diff --git a/.gitattributes b/.gitattributes
index 1ef325f1b111266a6b26e0196871bd78baa8c2f3..593b7423627a033388fe41d5086c2d861e18c66e 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -57,3 +57,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
+*.dcm filter=lfs diff=lfs merge=lfs -text
+*.json filter=lfs diff=lfs merge=lfs -text
diff --git a/.idea/.gitignore b/.idea/.gitignore
new file mode 100644
index 0000000000000000000000000000000000000000..13566b81b018ad684f3a35fee301741b2734c8f4
--- /dev/null
+++ b/.idea/.gitignore
@@ -0,0 +1,8 @@
+# Default ignored files
+/shelf/
+/workspace.xml
+# Editor-based HTTP Client requests
+/httpRequests/
+# Datasource local storage ignored files
+/dataSources/
+/dataSources.local.xml
diff --git a/.idea/Test_GJ.iml b/.idea/Test_GJ.iml
new file mode 100644
index 0000000000000000000000000000000000000000..7fd33abab9525f93fc7f38a2dbb547a51691081b
--- /dev/null
+++ b/.idea/Test_GJ.iml
@@ -0,0 +1,8 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<module type="PYTHON_MODULE" version="4">
+  <component name="NewModuleRootManager">
+    <content url="file://$MODULE_DIR$" />
+    <orderEntry type="jdk" jdkName="hugging_face" jdkType="Python SDK" />
+    <orderEntry type="sourceFolder" forTests="false" />
+  </component>
+</module>
\ No newline at end of file
diff --git a/.idea/inspectionProfiles/Project_Default.xml b/.idea/inspectionProfiles/Project_Default.xml
new file mode 100644
index 0000000000000000000000000000000000000000..67f9aaad0d34b28029eff1974a481aa87ad52bc5
--- /dev/null
+++ b/.idea/inspectionProfiles/Project_Default.xml
@@ -0,0 +1,121 @@
+<component name="InspectionProjectProfileManager">
+  <profile version="1.0">
+    <option name="myName" value="Project Default" />
+    <inspection_tool class="PyPackageRequirementsInspection" enabled="true" level="WARNING" enabled_by_default="true">
+      <option name="ignoredPackages">
+        <value>
+          <list size="108">
+            <item index="0" class="java.lang.String" itemvalue="ypy-websocket" />
+            <item index="1" class="java.lang.String" itemvalue="Babel" />
+            <item index="2" class="java.lang.String" itemvalue="scikit-learn" />
+            <item index="3" class="java.lang.String" itemvalue="PyYAML" />
+            <item index="4" class="java.lang.String" itemvalue="jupyter_server_ydoc" />
+            <item index="5" class="java.lang.String" itemvalue="jupyter_server_terminals" />
+            <item index="6" class="java.lang.String" itemvalue="pywin32" />
+            <item index="7" class="java.lang.String" itemvalue="nbclassic" />
+            <item index="8" class="java.lang.String" itemvalue="scs" />
+            <item index="9" class="java.lang.String" itemvalue="hupper" />
+            <item index="10" class="java.lang.String" itemvalue="itkwidgets" />
+            <item index="11" class="java.lang.String" itemvalue="click" />
+            <item index="12" class="java.lang.String" itemvalue="ecos" />
+            <item index="13" class="java.lang.String" itemvalue="nbconvert" />
+            <item index="14" class="java.lang.String" itemvalue="contourpy" />
+            <item index="15" class="java.lang.String" itemvalue="natsort" />
+            <item index="16" class="java.lang.String" itemvalue="imageio" />
+            <item index="17" class="java.lang.String" itemvalue="matplotlib" />
+            <item index="18" class="java.lang.String" itemvalue="osqp" />
+            <item index="19" class="java.lang.String" itemvalue="portpy" />
+            <item index="20" class="java.lang.String" itemvalue="jsonpatch" />
+            <item index="21" class="java.lang.String" itemvalue="idna" />
+            <item index="22" class="java.lang.String" itemvalue="itkwasm" />
+            <item index="23" class="java.lang.String" itemvalue="networkx" />
+            <item index="24" class="java.lang.String" itemvalue="numpy" />
+            <item index="25" class="java.lang.String" itemvalue="wasmer_compiler_cranelift" />
+            <item index="26" class="java.lang.String" itemvalue="PyWavelets" />
+            <item index="27" class="java.lang.String" itemvalue="zipp" />
+            <item index="28" class="java.lang.String" itemvalue="nest-asyncio" />
+            <item index="29" class="java.lang.String" itemvalue="imjoy-jupyter-extension" />
+            <item index="30" class="java.lang.String" itemvalue="qdldl" />
+            <item index="31" class="java.lang.String" itemvalue="aiofiles" />
