O. Glehen, D. Osinsky, A. Beaujard, and F. Gilly, Natural history of peritoneal carcinomatosis from nongynecologic malignancies, Surgical Oncology Clinics of North America, vol.12, issue.3, pp.729-739, 2003.
DOI : 10.1016/S1055-3207(03)00044-9

B. Sadeghi, C. Arvieux, O. Glehen, A. Beaujard, M. Rivoire et al., Peritoneal carcinomatosis from non-gynecologic malignancies, Cancer, vol.19, issue.2, pp.358-363, 2000.
DOI : 10.2214/ajr.156.6.2028864

URL : http://onlinelibrary.wiley.com/doi/10.1002/(SICI)1097-0142(20000115)88:2<358::AID-CNCR16>3.0.CO;2-O/pdf

I. Chau, Multivariate Prognostic Factor Analysis in Locally Advanced and Metastatic Esophago-Gastric Cancer???Pooled Analysis From Three Multicenter, Randomized, Controlled Trials Using Individual Patient Data, Journal of Clinical Oncology, vol.22, issue.12, pp.2395-2403, 2004.
DOI : 10.1200/JCO.2004.08.154

D. Z. Chu, N. P. Lang, and C. Thompson, Peritioneal carcinomatosis in nongynecologic malignancy. A prospective study of prognostic factors, Cancer, vol.87, issue.2, pp.364-367, 1989.
DOI : 10.1097/00007611-198712000-00007

J. D. Fook, S. Loi, and C. , Seow-Choen F. Peritoneal carcinomatosis from colorectal cancer Br, J. Surg, vol.89, pp.1545-1550, 2002.

P. Sugarbaker, F. Gianola, J. Speyer, R. Wesley, I. Barofsky et al., Prospective, randomized trial of intravenous versus intraperitoneal 5-fluorouracil in patients with advanced primary colon or rectal cancer, Surgery, vol.98, pp.414-422, 1985.

P. H. Sugarbaker, Peritonectomy Procedures, Annals of Surgery, vol.221, issue.1, pp.29-42, 1995.
DOI : 10.1097/00000658-199501000-00004

URL : https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1234492/pdf

O. Glehen, E. Cotte, V. Schreiber, A. Sayag-beaujard, J. Vignal et al., Intraperitoneal chemohyperthermia and attempted cytoreductive surgery in patients with peritoneal carcinomatosis of colorectal origin, British Journal of Surgery, vol.91, issue.6, pp.747-754, 2004.
DOI : 10.1002/bjs.4473

D. Elias, J. Lefevre, C. J. Brouquet, A. Marchal, F. Classe et al., Complete Cytoreductive Surgery Plus Intraperitoneal Chemohyperthermia With Oxaliplatin for Peritoneal Carcinomatosis of Colorectal Origin, Journal of Clinical Oncology, vol.27, issue.5, pp.681-685, 2009.
DOI : 10.1200/JCO.2008.19.7160

URL : https://hal.archives-ouvertes.fr/hal-00378784

O. Glehen, F. N. Gilly, F. Boutitie, J. M. Bereder, F. Quenet et al., Toward curative treatment of peritoneal carcinomatosis from nonovarian origin by cytoreductive surgery combined with perioperative intraperitoneal chemotherapy, Cancer, vol.240, issue.24, pp.5608-5618, 2010.
DOI : 10.1007/978-1-4613-1247-5_23

P. H. Sugarbaker, R. Alderman, G. Edwards, C. E. Marquardt, V. Gushchin et al., Prospective Morbidity and Mortality Assessment of Cytoreductive Surgery Plus Perioperative Intraperitoneal Chemotherapy To Treat Peritoneal Dissemination of Appendiceal Mucinous Malignancy, Annals of Surgical Oncology, vol.106, issue.(Suppl), pp.635-644, 2006.
DOI : 10.1007/978-1-4613-1247-5_26

D. Elias, F. N. Gilly, and O. Glehen, Carcinoses péritonéales d'origine digestive et primitive Paris, p.Arnette, 2008.

D. Elias and J. Ouellet, Intraperitoneal chemohyperthermia: rationale, technique, indications, and results, Surg Oncol Clin N Am, vol.10, issue.4, pp.915-948, 2001.

