = fopen(filename, 'r', 'ieee-le');
% get file size
fseek(fid,0,'eof');
fileSize = ftell(fid);
% start of actual measurement data (sans header)
fseek(fid,0,'bof');
firstInt = fread(fid, 1, 'uint32');
secondInt = fread(fid, 1, 'uint32');
% lazy software version check (VB or VD?)
if and(firstInt < 10000, secondInt <= 64)
version = 'vd';
disp('Software version: VD (!?)');
% number of different scans in file stored in 2nd in
NScans = secondInt;
measID = fread(fid,1,'uint32');
fileID = fread(fid,1,'uint32');
measOffset = cell(1, NScans);
measLength = cell(1, NScans);
for k=1:NScans
measOffset{k} = fread(fid,1,'uint64');
measLength{k} = fread(fid,1,'uint64');
fseek(fid, 152 - 16, 'cof');
end
else
% in VB versions, the first 4 bytes indicate the beginning of the
% raw data part of the file
version = 'vb';
disp('Software version: VB (!?)');
measOffset{1} = 0;
measLength{1} = fileSize;
NScans = 1; % VB does not support multiple scans in one file
end
%SRY read data correction factors
% do this for all VB datasets, so that the factors are available later
% in the image_obj if the user chooses to set the correction flag
if (strcmp(version, 'vb')) % not implemented/tested for vd, yet
datStart = measOffset{1} + firstInt;
frewind(fid);
while ( (ftell(fid) < datStart) && ~exist('rawfactors', 'var'))
line = fgetl(fid);
%find the section of the protocol
%note: the factors are also available in <ParamArray."CoilSelects">
%along with element name and FFT scale, but the parsing is
%significantly more difficult
if (~isempty(strfind(line, '<ParamArray."axRawDataCorrectionFactor">')))
while (ftell(fid) < datStart)
line = fgetl(fid);
%find the line with correction factors
%the factors are on the first line that begins with this
%pattern
if (~isempty(strfind(line, '{ { { ')))
line = strrep(line, '} { } ', '0.0');
line = strrep(line, '{', '');
line = strrep(line, '}', '');
rawfactors = textscan(line, '%f');
rawfactors = rawfactors{1}; %textscan returns a 1x1 cell array
% this does not work in this location because the MDHs
% have not been parsed yet
% if (length(rawfactors) ~= 2*max(image_obj.NCha))
% error('Number of raw factors (%f) does not equal channel count (%d)', length(rawfactors)/2, image_obj.NCha);
% end;
if (mod(length(rawfactors),2) ~= 0)
error('Error reading rawfactors');
end;
%note the transpose, this makes the vector
%multiplication during the read easier
arg.rawDataCorrectionFactors = rawfactors(1:2:end).' + 1i*rawfactors(2:2:end).';
break;
end
end
end
end
disp('Read raw data correction factors');
end
% data will be read in two steps (two while loops):
% 1) reading all MDHs to find maximum line no., partition no.,... for
% ima, ref,... scan
% 2) reading the data
tic;
twix_obj = cell(1,NScans);
for s=1:NScans
cPos = measOffset{s};
fseek(fid,cPos,'bof');
hdr_len = fread(fid, 1,'uint32');
% read header and calculate regridding (optional)
rstraj = [];
isInplacePATref = false;
if arg.bReadHeader