+            <item index="32" class="java.lang.String" itemvalue="imjoy-jupyterlab-extension" />
+            <item index="33" class="java.lang.String" itemvalue="jsonpointer" />
+            <item index="34" class="java.lang.String" itemvalue="mistune" />
+            <item index="35" class="java.lang.String" itemvalue="pandas" />
+            <item index="36" class="java.lang.String" itemvalue="importlib-resources" />
+            <item index="37" class="java.lang.String" itemvalue="jupyter-ydoc" />
+            <item index="38" class="java.lang.String" itemvalue="multidict" />
+            <item index="39" class="java.lang.String" itemvalue="PIMS" />
+            <item index="40" class="java.lang.String" itemvalue="yarl" />
+            <item index="41" class="java.lang.String" itemvalue="pytz" />
+            <item index="42" class="java.lang.String" itemvalue="visdom" />
+            <item index="43" class="java.lang.String" itemvalue="torchfile" />
+            <item index="44" class="java.lang.String" itemvalue="notebook_shim" />
+            <item index="45" class="java.lang.String" itemvalue="shapely" />
+            <item index="46" class="java.lang.String" itemvalue="pywinpty" />
+            <item index="47" class="java.lang.String" itemvalue="rfc3339-validator" />
+            <item index="48" class="java.lang.String" itemvalue="arrow" />
+            <item index="49" class="java.lang.String" itemvalue="pathvalidate" />
+            <item index="50" class="java.lang.String" itemvalue="python-dateutil" />
+            <item index="51" class="java.lang.String" itemvalue="partd" />
+            <item index="52" class="java.lang.String" itemvalue="cycler" />
+            <item index="53" class="java.lang.String" itemvalue="MarkupSafe" />
+            <item index="54" class="java.lang.String" itemvalue="locket" />
+            <item index="55" class="java.lang.String" itemvalue="tinycss2" />
+            <item index="56" class="java.lang.String" itemvalue="PasteDeploy" />
+            <item index="57" class="java.lang.String" itemvalue="dominate" />
+            <item index="58" class="java.lang.String" itemvalue="frozenlist" />
+            <item index="59" class="java.lang.String" itemvalue="fsspec" />
+            <item index="60" class="java.lang.String" itemvalue="python-json-logger" />
+            <item index="61" class="java.lang.String" itemvalue="pydicom" />
+            <item index="62" class="java.lang.String" itemvalue="anyio" />
+            <item index="63" class="java.lang.String" itemvalue="entrypoints" />
+            <item index="64" class="java.lang.String" itemvalue="imjoy-utils" />
+            <item index="65" class="java.lang.String" itemvalue="pyparsing" />
+            <item index="66" class="java.lang.String" itemvalue="zarr" />
+            <item index="67" class="java.lang.String" itemvalue="plaster" />
+            <item index="68" class="java.lang.String" itemvalue="isoduration" />
+            <item index="69" class="java.lang.String" itemvalue="tifffile" />
+            <item index="70" class="java.lang.String" itemvalue="fqdn" />
+            <item index="71" class="java.lang.String" itemvalue="jupyter_client" />
+            <item index="72" class="java.lang.String" itemvalue="h5py" />
+            <item index="73" class="java.lang.String" itemvalue="imjoy-rpc" />
+            <item index="74" class="java.lang.String" itemvalue="kiwisolver" />
+            <item index="75" class="java.lang.String" itemvalue="numcodecs" />
+            <item index="76" class="java.lang.String" itemvalue="fonttools" />
+            <item index="77" class="java.lang.String" itemvalue="imjoy-elfinder" />
+            <item index="78" class="java.lang.String" itemvalue="dask" />
+            <item index="79" class="java.lang.String" itemvalue="SimpleITK" />
+            <item index="80" class="java.lang.String" itemvalue="scikit-image" />
+            <item index="81" class="java.lang.String" itemvalue="async-timeout" />
+            <item index="82" class="java.lang.String" itemvalue="ngff-zarr" />
+            <item index="83" class="java.lang.String" itemvalue="cloudpickle" />
+            <item index="84" class="java.lang.String" itemvalue="jupyter_core" />
+            <item index="85" class="java.lang.String" itemvalue="wasmer" />
+            <item index="86" class="java.lang.String" itemvalue="clarabel" />
+            <item index="87" class="java.lang.String" itemvalue="importlib-metadata" />
