Accelerate Segmentation

ART-Plan is an all-in-one solution for AI-based automatic delineation in minutes with the accuracy of clinical experts. Operating autonomously inside your current TPS, ART-Plan simplifies OAR and tumor segmentation with zero clicks to reduce manual tasks by >93%*.

* Doolan PJ et al. Frontiers in Oncology, 2023

Right the First Time

Our models are created with data from multiple leading academic centers, treating patients from diverse populations for a wide range of indications.

Physician Acceptance

All our models have been meticulously and continuously evaluated to ensure each organ and lymph node model is clinically acceptable.

Efficient

Expert-level RT plans in just a few minutes - eliminating manual variability and accelerating planning workflows.

Reduce Manual Tasks by >93%.
Accelerate Segmentation with Zero Clicks.

Segmentation

Key Features

OAR Segmentation

270+ OARs and LNs in minutes
Models for CT/MR/sCT

Brachytherapy Segmentation

MR OARs for brachytherapy
Bladder, rectum, sigmoid colon, small intestine

Tumor Segmentation

MR GBM and Multi-Mets

Fusion

Multi-modality, rigid and DIR
CT, MR, PET, CBCT + ITV from 4DCT

*Note that not all models are available in all markets

Segmentation Models

Structures
Library

OARs - Guidelines: DAHANCA 2020, Eekers et al 2021 (EPTN) and Mir et al 2020 (International consensus).

Brachial_Plex_(L/R), Brain, Brainstem, Cerebellum, Cochlea_(L/R), Common carotid artery (L/R), Esophagus, External carotid artery (L/R), External contours, External jugular vein(L/R), Eyeball_(L/R), Lens_Eye_(L/R), Glottic_Larynx, Internal carotid artery (L/R), Internal jugular vein (L/R), Lacrim_gland_(L/R), Larynx, Lips, Mandible, Mouth, Optic_chiasm, Optic_nerve_(L/R), Parotid_(L/R), Pharynx_Const_muscle, Pituitary_Gland

Spinal_Canal, Spinal_Cord, Submand_Gland_ (L/R), Supraglottic_Larynx, Thyroid_Gland, TM_Joint_(L/R), Trachea

LNs - Guidelines: Grégoire et al 2014,

LN_Neck_IA, LN_Neck_IB_(L/R), LN_Neck_II_(L/R), LN_Neck_III_(L/R), LN_Neck_IVA_(L/R), LN_Neck_IVB_(L/R), LN_Neck_V_(L/R), LN_Neck_VIA, LN_Neck_VIB, LN_Neck_VIIA_(L/R), LN_Neck_VIIB_(L/R)

Includes SBRT lung and Heart substructures 

OARs – Guidelines: Kong 2011 (RTOG), Jabbour et al 2014 (RTOG), UK SABR Consortium 2019, De Rose et al, 2017, Duane et al 2017, Milo et al 2020, Mir et al 2020 

Aorta, Atrium_(L/R), Brachial_Plex_(L/R), Breast_(L/R), Bronchia_(L/R), Bronchial_Tree, Bronchus_(L/R), Cardiac_Aorta, Carina, Cauda Equina, Chestwall_(L/R), Coronary_Sinus, Distal_Circumflex_Coronary, Esophagus, Heart, Humerus_Head_(L/R), Kidney_(L/R), LAD_Coronary, L_Main_Coro_Art, Liver, Lung_(L/R), Pericardium, Proximal_Circumflex_Coronary, Pulmonary_Arter, Ribs 1-12_(L/R), Spinal_Canal, Spinal_Cord, Spleen, Stomach, Supraglottic_Larynx, Thyroid_Gland, Trachea, Vena_Cava_Inf, Vena_Cava_Sup, Ventri_(L/R), Ventri_L_Ant, Ventri_L_Api, Ventri_L_Inf, Ventri_L_Lat, Ventri_L_Sept,  

LNs - ESTRO - LN according to Offersen et al 2015 (ESTRO) 

LN_IMN_(L/R), LN_Interpec_(L/R), LN_Ax_L1_(L/R), LN_Ax_L2_(L/R), LN_Ax_L3_(L/R), LN_Ax_L4_(L/R) 

OARs - Guidelines: Gay et al 2012 (RTOG), Mir et al 2020, CTVN_Prostate as described in Hall et al 2021 

Anal_Canal, Bladder, Bowel_Bag, Cauda Equina, Duodenum, External contours, Femur_Head_(L/R), Illium_(L/R), Large_Bowel, Penile_Bulb, Rectum, Sacrum, Sigmoid_Colon, Small_Bowel, Spinal_Cord, VB_L4, VB_L5 

LNs - Guidelines: Valentini et al 2016 

Ischio_Rectal_Fossae_Val, LN_Iliac_Ext_L_Val, LN_Inguinofem_L_Val, LN_Iliac_Int_L_Val, LN_Obturator_L_Val, Mesorectum_Val, Presacral_Abdo_LN_Val, Presacral_Pelvis_LN_Val, LN_Iliac_Ext_R_Val, LN_Inguinofem_R_Val, LN_Iliac_Int_R_Val, LN_Obturator_R_Val, Sphincter_Complex_Val, LN_Common_Iliac, LN_Lomboaortic 