[twix_obj{s}.hdr, rstraj] = read_twix_hdr(fid);
if isfield(twix_obj{s}.hdr.MeasYaps, 'sPat')
isInplacePATref = str2double(twix_obj{s}.hdr.MeasYaps.sPat.ucRefScanMode(end))==2;
end
end
% declare data objects:
twix_obj{s}.image = twix_map_obj(arg,'image',filename,version,rstraj);
twix_obj{s}.noise = twix_map_obj(arg,'noise',filename,version);
twix_obj{s}.phasecor = twix_map_obj(arg,'phasecor',filename,version,rstraj);
twix_obj{s}.phasestab = twix_map_obj(arg,'phasestab',filename,version,rstraj);
twix_obj{s}.phasestabRef0 = twix_map_obj(arg,'phasestab_ref0',filename,version,rstraj);
twix_obj{s}.phasestabRef1 = twix_map_obj(arg,'phasestab_ref1',filename,version,rstraj);
twix_obj{s}.refscan = twix_map_obj(arg,'refscan',filename,version,rstraj);
twix_obj{s}.refscanPC = twix_map_obj(arg,'refscan_phasecor',filename,version,rstraj);
twix_obj{s}.refscanPS = twix_map_obj(arg,'refscan_phasestab',filename,version,rstraj);
twix_obj{s}.refscanPSRef0 = twix_map_obj(arg,'refscan_phasestab_ref0',filename,version,rstraj);
twix_obj{s}.refscanPSRef1 = twix_map_obj(arg,'refscan_phasestab_ref1',filename,version,rstraj);
twix_obj{s}.RTfeedback = twix_map_obj(arg,'rtfeedback',filename,version,rstraj);
twix_obj{s}.vop = twix_map_obj(arg,'vop',filename,version); % tx-array rf pulses
% print reader version information
if s==1
fprintf('Reader version: %d', twix_obj{s}.image.readerVersion);
isOctave = exist('OCTAVE_VERSION', 'builtin') ~= 0;
if isOctave
date_str = ctime(twix_obj{s}.image.readerVersion);
date_str = date_str(1:end-1);
else
date_str = datetime(twix_obj{s}.image.readerVersion, 'ConvertFrom','posixtime');
end
fprintf(' (UTC: %s)\n', char(date_str));
end
% jump to first mdh
cPos = cPos + hdr_len;
fseek( fid, cPos, 'bof' );
% find all mdhs and save them in binary form, first:
fprintf('Scan %d/%d, read all mdhs:\n', s, NScans )
% H.-L. Lee, add return PMU data
temp = regexp(twix_obj{s}.hdr.Dicom.SoftwareVersions,' ','split');
VerString = temp{end};
[mdh_blob, filePos, isEOF, mdh_syncdata] = loop_mdh_read( fid, version, NScans, s, measOffset{s}, measLength{s}, VerString); % uint8; size: [ byteMDH Nmeas ]
cPos = filePos( end );
filePos( end ) = [];
% get mdhs and masks for each scan, no matter if noise, image, RTfeedback etc:
[mdh, mask] = evalMDH( mdh_blob, version, isInplacePATref); % this is quasi-instant (< 1s) :-)
clear mdh_blob
% Assign mdhs to their respective scans and parse it in the correct twix objects.
%
if arg.bReadImaScan
clear tmpMdh
isCurrScan = logical( mask.MDH_IMASCAN );
for f = fieldnames( mdh ).'
tmpMdh.(f{1}) = mdh.(f{1})( isCurrScan, : );
end
twix_obj{s}.image.readMDH( tmpMdh, filePos(isCurrScan) );
end
if arg.bReadNoiseScan
clear tmpMdh
isCurrScan = logical( mask.MDH_NOISEADJSCAN );
for f = fieldnames( mdh ).'
tmpMdh.(f{1}) = mdh.(f{1})( isCurrScan, : );
end
twix_obj{s}.noise.readMDH( tmpMdh, filePos(isCurrScan) );
end
if arg.bReadRefScan
clear tmpMdh
isCurrScan = ( mask.MDH_PATREFSCAN | mask.MDH_PATREFANDIMASCAN )...