+            <item index="88" class="java.lang.String" itemvalue="Jinja2" />
+            <item index="89" class="java.lang.String" itemvalue="rfc3986-validator" />
+            <item index="90" class="java.lang.String" itemvalue="jupyter-server-proxy-windows" />
+            <item index="91" class="java.lang.String" itemvalue="pyramid-jinja2" />
+            <item index="92" class="java.lang.String" itemvalue="uri-template" />
+            <item index="93" class="java.lang.String" itemvalue="jupyter_server_fileid" />
+            <item index="94" class="java.lang.String" itemvalue="aiosqlite" />
+            <item index="95" class="java.lang.String" itemvalue="tomli" />
+            <item index="96" class="java.lang.String" itemvalue="six" />
+            <item index="97" class="java.lang.String" itemvalue="dask-image" />
+            <item index="98" class="java.lang.String" itemvalue="nbformat" />
+            <item index="99" class="java.lang.String" itemvalue="packaging" />
+            <item index="100" class="java.lang.String" itemvalue="y-py" />
+            <item index="101" class="java.lang.String" itemvalue="fastjsonschema" />
+            <item index="102" class="java.lang.String" itemvalue="fasteners" />
+            <item index="103" class="java.lang.String" itemvalue="pillow" />
+            <item index="104" class="java.lang.String" itemvalue="pyramid" />
+            <item index="105" class="java.lang.String" itemvalue="aiohttp" />
+            <item index="106" class="java.lang.String" itemvalue="aiosignal" />
+            <item index="107" class="java.lang.String" itemvalue="plaster-pastedeploy" />
+          </list>
+        </value>
+      </option>
+    </inspection_tool>
+  </profile>
+</component>
\ No newline at end of file
diff --git a/.idea/inspectionProfiles/profiles_settings.xml b/.idea/inspectionProfiles/profiles_settings.xml
new file mode 100644
index 0000000000000000000000000000000000000000..105ce2da2d6447d11dfe32bfb846c3d5b199fc99
--- /dev/null
+++ b/.idea/inspectionProfiles/profiles_settings.xml
@@ -0,0 +1,6 @@
+<component name="InspectionProjectProfileManager">
+  <settings>
+    <option name="USE_PROJECT_PROFILE" value="false" />
+    <version value="1.0" />
+  </settings>
+</component>
\ No newline at end of file
diff --git a/.idea/misc.xml b/.idea/misc.xml
new file mode 100644
index 0000000000000000000000000000000000000000..3307f83ab62dadac18e5c9945c025e7e1ee7d0aa
--- /dev/null
+++ b/.idea/misc.xml
@@ -0,0 +1,4 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectRootManager" version="2" project-jdk-name="hugging_face" project-jdk-type="Python SDK" />
+</project>
\ No newline at end of file
diff --git a/.idea/modules.xml b/.idea/modules.xml
new file mode 100644
index 0000000000000000000000000000000000000000..fe893fe8dbec1a1052786a1836ad4b4593b51200
--- /dev/null
+++ b/.idea/modules.xml
@@ -0,0 +1,8 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectModuleManager">
+    <modules>
+      <module fileurl="file://$PROJECT_DIR$/.idea/Test_GJ.iml" filepath="$PROJECT_DIR$/.idea/Test_GJ.iml" />
+    </modules>
+  </component>
+</project>
\ No newline at end of file
diff --git a/.idea/vcs.xml b/.idea/vcs.xml
new file mode 100644
index 0000000000000000000000000000000000000000..35eb1ddfbbc029bcab630581847471d7f238ec53
--- /dev/null
+++ b/.idea/vcs.xml
@@ -0,0 +1,6 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="VcsDirectoryMappings">
+    <mapping directory="" vcs="Git" />
+  </component>
+</project>
\ No newline at end of file
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--- /dev/null
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@@ -0,0 +1,3 @@
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new file mode 100644
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--- /dev/null
+++ b/data/Lung_Patient_19/OptimizationVoxels_MetaData.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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new file mode 100644
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--- /dev/null
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@@ -0,0 +1,3 @@
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new file mode 100644
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--- /dev/null
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@@ -0,0 +1,3 @@
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new file mode 100644
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--- /dev/null
