Watson for Oncology;
Prostate cancer treatment;
Recommendation;
Concordance;
ESTRO-SIOG GUIDELINES;
BREAST-CANCER;
MANAGEMENT;
DIAGNOSIS;
MEETINGS;
D O I:
10.1007/s00345-020-03214-y
中图分类号:
R5 [内科学];
R69 [泌尿科学(泌尿生殖系疾病)];
学科分类号:
1002 ;
100201 ;
摘要:
Purpose Urological oncologists have difficulty providing optimal personalized care due to rapid alterations in scientific research results, medical advancements, and treatment guidelines. IBM's Watson for Oncology (WFO) is an artificial intelligence clinical decision-support system that assists oncologists with evidence-based treatment recommendations. In the present study, we examined the level of concordance between the treatment recommendations for prostate cancer according to WFO and the actual treatments that the patients received in the department of urology. Methods We enrolled 201 patients who received prostate cancer treatment between January 2018 and June 2018. WFO provided treatment recommendations using clinical data in three categories: recommended, for consideration, and not recommended. These were compared with the actual treatments received by patients. Prostate cancer treatments were considered concordant if the received treatments were included in the "recommended" or "for consideration" categories by WFO. Results The patients' mean age was 71.2 years. There were 60 (29.9%) and 114 (56.7%) patients with an Eastern Cooperative Oncology Group (ECOG) performance score >= 1 and non-organ confined disease (stage III/IV), respectively. The overall prostate cancer treatment concordance rate was 73.6% ("recommended": 53.2%; "for consideration": 20.4%). An ECOG performance score >= 1 and older age (>= 75 years) were significantly associated with discordance (p = 0.001 and p = 0.026, respectively) on multivariate analysis. Conclusion In the present study, the treatment recommendations by WFO and the actual received treatments in the department of urology showed a relatively high concordance rate in prostate cancer patients.
机构:
Ctr Leon Berard, Dept Med Oncol, 28 Rue Laennec, F-69373 Lyon 08, FranceCtr Leon Berard, Dept Med Oncol, 28 Rue Laennec, F-69373 Lyon 08, France
Boyle, H. J.
;
Alibhai, S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hlth Network, Princess Margaret Canc Ctr, Oncol Program, Toronto, ON, CanadaCtr Leon Berard, Dept Med Oncol, 28 Rue Laennec, F-69373 Lyon 08, France
Alibhai, S.
;
Decoster, L.
论文数: 0引用数: 0
h-index: 0
机构:
Vrije Univ Brussel, Dept Med Oncol, UZ Brussel, Brussels, BelgiumCtr Leon Berard, Dept Med Oncol, 28 Rue Laennec, F-69373 Lyon 08, France
Decoster, L.
;
Efstathiou, E.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas Houston, MD Anderson Canc Ctr, Dept Genitourinary Med Oncol, 1515 Holcombe Blvd, Houston, TX 77030 USACtr Leon Berard, Dept Med Oncol, 28 Rue Laennec, F-69373 Lyon 08, France
Efstathiou, E.
;
Fizazi, K.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Paris Sud, Dept Genitourinary Med Oncol, Gustave Roussy, Villejuif, FranceCtr Leon Berard, Dept Med Oncol, 28 Rue Laennec, F-69373 Lyon 08, France
Fizazi, K.
;
Mottet, N.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hosp, Urol Dept, St Etienne, FranceCtr Leon Berard, Dept Med Oncol, 28 Rue Laennec, F-69373 Lyon 08, France
Mottet, N.
;
Oudard, S.
论文数: 0引用数: 0
h-index: 0
机构:
Georges Pompidou Hosp, Dept Oncol, Paris, FranceCtr Leon Berard, Dept Med Oncol, 28 Rue Laennec, F-69373 Lyon 08, France
Oudard, S.
;
Payne, H.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Coll London Hosp, Dept Urooncol, London, EnglandCtr Leon Berard, Dept Med Oncol, 28 Rue Laennec, F-69373 Lyon 08, France
Payne, H.
;
Prentice, M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Coll London Hosp, Dept Urooncol, London, EnglandCtr Leon Berard, Dept Med Oncol, 28 Rue Laennec, F-69373 Lyon 08, France
Prentice, M.
;
Puts, M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, Lawrence S Bloomberg Fac Nursing, Toronto, ON, CanadaCtr Leon Berard, Dept Med Oncol, 28 Rue Laennec, F-69373 Lyon 08, France
Puts, M.
;
Aapro, M.
论文数: 0引用数: 0
h-index: 0
机构:
Clin Genolier, Multidisplinary Oncol Inst, Genolier, SwitzerlandCtr Leon Berard, Dept Med Oncol, 28 Rue Laennec, F-69373 Lyon 08, France
Aapro, M.