& ~( mask.MDH_PHASCOR | mask.MDH_PHASESTABSCAN | ...
mask.MDH_REFPHASESTABSCAN | ...
mask.MDH_RTFEEDBACK | mask.MDH_HPFEEDBACK);
for f = fieldnames( mdh ).'
tmpMdh.(f{1}) = mdh.(f{1})( isCurrScan, : );
end
twix_obj{s}.refscan.readMDH( tmpMdh, filePos(isCurrScan) );
end
if arg.bReadRTfeedback
clear tmpMdh
isCurrScan = ( mask.MDH_RTFEEDBACK | mask.MDH_HPFEEDBACK ) & ~mask.MDH_VOP;
for f = fieldnames( mdh ).'
tmpMdh.(f{1}) = mdh.(f{1})( isCurrScan, : );
end
twix_obj{s}.RTfeedback.readMDH( tmpMdh, filePos(isCurrScan) );
clear tmpMdh
isCurrScan = ( mask.MDH_RTFEEDBACK & mask.MDH_VOP );
for f = fieldnames( mdh ).'
tmpMdh.(f{1}) = mdh.(f{1})( isCurrScan, : );
end
twix_obj{s}.vop.readMDH( tmpMdh, filePos(isCurrScan) );
end
if arg.bReadPCScan
% logic really correct?
clear tmpMdh
isCurrScan = mask.MDH_PHASCOR & ( ~mask.MDH_PATREFSCAN | mask.MDH_PATREFANDIMASCAN );
for f = fieldnames( mdh ).'
tmpMdh.(f{1}) = mdh.(f{1})( isCurrScan, : );
end
twix_obj{s}.phasecor.readMDH( tmpMdh, filePos(isCurrScan) );
clear tmpMdh
isCurrScan = mask.MDH_PHASCOR & ( mask.MDH_PATREFSCAN | mask.MDH_PATREFANDIMASCAN );
for f = fieldnames( mdh ).'
tmpMdh.(f{1}) = mdh.(f{1})( isCurrScan, : );
end
twix_obj{s}.refscanPC.readMDH( tmpMdh, filePos(isCurrScan) );
end
if arg.bReadPhaseStab
clear tmpMdh
isCurrScan = ( mask.MDH_PHASESTABSCAN & ~mask.MDH_REFPHASESTABSCAN ) ...
& (~mask.MDH_PATREFSCAN | mask.MDH_PATREFANDIMASCAN );
for f = fieldnames( mdh ).'
tmpMdh.(f{1}) = mdh.(f{1})( isCurrScan, : );
end
twix_obj{s}.phasestab.readMDH( tmpMdh, filePos(isCurrScan) );
clear tmpMdh
isCurrScan = ( mask.MDH_PHASESTABSCAN & ~mask.MDH_REFPHASESTABSCAN ) ...
& ( mask.MDH_PATREFSCAN | mask.MDH_PATREFANDIMASCAN );
for f = fieldnames( mdh ).'
tmpMdh.(f{1}) = mdh.(f{1})( isCurrScan, : );
end
twix_obj{s}.refscanPS.readMDH( tmpMdh, filePos(isCurrScan) );
clear tmpMdh
isCurrScan = ( mask.MDH_REFPHASESTABSCAN & ~mask.MDH_PHASESTABSCAN ) ...
& (~mask.MDH_PATREFSCAN | mask.MDH_PATREFANDIMASCAN );
for f = fieldnames( mdh ).'
tmpMdh.(f{1}) = mdh.(f{1})( isCurrScan, : );
end
twix_obj{s}.phasestabRef0.readMDH( tmpMdh, filePos(isCurrScan) );
clear tmpMdh
isCurrScan = ( mask.MDH_REFPHASESTABSCAN & ~mask.MDH_PHASESTABSCAN ) ...
& ( mask.MDH_PATREFSCAN | mask.MDH_PATREFANDIMASCAN );
for f = fieldnames( mdh ).'
tmpMdh.(f{1}) = mdh.(f{1})( isCurrScan, : );
end
twix_obj{s}.refscanPSRef0.readMDH( tmpMdh, filePos(isCurrScan) );
clear tmpMdh
isCurrScan = ( mask.MDH_REFPHASESTABSCAN & mask.MDH_PHASESTABSCAN ) ...