D. Elias, S. Antoun, B. Raynard, J. M. Puizillout, J. C. Sabourin et al., Traitement des carcinoses p??riton??ales par ex??r??se compl??te et chimiohyperthermie intrap??riton??ale. ??tude de phase I???II permettant de d??finir la meilleure proc??dure technique, Chirurgie, vol.124, issue.4, pp.380-389, 1999.
DOI : 10.1016/S0001-4001(00)80010-0

J. Esquivel, R. Sticca, P. Sugarbaker, E. Levine, T. D. Yan et al., Cytoreductive Surgery and Hyperthermic Intraperitoneal Chemotherapy in the Management of Peritoneal Surface Malignancies of Colonic Origin: A Consensus Statement, Annals of Surgical Oncology, vol.12, issue.1, pp.128-133, 2007.
DOI : 10.1245/s10434-006-9185-7

D. Elias, M. Bonnay, A. Otmany, A. Paci, M. Ducreux et al., Human Pharmacokinetic Study of Heated Intraperitoneal Oxaliplatin in Increasingly Hypotonic Solutions after Complete Resection of Peritoneal Carcinomatosis, Oncology, vol.63, issue.4, pp.346-352, 2002.
DOI : 10.1159/000066229

D. Elias, M. Bonnay, J. Puizillou, S. Antoun, S. Demirdjian et al., Pharmacokinetics of heated intraoperative intraperitoneal oxaliplatin after complete resection of peritoneal carcinomatosis, Surgical Oncology Clinics of North America, vol.12, issue.3, pp.267-272, 2002.
DOI : 10.1016/S1055-3207(03)00051-6

C. Zanon, C. R. Chiappino, and I. , Cytoreductive Surgery and Intraperitoneal Chemohyperthermia for Recurrent Peritoneal Carcinomatosis from Ovarian Cancer, World Journal of Surgery, vol.21, issue.10, pp.1040-1045, 2004.
DOI : 10.1007/s00268-004-7461-x

D. Elias, F. Quenet, and D. Goéré, Current Status and Future Directions in the Treatment of Peritoneal Dissemination from Colorectal Carcinoma, Surgical Oncology Clinics of North America, vol.21, issue.4, 2012.
DOI : 10.1016/j.soc.2012.07.014

M. Faron, R. Macovei, D. Goéré, C. Honoré, L. Benhaim et al., Linear Relationship of Peritoneal Cancer Index and Survival in Patients with Peritoneal Metastases from Colorectal Cancer, Annals of Surgical Oncology, vol.22, issue.1, pp.114-119, 2016.
DOI : 10.1245/s10434-015-4387-5

O. Glehen, F. Mohamed, and F. Gilly, Peritoneal carcinomatosis from digestive tract cancer: new management by cytoreductive surgery and intraperitoneal chemohyperthermia, The Lancet Oncology, vol.5, issue.4, pp.219-228, 2004.
DOI : 10.1016/S1470-2045(04)01425-1

P. Sugarbaker, A. Averbach, P. Jacquet, O. Stuart, and A. Stephens, Hyperthermic intraoperative intreperitoneal chemotherapy (HIIC) with mitomycin C, Surg Technol Int, vol.5, pp.245-249, 1996.

P. Jacquet and P. Sugarbaker, Clinical research methodologies in diagnosis and staging of patients with peritoneal carcinomatosis Peritoneal carcinomatosis: principles of management, pp.359-74, 1996.

P. Sugarbaker, Management of peritoneal surface malignancy, Surgical Oncology Clinics of North America, vol.12, issue.3, pp.576-87, 1999.
DOI : 10.1016/S1055-3207(03)00047-4

Y. Yonemura, E. Canbay, and H. Ishibashi, Prognostic Factors of Peritoneal Metastases from Colorectal Cancer following Cytoreductive Surgery and Perioperative Chemotherapy, The Scientific World Journal, vol.43, issue.2, p.978394, 2013.
DOI : 10.1155/2012/148420