Regions of Interest 

CTVN_Prostate, Prostate, Seminal_Vesicle 

OAR - Guidelines: Gay et al 2012, Mir et al 2020 

Anal_Canal, Bladder, Bowel_Bag, Cauda Equina, Duodenum, External contours, Femur_Head_(L/R), Ilium_(L/R), Large_Bowel, Rectum, Sacrum, Sigmoid_Colon, Small_Bowel, Spinal_Cord, Vagina, VB_L4, VB_L5,  

LNs - Guidelines: Valentini et al 2016 

LN_Common_Iliac, LN_Iliac_(L/R), LN_Ingui_Gyn_(L/R), LN_Lomboaortic, LN_Presacral, Ischio_Rectal_Fossae_Val, LN_Iliac_Ext_L_Val, LN_Inguinofem_L_Val, LN_Iliac_Int_L_Val, LN_Obturator_L_Val, Mesorectum_Val, Presacral_Abdo_LN_Val, Presacral_Pelvis_LN_Val, LN_Iliac_Ext_R_Val, LN_Inguinofem_R_Val, LN_Iliac_Int_R_Val, LN_Obturator_R_Val, Sphincter_Complex_Val 

Region of Interest 

Parametrium, Utero_Cervix 

OAR - Guideline: Eekers et al 2021 (EPTN) 

Brain, Cerebellum_Ant, Cerebellum_Post, Cochlea_(L/R), Cornea_(L/R), Hippocampus_(L/R), Hypothalamus_(L/R), Lacrim_Gland_(L/R), Lens_Eye(L/R), Medulla_Oblong, Midbrain, Opt_Chiasm, Optic_nerve (L/R), Pituitary_Gland, Pons, Retina_(L/R), Spinal_Cord, VSCC_(L/R) 

OARs - Guideline: Mir et al 2020 

Anal_Canal, Bladder, Bony_Pelvis_(L/R), Femur_Head_(L/R), Penile_Bulb, Rectum, Sacrum, Colon_Sigmoid, Small Bowel 

Regions of Interest  

Prostate, Seminal_Vesicle 

Pelvis OARs - Guideline: Mir et al 2020 

Anal_Canal, Bladder, Femur_Head_(L/R), Penile_Bulb, Rectum, Sigmoid_Colon,  

Abdo OARs - Guideline: Mir et al 2020 

Aorta_Abdomen, Duodenum, Kidney_(L/R), Large_Bowel, Liver, Pancreas, Stomach, Vena Cava_In 

Regions of Interest 

Prostate, Seminal_Vesicle 

OARs - Guidelines: EMBRACE studies, Pötter et al. 2018 (ESTRO) 

Bladder, Rectum, Sigmoid_Colon, Small_bowel 

  • Brain

    Reliable tumor and OAR segmentation for confident planning

  • Brain

    Reliable tumor and OAR segmentation for confident planning

  • Brain

    Reliable tumor and OAR segmentation for confident planning

  • Brain

    Reliable tumor and OAR segmentation for confident planning

  • Head & Neck

    Precise OAR delineation in anatomically complex regions

  • Head & Neck

    Precise OAR delineation in anatomically complex regions

  • Head & Neck

    Precise OAR delineation in anatomically complex regions

  • Head & Neck

    Precise OAR delineation in anatomically complex regions

  • Breast

    Streamlined contouring with consistent adaptive workflows

  • Breast

    Streamlined contouring with consistent adaptive workflows

  • Lung & Thorax

    Robust segmentation supporting reliable planning in motion

  • Lung & Thorax

    Robust segmentation supporting reliable planning in motion

  • Lung & Thorax

    Robust segmentation supporting reliable planning in motion

  • Lung & Thorax

    Robust segmentation supporting reliable planning in motion

  • Male Pelvis

    Automated planning with integrated contouring and adaptation

  • Male Pelvis

    Automated planning with integrated contouring and adaptation

  • Male Pelvis

    Automated planning with integrated contouring and adaptation

  • Male Pelvis

    Automated planning with integrated contouring and adaptation

  • Male Pelvis

    Automated planning with integrated contouring and adaptation

  • Male Pelvis

    Automated planning with integrated contouring and adaptation

  • Female Pelvis

    Efficient OAR segmentation for CT-based pelvic workflows

  • Female Pelvis

    Efficient OAR segmentation for CT-based pelvic workflows

  • Brachytherapy (Female)

    MRI-guided OAR delineation for precise brachytherapy delivery

  • Brachytherapy (Female)

    MRI-guided OAR delineation for precise brachytherapy delivery

Prof. Eric Deutsch
Prof. Eric Deutsch

Chair, Dept Radiation Oncology Gustave Roussy Cancer Campus

With ART-Plan we have seen a 5-to-6-fold reduction of the time required for the delineation of organs at risk.

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