& (~mask.MDH_PATREFSCAN | mask.MDH_PATREFANDIMASCAN );
for f = fieldnames( mdh ).'
tmpMdh.(f{1}) = mdh.(f{1})( isCurrScan, : );
end
twix_obj{s}.phasestabRef1.readMDH( tmpMdh, filePos(isCurrScan) );
clear tmpMdh
isCurrScan = ( mask.MDH_REFPHASESTABSCAN & mask.MDH_PHASESTABSCAN ) ...
& ( mask.MDH_PATREFSCAN | mask.MDH_PATREFANDIMASCAN );
for f = fieldnames( mdh ).'
tmpMdh.(f{1}) = mdh.(f{1})( isCurrScan, : );
end
twix_obj{s}.refscanPSRef1.readMDH( tmpMdh, filePos(isCurrScan) );
end
clear mdh tmpMdh filePos isCurrScan
% H.-L. Lee, extract PMU data from mdh and interpolatethe waveforms to
% match image timestamps
try
PMUdata = evalMDH_syncData( mdh_syncdata, version, twix_obj{s}.image.timestamp);
twix_obj{s}.PMUdata = PMUdata;
catch
fprintf('extract PMU data failed.\n');
end
clear PMUdata mdh_syncdata
for scan = { 'image', 'noise', 'phasecor', 'phasestab', ...
'phasestabRef0', 'phasestabRef1', 'refscan', ...
'refscanPC', 'refscanPS', 'refscanPSRef0', ...
'refscanPSRef1', 'RTfeedback', 'vop' }
f = scan{1};
% remove unused fields
if twix_obj{s}.(f).NAcq == 0
twix_obj{s} = rmfield(twix_obj{s}, f );
else
if isEOF
% recover from read error
twix_obj{s}.(f).tryAndFixLastMdh();
else
twix_obj{s}.(f).clean();
end
end
end
end % NScans loop
if strcmp(version, 'vb')
twix_obj = twix_obj{1};
end
end % of mapVBVD()
function [mdh_blob, filePos, isEOF, mdh_syncdata] = loop_mdh_read( fid, version, Nscans, scan, measOffset, measLength, VerString)
% Goal of this function is to gather all mdhs in the dat file and store them
% in binary form, first. This enables us to evaluate and parse the stuff in
% a MATLAB-friendly (vectorized) way. We also yield a clear separation between
% a lengthy loop and other expressions that are evaluated very few times.
%
% The main challenge is that we never know a priori, where the next mdh is
% and how many there are. So we have to actually evaluate some mdh fields to
% find the next one.
%
% All slow things of the parsing step are found in the while loop.
% => It is the (only) place where micro-optimizations are worthwhile.
%
% The current state is that we are close to sequential disk I/O times.