T. Van-oudheusden, H. Braam, M. Luyer, M. Wiezer, B. Van-ramshorst et al., Peritoneal Cancer Patients Not Suitable for Cytoreductive Surgery and HIPEC During Explorative Surgery: Risk Factors, Treatment Options, and Prognosis, Annals of Surgical Oncology, vol.134, issue.1, pp.1236-1278
DOI : 10.1186/1477-7819-11-232

L. Iversen, P. Rasmussen, and S. Laurberg, Value of laparoscopy before cytoreductive surgery and hyperthermic intraperitoneal chemotherapy for peritoneal carcinomatosis, British Journal of Surgery, vol.15, issue.2, pp.285-92, 2013.
DOI : 10.1097/PPO.0b013e3181a58e93

P. Sugarbaker, Intraperitoneal chemotherapy and cytoreductive surgery for the prevention and treatment of peritoneal carcinomatosis and sarcomatosis, Seminars in Surgical Oncology, vol.1, issue.3, pp.254-61, 1998.
DOI : 10.1016/S0039-6060(96)80145-0

A. Gomez-portilla, S. Kusamura, D. Baratti, and M. Deraco, The intraoperative staging systems in the management of peritoneal surface malignancy, Journal of Surgical Oncology, vol.53, issue.4, pp.228-259, 2008.
DOI : 10.1002/jso.21068

D. Elias, F. Gilly, and F. Boutitie, Peritoneal Colorectal Carcinomatosis Treated With Surgery and Perioperative Intraperitoneal Chemotherapy: Retrospective Analysis of 523 Patients From a Multicentric French Study, Journal of Clinical Oncology, vol.28, issue.1, pp.63-71, 2010.
DOI : 10.1200/JCO.2009.23.9285

D. Elias, A. Mariani, A. Cloutier, F. Blot, and D. Goéré, Modified selection criteria for complete cytoreductive surgery plus HIPEC based on peritoneal cancer index and small bowel involvement for peritoneal carcinomatosis of colorectal origin, European Journal of Surgical Oncology (EJSO), vol.40, issue.11, pp.1467-73, 2014.
DOI : 10.1016/j.ejso.2014.06.006

D. Goere, A. Souadka, M. Faron, and A. Cloutier, Extent of colorectal peritoneal carcinomatosis: attempt to define a threshold above which HIPEC does not offer survival benefit: a comparative study, Ann Surg Oncol, issue.9, pp.2958-64, 1922.

D. Elias, A. Souadka, F. Fayard, A. Mauguen, F. Dumont et al., Variation in the peritoneal cancer index scores between surgeons and according to when they are determined (before or after cytoreductive surgery), European Journal of Surgical Oncology (EJSO), vol.38, issue.6, 2012.
DOI : 10.1016/j.ejso.2012.01.001

J. Koh, T. Yan, D. Glenn, and D. Morris, Evaluation of Preoperative Computed Tomography in Estimating Peritoneal Cancer Index in Colorectal Peritoneal Carcinomatosis, Annals of Surgical Oncology, vol.14, issue.2, pp.327-360, 2009.
DOI : 10.1245/s10434-006-9185-7

J. Esquivel, T. Chua, A. Stojadinovic, and J. Melero, Accuracy and clinical relevance of computed tomography scan interpretation of peritoneal cancer index in colorectal cancer peritoneal carcinomatosis: A multi-institutional study, Journal of Surgical Oncology, vol.32, issue.6, pp.565-70, 2010.
DOI : 10.1245/s10434-006-9185-7

C. Dromain, S. Leboulleux, and A. Auperin, Staging of peritoneal carcinomatosis: enhanced CT vs. PET/CT, Abdominal Imaging, vol.181, issue.1, pp.87-93, 2008.
DOI : 10.1007/s00259-004-1577-y

C. Pfannenberg, I. Königsrainer, P. Aschoff, and M. Öksüz, 18F-FDG-PET/CT to Select Patients with Peritoneal Carcinomatosis for Cytoreductive Surgery and Hyperthermic Intraperitoneal Chemotherapy, Annals of Surgical Oncology, vol.174, issue.5, pp.1295-303, 2009.
DOI : 10.2214/ajr.174.4.1741005

E. De-bree, W. Koops, R. Kroger, S. Vanruth, A. Whitkamp et al., Peritoneal carcinomatosis from colorectal or appendiceal origin: Correlation of preoperative CT with intraoperative findings and evaluation of interobserver agreement, Journal of Surgical Oncology, vol.23, issue.2, pp.64-73, 2004.
DOI : 10.1007/BF00199645