;
Droz, J-P
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Leon Berard, Dept Med Oncol, 28 Rue Laennec, F-69373 Lyon 08, France
Claude Bernard Lyon 1 Univ, Lyon, FranceCtr Leon Berard, Dept Med Oncol, 28 Rue Laennec, F-69373 Lyon 08, France
机构:
Gachon Univ, Dept Gastroenterol, Gil Med Ctr, Incheon, South KoreaGachon Univ, Dept Gastroenterol, Gil Med Ctr, Incheon, South Korea
Choi, Youn I.
;
Chung, Jun-won
论文数: 0引用数: 0
h-index: 0
机构:
Gachon Univ, Dept Gastroenterol, Gil Med Ctr, Incheon, South KoreaGachon Univ, Dept Gastroenterol, Gil Med Ctr, Incheon, South Korea
Chung, Jun-won
;
论文数: 引用数:
h-index:
机构:
Kim, Kyoung Oh
;
Kwon, Kwang An
论文数: 0引用数: 0
h-index: 0
机构:
Gachon Univ, Dept Gastroenterol, Gil Med Ctr, Incheon, South KoreaGachon Univ, Dept Gastroenterol, Gil Med Ctr, Incheon, South Korea
Kwon, Kwang An
;
Kim, Yoon Jae
论文数: 0引用数: 0
h-index: 0
机构:
Gachon Univ, Dept Gastroenterol, Gil Med Ctr, Incheon, South KoreaGachon Univ, Dept Gastroenterol, Gil Med Ctr, Incheon, South Korea
Kim, Yoon Jae
;
Park, Dong Kyun
论文数: 0引用数: 0
h-index: 0
机构:
Gachon Univ, Dept Gastroenterol, Gil Med Ctr, Incheon, South KoreaGachon Univ, Dept Gastroenterol, Gil Med Ctr, Incheon, South Korea
Park, Dong Kyun
;
Ahn, Sung Min
论文数: 0引用数: 0
h-index: 0
机构:
Gachon Univ, Dept Oncol, Gil Med Ctr, Incheon, South KoreaGachon Univ, Dept Gastroenterol, Gil Med Ctr, Incheon, South Korea
Ahn, Sung Min
;
Park, So Hyun
论文数: 0引用数: 0
h-index: 0
机构:
Gachon Univ, Dept Oncol, Gil Med Ctr, Incheon, South KoreaGachon Univ, Dept Gastroenterol, Gil Med Ctr, Incheon, South Korea
Park, So Hyun
;
Sym, Sun Jin
论文数: 0引用数: 0
h-index: 0
机构:
Gachon Univ, Dept Oncol, Gil Med Ctr, Incheon, South KoreaGachon Univ, Dept Gastroenterol, Gil Med Ctr, Incheon, South Korea
Sym, Sun Jin
;
Shin, Dong Bok
论文数: 0引用数: 0
h-index: 0
机构:
Gachon Univ, Dept Oncol, Gil Med Ctr, Incheon, South KoreaGachon Univ, Dept Gastroenterol, Gil Med Ctr, Incheon, South Korea
Shin, Dong Bok
;
Kim, Young Saing
论文数: 0引用数: 0
h-index: 0
机构:
Gachon Univ, Dept Oncol, Gil Med Ctr, Incheon, South KoreaGachon Univ, Dept Gastroenterol, Gil Med Ctr, Incheon, South Korea
Kim, Young Saing
;
Sung, Ki Hoon
论文数: 0引用数: 0
h-index: 0
机构:
Gachon Univ, Dept Radiat Oncol, Gil Med Ctr, Incheon, South KoreaGachon Univ, Dept Gastroenterol, Gil Med Ctr, Incheon, South Korea
Sung, Ki Hoon
;
论文数: 引用数:
h-index:
机构:
Baek, Jeong-Heum
;
Lee, Uhn
论文数: 0引用数: 0
h-index: 0
机构:
Gachon Univ, Gil Med Ctr, Dept Neurosurg, Incheon, South Korea
Gachon Univ, Gil Med Ctr, AI Based Precis Med, Incheon, South KoreaGachon Univ, Dept Gastroenterol, Gil Med Ctr, Incheon, South Korea
机构:
Royal Liverpool & Broadgreen Hosp NHS Trust, Liverpool, Merseyside, EnglandRoyal Liverpool & Broadgreen Hosp NHS Trust, Liverpool, Merseyside, England
Cornford, Philip
;
论文数: 引用数:
h-index:
机构:
Bellmunt, Joaquim
;
Bolla, Michel
论文数: 0引用数: 0
h-index: 0
机构:
CHU Grenoble, Dept Radiat Therapy, Grenoble, FranceRoyal Liverpool & Broadgreen Hosp NHS Trust, Liverpool, Merseyside, England
Bolla, Michel
;
Briers, Erik
论文数: 0引用数: 0
h-index: 0
机构:Royal Liverpool & Broadgreen Hosp NHS Trust, Liverpool, Merseyside, England
Briers, Erik
;
De Santis, Maria
论文数: 0引用数: 0
h-index: 0
机构:
Univ Warwick, Canc Res Ctr, Coventry, W Midlands, EnglandRoyal Liverpool & Broadgreen Hosp NHS Trust, Liverpool, Merseyside, England
De Santis, Maria
;
Gross, Tobias
论文数: 0引用数: 0
h-index: 0
机构:
Univ Bern, Inselspital, Dept Urol, Bern, SwitzerlandRoyal Liverpool & Broadgreen Hosp NHS Trust, Liverpool, Merseyside, England
Gross, Tobias
;
Henry, Ann M.