% More fancy improvements may be possible by using workers through parfeval()
% or threads using a java class (probably faster + no toolbox):
% http://undocumentedmatlab.com/blog/explicit-multi-threading-in-matlab-part1
switch version
case 'vb'
isVD = false;
byteMDH = 128;
case 'vd'
isVD = true;
byteMDH = 184;
szScanHeader = 192; % [bytes]
szChannelHeader = 32; % [bytes]
otherwise
% arbitrary assumptions:
isVD = false;
byteMDH = 128;
warning( [mfilename() ':UnknownVer'], 'Software version "%s" is not supported.', version );
end
cPos = ftell(fid);
n_acq = 0;
allocSize = 4096;
ulDMALength = byteMDH;
isEOF = false;
last_progress = 0;
mdh_blob = zeros( byteMDH, 0, 'uint8' );
szBlob = size( mdh_blob, 2 );
filePos = zeros(0, 1, class(cPos)); % avoid bug in Matlab 2013b: https://scivision.co/matlab-fseek-bug-with-uint64-offset/
% H.-L. Lee, setup for PMU data
if strncmp(VerString,'XA3',3)
syncdata_length = 1632;
elseif strncmp(VerString,'XA2',3)
syncdata_length = 1120;
else
syncdata_length = 0;
end
mdh_syncdata = zeros(syncdata_length,0,'uint8');
fseek(fid,cPos,'bof');
% ======================================
% constants and conditional variables
% ======================================
bit_0 = uint8(2^0);
bit_5 = uint8(2^5);
mdhStart = 1-byteMDH;
u8_000 = zeros( 3, 1, 'uint8'); % for comparison with data_u8(1:3)
% 20 fill bytes in VD (21:40)
evIdx = uint8( 21 + 20*isVD); % 1st byte of evalInfoMask
dmaIdx = uint8((29:32) + 20*isVD); % to correct DMA length using NCol and NCha
if isVD
dmaOff = szScanHeader;
dmaSkip = szChannelHeader;
else
dmaOff = 0;
dmaSkip = byteMDH;
end
% ======================================
isOctave = exist('OCTAVE_VERSION', 'builtin') ~= 0;
if isOctave % octave does not support a cancel button
h = waitbar(0,'','Name', sprintf('Reading Scan ID %d/%d', scan, Nscans));
else
h = waitbar(0,'','Name', sprintf('Reading Scan ID %d/%d', scan, Nscans),...
'CreateCancelBtn',...
'setappdata(gcbf,''canceling'',1)');
setappdata(h,'canceling',0)
end
t0 = tic;
while true
% Read mdh as binary (uint8) and evaluate as little as possible to know...
% ... where the next mdh is (ulDMALength / ushSamplesInScan & ushUsedChannels)
% ... whether it is only for sync (MDH_SYNCDATA)
% ... whether it is the last one (MDH_ACQEND)
% evalMDH() contains the correct and readable code for all mdh entries.
try
% read everything and cut out the mdh
data_u8 = fread( fid, ulDMALength, 'uint8=>uint8' );
data_u8 = data_u8( mdhStart+end : end );
catch exc
warning( [mfilename() ':UnxpctdEOF'], ...
[ '\nAn unexpected read error occurred at this byte offset: %d (%g GiB)\n'...
'Will stop reading now.\n' ...
'=== MATLABs error message ================\n' ...
exc.message ...
'\n=== end of error =========================\n' ...
], cPos, cPos/1024^3 )
isEOF = true;
break
end
if ~isOctave && getappdata(h,'canceling')
break;
end
bitMask = data_u8(evIdx); % the initial 8 bit from evalInfoMask are enough
if isequal( data_u8(1:3), u8_000 ) ... % probably ulDMALength == 0
|| bitand(bitMask, bit_0) % MDH_ACQEND
% ok, look closer if really all *4* bytes are 0:
data_u8(4)= bitget( data_u8(4),1); % ubit24: keep only 1 bit from the 4th byte