E. De-bree, W. Koops, R. Kroger, S. Vanruth, V. Verwaal et al., Preoperative computed tomography and selection of patients with colorectal peritoneal carcinomatosis for cytoreductive surgery and hyperthermic intraperitoneal chemotherapy, European Journal of Surgical Oncology (EJSO), vol.32, issue.1, pp.65-71, 2006.
DOI : 10.1016/j.ejso.2005.09.016

J. Koh, T. Yan, D. Gleen, and D. Morris, Evaluation of Preoperative Computed Tomography in Estimating Peritoneal Cancer Index in Colorectal Peritoneal Carcinomatosis, Annals of Surgical Oncology, vol.14, issue.2
DOI : 10.1245/s10434-006-9185-7

J. Pelz, A. Stojadinovic, A. Nissan, W. Hohenberger, and J. Esquivel, Evaluation of a peritoneal surface disease severity score in patients with colon cancer with peritoneal carcinomatosis, Journal of Surgical Oncology, vol.10, issue.1, pp.9-15, 2009.
DOI : 10.1245/s10434-006-9185-7

T. Chua, D. Morris, and J. Esquivel, Impact of the Peritoneal Surface Disease Severity Score on Survival in Patients with Colorectal Cancer Peritoneal Carcinomatosis Undergoing Complete Cytoreduction and Hyperthermic Intraperitoneal Chemotherapy, Annals of Surgical Oncology, vol.14, issue.5, pp.1330-1336, 2010.
DOI : 10.1245/s10434-009-0866-x

R. Sleightholm, J. Foster, L. Smith, and W. Ceelen, The American Society of Peritoneal Surface Malignancies Multi-Institution evaluation of 1,051 advanced ovarian cancer patients undergoing cytoreductive surgery and HIPEC: An introduction of the peritoneal surface disease severity score, Journal of Surgical Oncology, vol.23, issue.7, pp.779-784, 2016.
DOI : 10.1245/s10434-015-4699-5

W. Yoon, A. Alame, and R. Berri, Peritoneal Surface Disease Severity Score as a predictor of resectability in the treatment of peritoneal surface malignancies, The American Journal of Surgery, vol.207, issue.3, pp.403-410
DOI : 10.1016/j.amjsurg.2013.09.021

P. Maclin, J. Dempsey, J. Brooks, and R. J. , Using neural networks to diagnose cancer, Journal of Medical Systems, vol.25, issue.8, pp.11-20, 1991.
DOI : 10.1148/103.3.503

D. Cicchetti, Neural networks and diagnosis in the clinical laboratory: state of the art, Clin Chem, vol.38, issue.1, pp.9-10, 1992.

R. Simes, Treatment selection for cancer patients: Application of statistical decision theory to the treatment of advanced ovarian cancer, Journal of Chronic Diseases, vol.38, issue.2, pp.171-86, 1985.
DOI : 10.1016/0021-9681(85)90090-6

L. Bocchi, G. Coppini, J. Nori, and G. Valli, Detection of single and clustered microcalcifications in mammograms using fractals models and neural networks, Medical Engineering & Physics, vol.26, issue.4, pp.303-315, 2004.
DOI : 10.1016/j.medengphy.2003.11.009

E. Petricoin and L. Liotta, SELDI-TOF-based serum proteomic pattern diagnostics for early detection of cancer, Current Opinion in Biotechnology, vol.15, issue.1, pp.24-30, 2004.
DOI : 10.1016/j.copbio.2004.01.005

J. Cruz and D. Wishart, Applications of machine learning in cancer prediction and prognosis. Cancer Inform, Feb, vol.11, issue.2, pp.59-77, 2007.

K. Kourou, T. Exarchos, K. Exarchos, M. Karamouzis, and D. Fotiadis, Machine learning applications in cancer prognosis and prediction, Computational and Structural Biotechnology Journal, vol.13, pp.8-17, 2014.
DOI : 10.1016/j.csbj.2014.11.005

URL : https://doi.org/10.1016/j.csbj.2014.11.005