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@@ -0,0 +1,3 @@
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diff --git a/data/Lung_Patient_19/rt_dose_echo_imrt.dcm b/data/Lung_Patient_19/rt_dose_echo_imrt.dcm
new file mode 100644
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--- /dev/null
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@@ -0,0 +1,3 @@
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+size 11854790
diff --git a/data/Lung_Patient_19/rt_plan_echo_imrt.dcm b/data/Lung_Patient_19/rt_plan_echo_imrt.dcm
new file mode 100644
index 0000000000000000000000000000000000000000..26389f1fdec0ede36efee2afb71a89700859687d
--- /dev/null
+++ b/data/Lung_Patient_19/rt_plan_echo_imrt.dcm
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b3b54796b9f4cee54dd88d8ee85c2232ee7ee9e1a77edfbe954ea65637951c5d
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diff --git a/data_info.jsonl b/data_info.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8174376547935f29758aa3e74289221b68f54c6b
--- /dev/null
+++ b/data_info.jsonl
@@ -0,0 +1,4 @@
+{"patient_id": "Lung_Patient_16", "ct_data": "data\\Lung_Patient_16\\CT_Data.h5", "ct_metadata": "data\\Lung_Patient_16\\CT_MetaData.json", "structureset_data": "data\\Lung_Patient_16\\StructureSet_Data.h5", "structureset_metadata": "data\\Lung_Patient_16\\StructureSet_MetaData.json", "beam_data_paths": ["data\\Lung_Patient_16\\Beams\\Beam_0_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_10_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_11_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_12_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_13_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_14_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_15_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_16_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_17_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_18_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_19_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_1_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_20_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_21_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_22_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_23_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_24_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_25_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_26_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_27_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_28_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_29_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_2_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_30_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_31_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_32_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_33_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_34_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_35_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_36_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_37_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_38_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_39_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_3_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_40_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_41_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_4_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_5_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_6_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_7_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_8_Data.h5", "data\\Lung_Patient_16\\Beams\\Beam_9_Data.h5"], "beam_metadata_paths": ["data\\Lung_Patient_16\\Beams\\Beam_0_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_10_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_11_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_12_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_13_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_14_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_15_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_16_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_17_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_18_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_19_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_1_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