ulDMALength = double( typecast( data_u8(1:4), 'uint32' ) );
if ulDMALength == 0 || bitand(bitMask, bit_0)
cPos = cPos + ulDMALength;
% jump to next full 512 bytes
if mod(cPos,512)
cPos = cPos + 512 - mod(cPos,512);
end
break;
end
end
if bitand(bitMask, bit_5) % MDH_SYNCDATA
% H.-L. Lee, store PMU data in mdh_syncdata
temp = data_u8;
temp(4)= bitget( temp(4),1); % ubit24: keep only 1 bit from the 4th byte
SYNCDATALength = double( typecast( temp(1:4), 'uint32' ) );
try
ulDMALength = byteMDH;
data_u8_tail = fread( fid, SYNCDATALength - ulDMALength, 'uint8=>uint8' );
catch
ulDMALength = byteMDH;
end
cPos = cPos + SYNCDATALength;
if SYNCDATALength == syncdata_length
mdh_syncdata(:,end+1) = [data_u8;data_u8_tail];
end
continue
end
% pehses: the pack bit indicates that multiple ADC are packed into one
% DMA, often in EPI scans (controlled by fRTSetReadoutPackaging in IDEA)
% since this code assumes one adc (x NCha) per DMA, we have to correct
% the "DMA length"
% if mdh.ulPackBit
% it seems that the packbit is not always set correctly
NCol_NCha = double( typecast( data_u8(dmaIdx), 'uint16' ) ); % [ushSamplesInScan ushUsedChannels]
ulDMALength = dmaOff + (8*NCol_NCha(1) + dmaSkip) * NCol_NCha(2);
n_acq = n_acq + 1;
% grow arrays in batches
if n_acq > szBlob
mdh_blob( :, end + allocSize ) = 0;
filePos( end + allocSize ) = 0;
szBlob = size( mdh_blob, 2 );
end
mdh_blob(:,n_acq) = data_u8;
filePos( n_acq ) = cPos;
progress = (cPos-measOffset)/measLength;
if progress > last_progress + 0.01
last_progress = progress;
elapsed_time = toc(t0);
time_left = elapsed_time * (1/progress-1);
progress_str = sprintf('%3.0f %% read in %4.0f s;\nestimated time left: %4.0f s', round(100*progress), elapsed_time, time_left);
waitbar(progress, h, progress_str);
end
cPos = cPos + ulDMALength;
end % while true
delete(h);
if isEOF
n_acq = n_acq-1; % ignore the last attempt
end
filePos( n_acq+1 ) = cPos; % save pointer to the next scan
% discard overallocation:
mdh_blob = mdh_blob(:,1:n_acq);
filePos = reshape( filePos(1:n_acq+1), 1, [] ); % row vector
fprintf('%8.1f MB read in %4.0f s\n', measLength/1024^2, round(toc(t0)));
end % of loop_mdh_read()
function [mdh,mask] = evalMDH( mdh_blob, version, isInplacePATref )
% see pkg/MrServers/MrMeasSrv/SeqIF/MDH/mdh.h
% and pkg/MrServers/MrMeasSrv/SeqIF/MDH/MdhProxy.h
if ~isa( mdh_blob, 'uint8' )
error([mfilename() ':NoInt8'], 'mdh data must be a uint8 array!')
end
if version(end) == 'd'
isVD = true;
mdh_blob = mdh_blob([1:20 41:end], :); % remove 20 unnecessary bytes
else
isVD = false;
end
Nmeas = size( mdh_blob, 2 );
mdh.ulPackBit = bitget( mdh_blob(4,:), 2).';
mdh.ulPCI_rx = bitset(bitset(mdh_blob(4,:), 7, 0), 8, 0).'; % keep 6 relevant bits
mdh_blob(4,:) = bitget( mdh_blob(4,:),1); % ubit24: keep only 1 bit from the 4th byte
% unfortunately, typecast works on vectors, only
data_uint32 = typecast( reshape(mdh_blob(1:76,:), [],1), 'uint32' );
data_uint16 = typecast( reshape(mdh_blob(29:end,:),[],1), 'uint16' );
data_single = typecast( reshape(mdh_blob(69:end,:),[],1), 'single' );
data_uint32 = reshape( data_uint32, [], Nmeas ).';
data_uint16 = reshape( data_uint16, [], Nmeas ).';
data_single = reshape( data_single, [], Nmeas ).';
% byte pos.