论文数: 0引用数: 0
h-index: 0
机构:
St James Univ Hosp, Leeds Canc Ctr, Leeds, W Yorkshire, EnglandRoyal Liverpool & Broadgreen Hosp NHS Trust, Liverpool, Merseyside, England
Henry, Ann M.
;
Joniau, Steven
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hosp Leuven, Dept Urol, Leuven, BelgiumRoyal Liverpool & Broadgreen Hosp NHS Trust, Liverpool, Merseyside, England
Joniau, Steven
;
Lam, Thomas B.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Aberdeen, Acad Urol Unit, Aberdeen, Scotland
Aberdeen Royal Infirm, Dept Urol, Aberdeen, ScotlandRoyal Liverpool & Broadgreen Hosp NHS Trust, Liverpool, Merseyside, England
Lam, Thomas B.
;
Mason, Malcolm D.
论文数: 0引用数: 0
h-index: 0
机构:
Velindre Hosp, Cardiff, S Glam, WalesRoyal Liverpool & Broadgreen Hosp NHS Trust, Liverpool, Merseyside, England
Mason, Malcolm D.
;
van der Poel, Henk G.
论文数: 0引用数: 0
h-index: 0
机构:
Netherlands Canc Inst, Dept Urol, Amsterdam, NetherlandsRoyal Liverpool & Broadgreen Hosp NHS Trust, Liverpool, Merseyside, England
van der Poel, Henk G.
;
van der Kwast, Theo H.
论文数: 0引用数: 0
h-index: 0
机构:
Erasmus MC, Dept Pathol, Rotterdam, NetherlandsRoyal Liverpool & Broadgreen Hosp NHS Trust, Liverpool, Merseyside, England
van der Kwast, Theo H.
;
Rouviere, Olivier
论文数: 0引用数: 0
h-index: 0
机构:
Hop Edouard Herriot, Hosp Civils Lyon, Dept Radiol, Lyon, FranceRoyal Liverpool & Broadgreen Hosp NHS Trust, Liverpool, Merseyside, England
Rouviere, Olivier
;
Wiegel, Thomas
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hosp Ulm, Dept Radiat Oncol, Ulm, GermanyRoyal Liverpool & Broadgreen Hosp NHS Trust, Liverpool, Merseyside, England
Wiegel, Thomas
;
Mottet, Nicolas
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hosp, Dept Urol, St Etienne, FranceRoyal Liverpool & Broadgreen Hosp NHS Trust, Liverpool, Merseyside, England
机构:
Brighton & Sussex Med Sch, Canc Res UK Psychosocial Oncol Grp, Falmer BN1 9QG, EnglandBrighton & Sussex Med Sch, Canc Res UK Psychosocial Oncol Grp, Falmer BN1 9QG, England
Fleissig, Anne
;
Jenkins, Valerie
论文数: 0引用数: 0
h-index: 0
机构:
Brighton & Sussex Med Sch, Canc Res UK Psychosocial Oncol Grp, Falmer BN1 9QG, EnglandBrighton & Sussex Med Sch, Canc Res UK Psychosocial Oncol Grp, Falmer BN1 9QG, England
Jenkins, Valerie
;
Catt, Susan
论文数: 0引用数: 0
h-index: 0
机构:
Brighton & Sussex Med Sch, Canc Res UK Psychosocial Oncol Grp, Falmer BN1 9QG, EnglandBrighton & Sussex Med Sch, Canc Res UK Psychosocial Oncol Grp, Falmer BN1 9QG, England
Catt, Susan
;
Fallowfield, Lesley
论文数: 0引用数: 0
h-index: 0
机构:
Brighton & Sussex Med Sch, Canc Res UK Psychosocial Oncol Grp, Falmer BN1 9QG, EnglandBrighton & Sussex Med Sch, Canc Res UK Psychosocial Oncol Grp, Falmer BN1 9QG, England
机构:
Ctr Leon Berard, Dept Med Oncol, 28 Rue Laennec, F-69373 Lyon 08, FranceCtr Leon Berard, Dept Med Oncol, 28 Rue Laennec, F-69373 Lyon 08, France
Boyle, H. J.