_20_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_21_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_22_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_23_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_24_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_25_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_26_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_27_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_28_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_29_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_2_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_30_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_31_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_32_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_33_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_34_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_35_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_36_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_37_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_38_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_39_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_3_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_40_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_41_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_4_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_5_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_6_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_7_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_8_MetaData.json", "data\\Lung_Patient_16\\Beams\\Beam_9_MetaData.json"], "optimization_voxels_data": "data\\Lung_Patient_16\\OptimizationVoxels_Data.h5", "optimization_voxels_metadata": "data\\Lung_Patient_16\\OptimizationVoxels_MetaData.json", "planner_beams": "data\\Lung_Patient_16\\PlannerBeams.json", "rt_dose_echo_imrt": "data\\Lung_Patient_16\\rt_dose_echo_imrt.dcm", "rt_plan_echo_imrt": "data\\Lung_Patient_16\\rt_plan_echo_imrt.dcm"}
+{"patient_id": "Lung_Patient_17", "ct_data": "data\\Lung_Patient_17\\CT_Data.h5", "ct_metadata": "data\\Lung_Patient_17\\CT_MetaData.json", "structureset_data": "data\\Lung_Patient_17\\StructureSet_Data.h5", "structureset_metadata": "data\\Lung_Patient_17\\StructureSet_MetaData.json", "beam_data_paths": ["data\\Lung_Patient_17\\Beams\\Beam_0_Data.h5", "data\\Lung_Patient_17\\Beams\\Beam_1_Data.h5", "data\\Lung_Patient_17\\Beams\\Beam_2_Data.h5", "data\\Lung_Patient_17\\Beams\\Beam_3_Data.h5", "data\\Lung_Patient_17\\Beams\\Beam_4_Data.h5", "data\\Lung_Patient_17\\Beams\\Beam_5_Data.h5", "data\\Lung_Patient_17\\Beams\\Beam_6_Data.h5"], "beam_metadata_paths": ["data\\Lung_Patient_17\\Beams\\Beam_0_MetaData.json", "data\\Lung_Patient_17\\Beams\\Beam_1_MetaData.json", "data\\Lung_Patient_17\\Beams\\Beam_2_MetaData.json", "data\\Lung_Patient_17\\Beams\\Beam_3_MetaData.json", "data\\Lung_Patient_17\\Beams\\Beam_4_MetaData.json", "data\\Lung_Patient_17\\Beams\\Beam_5_MetaData.json", "data\\Lung_Patient_17\\Beams\\Beam_6_MetaData.json"], "optimization_voxels_data": "data\\Lung_Patient_17\\OptimizationVoxels_Data.h5", "optimization_voxels_metadata": "data\\Lung_Patient_17\\OptimizationVoxels_MetaData.json", "planner_beams": "data\\Lung_Patient_17\\PlannerBeams.json", "rt_dose_echo_imrt": "data\\Lung_Patient_17\\rt_dose_echo_imrt.dcm", "rt_plan_echo_imrt": "data\\Lung_Patient_17\\rt_plan_echo_imrt.dcm"}
+{"patient_id": "Lung_Patient_18", "ct_data": "data\\Lung_Patient_18\\CT_Data.h5", "ct_metadata": "data\\Lung_Patient_18\\CT_MetaData.json", "structureset_data": "data\\Lung_Patient_18\\StructureSet_Data.h5", "structureset_metadata": "data\\Lung_Patient_18\\StructureSet_MetaData.json", "beam_data_paths": ["data\\Lung_Patient_18\\Beams\\Beam_0_Data.h5", "data\\Lung_Patient_18\\Beams\\Beam_1_Data.h5", "data\\Lung_Patient_18\\Beams\\Beam_2_Data.h5", "data\\Lung_Patient_18\\Beams\\Beam_3_Data.h5", "data\\Lung_Patient_18\\Beams\\Beam_4_Data.h5", "data\\Lung_Patient_18\\Beams\\Beam_5_Data.h5"], "beam_metadata_paths": ["data\\Lung_Patient_18\\Beams\\Beam_0_MetaData.json", "data\\Lung_Patient_18\\Beams\\Beam_1_MetaData.json", "data\\Lung_Patient_18\\Beams\\Beam_2_MetaData.json", "data\\Lung_Patient_18\\Beams\\Beam_3_MetaData.json", "data\\Lung_Patient_18\\Beams\\Beam_4_MetaData.json", "data\\Lung_Patient_18\\Beams\\Beam_5_MetaData.json"], "optimization_voxels_data": "data\\Lung_Patient_18\\OptimizationVoxels_Data.h5", "optimization_voxels_metadata": "data\\Lung_Patient_18\\OptimizationVoxels_MetaData.json", "planner_beams": "data\\Lung_Patient_18\\PlannerBeams.json", "rt_dose_echo_imrt": "data\\Lung_Patient_18\\rt_dose_echo_imrt.dcm", "rt_plan_echo_imrt": "data\\Lung_Patient_18\\rt_plan_echo_imrt.dcm"}