mdh.ulDMALength = data_uint32(:,1); % 1 : 4
mdh.lMeasUID = data_uint32(:,2); % 5 : 8
mdh.ulScanCounter = data_uint32(:,3); % 9 : 12
mdh.ulTimeStamp = data_uint32(:,4); % 13 : 16
mdh.ulPMUTimeStamp = data_uint32(:,5); % 17 : 20
mdh.aulEvalInfoMask = data_uint32(:,6:7); % 21 : 28
mdh.ushSamplesInScan = data_uint16(:,1); % 29 : 30
mdh.ushUsedChannels = data_uint16(:,2); % 31 : 32
mdh.sLC = data_uint16(:,3:16); % 33 : 60
mdh.sCutOff = data_uint16(:,17:18); % 61 : 64
mdh.ushKSpaceCentreColumn = data_uint16(:,19); % 66 : 66
mdh.ushCoilSelect = data_uint16(:,20); % 67 : 68
mdh.fReadOutOffcentre = data_single(:, 1); % 69 : 72
mdh.ulTimeSinceLastRF = data_uint32(:,19); % 73 : 76
mdh.ushKSpaceCentreLineNo = data_uint16(:,25); % 77 : 78
mdh.ushKSpaceCentrePartitionNo = data_uint16(:,26); % 79 : 80
if isVD
mdh.SlicePos = data_single(:, 4:10); % 81 : 108
mdh.aushIceProgramPara = data_uint16(:,41:64); % 109 : 156
mdh.aushFreePara = data_uint16(:,65:68); % 157 : 164
else
mdh.aushIceProgramPara = data_uint16(:,27:30); % 81 : 88
mdh.aushFreePara = data_uint16(:,31:34); % 89 : 96
mdh.SlicePos = data_single(:, 8:14); % 97 : 124
end
% inlining of evalInfoMask
evalInfoMask1 = mdh.aulEvalInfoMask(:,1);
mask.MDH_ACQEND = min(bitand(evalInfoMask1, 2^0), 1);
mask.MDH_RTFEEDBACK = min(bitand(evalInfoMask1, 2^1), 1);
mask.MDH_HPFEEDBACK = min(bitand(evalInfoMask1, 2^2), 1);
mask.MDH_SYNCDATA = min(bitand(evalInfoMask1, 2^5), 1);
mask.MDH_RAWDATACORRECTION = min(bitand(evalInfoMask1, 2^10),1);
mask.MDH_REFPHASESTABSCAN = min(bitand(evalInfoMask1, 2^14),1);
mask.MDH_PHASESTABSCAN = min(bitand(evalInfoMask1, 2^15),1);
mask.MDH_SIGNREV = min(bitand(evalInfoMask1, 2^17),1);
mask.MDH_PHASCOR = min(bitand(evalInfoMask1, 2^21),1);
mask.MDH_PATREFSCAN = min(bitand(evalInfoMask1, 2^22),1);
mask.MDH_PATREFANDIMASCAN = min(bitand(evalInfoMask1, 2^23),1);
mask.MDH_REFLECT = min(bitand(evalInfoMask1, 2^24),1);
mask.MDH_NOISEADJSCAN = min(bitand(evalInfoMask1, 2^25),1);
mask.MDH_VOP = min(bitand(mdh.aulEvalInfoMask(:,2), 2^(53-32)),1); % was 0 in VD
mask.MDH_IMASCAN = ones( Nmeas, 1, 'uint32' );
noImaScan = ( mask.MDH_ACQEND | mask.MDH_RTFEEDBACK | mask.MDH_HPFEEDBACK ...
| mask.MDH_PHASCOR | mask.MDH_NOISEADJSCAN | mask.MDH_PHASESTABSCAN ...
| mask.MDH_REFPHASESTABSCAN | mask.MDH_SYNCDATA );
if ~isInplacePATref
noImaScan = (noImaScan | (mask.MDH_PATREFSCAN & ~mask.MDH_PATREFANDIMASCAN));
end
mask.MDH_IMASCAN( noImaScan ) = 0;
end % of evalMDH()
% H.-L. Lee, read PMU data and timestamps and store them in the mdh struct
function PMUdata = evalMDH_syncData( mdh_blob, version ,timestamps)
vec = @(x) x(:);
if ~isa( mdh_blob, 'uint8' )
error([mfilename() ':NoInt8'], 'mdh data must be a uint8 array!')
end
if version(end) == 'd'
isVD = true;
mdh_blob = mdh_blob([1:20 41:end], :); % remove 20 unnecessary bytes
else
isVD = false;
end
Nmeas = size( mdh_blob, 2 );
mdh.ulPackBit = bitget( mdh_blob(4,:), 2).';
mdh.ulPCI_rx = bitset(bitset(mdh_blob(4,:), 7, 0), 8, 0).'; % keep 6 relevant bits
mdh_blob(4,:) = bitget( mdh_blob(4,:),1); % ubit24: keep only 1 bit from the 4th byte
% unfortunately, typecast works on vectors only
data_uint32 = typecast( reshape(mdh_blob(1:76,:), [],1), 'uint32' );
data_uint16 = typecast( reshape(mdh_blob(257:end,:),[],1), 'uint16' );
data_uint32 = reshape( data_uint32, [], Nmeas );
data_uint16 = reshape( data_uint16, [], Nmeas );
% byte pos.
mdh.ulDMALength = data_uint32(1,:); % 1 : 4
mdh.ulTimeStamp = data_uint32(4,:).'; % 13 : 16
mdh.EKG.data = [vec(data_uint16(1:2:80,:)) vec(data_uint16(85:2:164,:)) vec(data_uint16(169:2:248,:)) vec(data_uint16(253:2:332,:))];
mdh.PULS.data = vec(data_uint16(337:2:376,:));
mdh.RESP.data = vec(data_uint16(381:2:390,:));
mdh.EXT.data = [vec(data_uint16(395:2:404,:)) vec(data_uint16(409:2:418,:))];
timeStamp40 = interp1(0:40:40*Nmeas-1,double(mdh.ulTimeStamp),1:40*Nmeas,'linear','extrap').';
timeStamp20 = interp1(0:20:20*Nmeas-1,double(mdh.ulTimeStamp),1:20*Nmeas,'linear','extrap').';
timeStamp05 = interp1(0:5:5*Nmeas-1, double(mdh.ulTimeStamp), 1:5*Nmeas,'linear','extrap').';
mdh.EKG.TimeStamp = timeStamp40;
mdh.PULS.TimeStamp = timeStamp20;
mdh.RESP.TimeStamp = timeStamp05;
mdh.EXT.TimeStamp = timeStamp05;
try
mdh.EVNT.data = vec(data_uint16(423:2:502,:));
mdh.EVNT.TimeStamp = timeStamp40;
catch
mdh.EVNT.data = zeros(40,1);
mdh.EVNT.TimeStamp = timeStamp40;
end
PMUdata.raw = mdh;
try
PMUdata.EKG = interp1(mdh.EKG.TimeStamp, double(mdh.EKG.data), double(timestamps),'linear','extrap').';
PMUdata.PULS = interp1(mdh.PULS.TimeStamp,double(mdh.PULS.data),double(timestamps),'linear','extrap');
PMUdata.RESP = interp1(mdh.RESP.TimeStamp,double(mdh.RESP.data),double(timestamps),'linear','extrap');
PMUdata.EXT = interp1(mdh.EXT.TimeStamp, double(mdh.EXT.data), double(timestamps),'linear','extrap').';
PMUdata.EVNT = interp1(mdh.EVNT.TimeStamp,double(mdh.EVNT.data),double(timestamps),'linear','extrap');
catch
PMUdata.EKG = zeros(4,numel(timestamps));
PMUdata.PULS = zeros(1,numel(timestamps));
PMUdata.RESP = zeros(1,numel(timestamps));
PMUdata.EXT = zeros(2,numel(timestamps));
PMUdata.EVNT = zeros(1,numel(timestamps));
fprintf('PMU data interpolation failed.\n');
end
end % of evalMDH_syncData()