+{"patient_id": "Lung_Patient_19", "ct_data": "data\\Lung_Patient_19\\CT_Data.h5", "ct_metadata": "data\\Lung_Patient_19\\CT_MetaData.json", "structureset_data": "data\\Lung_Patient_19\\StructureSet_Data.h5", "structureset_metadata": "data\\Lung_Patient_19\\StructureSet_MetaData.json", "beam_data_paths": ["data\\Lung_Patient_19\\Beams\\Beam_0_Data.h5", "data\\Lung_Patient_19\\Beams\\Beam_1_Data.h5", "data\\Lung_Patient_19\\Beams\\Beam_2_Data.h5", "data\\Lung_Patient_19\\Beams\\Beam_3_Data.h5", "data\\Lung_Patient_19\\Beams\\Beam_4_Data.h5", "data\\Lung_Patient_19\\Beams\\Beam_5_Data.h5"], "beam_metadata_paths": ["data\\Lung_Patient_19\\Beams\\Beam_0_MetaData.json", "data\\Lung_Patient_19\\Beams\\Beam_1_MetaData.json", "data\\Lung_Patient_19\\Beams\\Beam_2_MetaData.json", "data\\Lung_Patient_19\\Beams\\Beam_3_MetaData.json", "data\\Lung_Patient_19\\Beams\\Beam_4_MetaData.json", "data\\Lung_Patient_19\\Beams\\Beam_5_MetaData.json"], "optimization_voxels_data": "data\\Lung_Patient_19\\OptimizationVoxels_Data.h5", "optimization_voxels_metadata": "data\\Lung_Patient_19\\OptimizationVoxels_MetaData.json", "planner_beams": "data\\Lung_Patient_19\\PlannerBeams.json", "rt_dose_echo_imrt": "data\\Lung_Patient_19\\rt_dose_echo_imrt.dcm", "rt_plan_echo_imrt": "data\\Lung_Patient_19\\rt_plan_echo_imrt.dcm"}
diff --git a/dataset.py b/dataset.py
new file mode 100644
index 0000000000000000000000000000000000000000..b630cc980ccfa10584cb76c7463f6bf25a83f387
--- /dev/null
+++ b/dataset.py
@@ -0,0 +1,54 @@
+import os
+import json
+from datasets import DatasetInfo, GeneratorBasedBuilder, SplitGenerator, Split, Value, Features
+
+class TestGJ(GeneratorBasedBuilder):
+    def _info(self):
+        return DatasetInfo(
+            description="PortPy radiotherapy dataset. Each entry corresponds to a patient listed in datainfo.jsonl.",
+            features=Features({
+                "patient_id": Value("string"),
+                "ct_data": Value("string"),
+                "ct_metadata": Value("string"),
+                "structureset_data": Value("string"),
+                "structureset_metadata": Value("string"),
+                "beam_data_paths": Value("string"),  # Semicolon-separated list
+                "beam_metadata_paths": Value("string"),  # Semicolon-separated list
+                "optimization_voxels_data": Value("string"),
+                "optimization_voxels_metadata": Value("string"),
+                "planner_beams": Value("string"),
+                "rt_dose_echo_imrt": Value("string"),
+                "rt_plan_echo_imrt": Value("string")
+            }),
+        )
+
+    def _split_generators(self, dl_manager):
+        return [
+            SplitGenerator(
+                name=Split.TRAIN,
+                gen_kwargs={"data_dir": self.config.data_dir}
+            )
+        ]
+
+    def _generate_examples(self, data_dir):
+        datainfo_path = os.path.join(data_dir, "data_info.jsonl")
+        with open(datainfo_path, "r") as f:
+            lines = f.readlines()
+
+        for idx, line in enumerate(lines):
+            entry = json.loads(line)
+
+            yield idx, {
+                "patient_id": entry["patient_id"],
+                "ct_data": entry["ct_data"].replace("\\", "/"),
+                "ct_metadata": entry["ct_metadata"].replace("\\", "/"),
+                "structureset_data": entry["structureset_data"].replace("\\", "/"),
+                "structureset_metadata": entry["structureset_metadata"].replace("\\", "/"),
+                "beam_data_paths": ";".join(p.replace("\\", "/") for p in entry["beam_data_paths"]),
+                "beam_metadata_paths": ";".join(p.replace("\\", "/") for p in entry["beam_metadata_paths"]),
+                "optimization_voxels_data": entry["optimization_voxels_data"].replace("\\", "/"),
+                "optimization_voxels_metadata": entry["optimization_voxels_metadata"].replace("\\", "/"),
+                "planner_beams": entry["planner_beams"].replace("\\", "/"),
+                "rt_dose_echo_imrt": entry["rt_dose_echo_imrt"].replace("\\", "/"),
+                "rt_plan_echo_imrt": entry["rt_plan_echo_imrt"].replace("\\", "/"),
+            }
\ No newline at end of file