;
Alibhai, S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hlth Network, Princess Margaret Canc Ctr, Oncol Program, Toronto, ON, CanadaCtr Leon Berard, Dept Med Oncol, 28 Rue Laennec, F-69373 Lyon 08, France
Alibhai, S.
;
Decoster, L.
论文数: 0引用数: 0
h-index: 0
机构:
Vrije Univ Brussel, Dept Med Oncol, UZ Brussel, Brussels, BelgiumCtr Leon Berard, Dept Med Oncol, 28 Rue Laennec, F-69373 Lyon 08, France
Decoster, L.
;
Efstathiou, E.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas Houston, MD Anderson Canc Ctr, Dept Genitourinary Med Oncol, 1515 Holcombe Blvd, Houston, TX 77030 USACtr Leon Berard, Dept Med Oncol, 28 Rue Laennec, F-69373 Lyon 08, France
Efstathiou, E.
;
Fizazi, K.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Paris Sud, Dept Genitourinary Med Oncol, Gustave Roussy, Villejuif, FranceCtr Leon Berard, Dept Med Oncol, 28 Rue Laennec, F-69373 Lyon 08, France
Fizazi, K.
;
Mottet, N.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hosp, Urol Dept, St Etienne, FranceCtr Leon Berard, Dept Med Oncol, 28 Rue Laennec, F-69373 Lyon 08, France
Mottet, N.
;
Oudard, S.
论文数: 0引用数: 0
h-index: 0
机构:
Georges Pompidou Hosp, Dept Oncol, Paris, FranceCtr Leon Berard, Dept Med Oncol, 28 Rue Laennec, F-69373 Lyon 08, France
Oudard, S.
;
Payne, H.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Coll London Hosp, Dept Urooncol, London, EnglandCtr Leon Berard, Dept Med Oncol, 28 Rue Laennec, F-69373 Lyon 08, France
Payne, H.
;
Prentice, M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Coll London Hosp, Dept Urooncol, London, EnglandCtr Leon Berard, Dept Med Oncol, 28 Rue Laennec, F-69373 Lyon 08, France
Prentice, M.
;
Puts, M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, Lawrence S Bloomberg Fac Nursing, Toronto, ON, CanadaCtr Leon Berard, Dept Med Oncol, 28 Rue Laennec, F-69373 Lyon 08, France
Puts, M.
;
Aapro, M.
论文数: 0引用数: 0
h-index: 0
机构:
Clin Genolier, Multidisplinary Oncol Inst, Genolier, SwitzerlandCtr Leon Berard, Dept Med Oncol, 28 Rue Laennec, F-69373 Lyon 08, France
Aapro, M.
;
Droz, J-P
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Leon Berard, Dept Med Oncol, 28 Rue Laennec, F-69373 Lyon 08, France
Claude Bernard Lyon 1 Univ, Lyon, FranceCtr Leon Berard, Dept Med Oncol, 28 Rue Laennec, F-69373 Lyon 08, France
机构:
Gachon Univ, Dept Gastroenterol, Gil Med Ctr, Incheon, South KoreaGachon Univ, Dept Gastroenterol, Gil Med Ctr, Incheon, South Korea
Choi, Youn I.
;
Chung, Jun-won
论文数: 0引用数: 0
h-index: 0
机构:
Gachon Univ, Dept Gastroenterol, Gil Med Ctr, Incheon, South KoreaGachon Univ, Dept Gastroenterol, Gil Med Ctr, Incheon, South Korea
Chung, Jun-won
;
论文数: 引用数:
h-index:
机构:
Kim, Kyoung Oh
;
Kwon, Kwang An
论文数: 0引用数: 0
h-index: 0
机构:
Gachon Univ, Dept Gastroenterol, Gil Med Ctr, Incheon, South KoreaGachon Univ, Dept Gastroenterol, Gil Med Ctr, Incheon, South Korea
Kwon, Kwang An
;
Kim, Yoon Jae
论文数: 0引用数: 0
h-index: 0
机构:
Gachon Univ, Dept Gastroenterol, Gil Med Ctr, Incheon, South KoreaGachon Univ, Dept Gastroenterol, Gil Med Ctr, Incheon, South Korea
Kim, Yoon Jae
;
Park, Dong Kyun
论文数: 0引用数: 0
h-index: 0
机构:
Gachon Univ, Dept Gastroenterol, Gil Med Ctr, Incheon, South KoreaGachon Univ, Dept Gastroenterol, Gil Med Ctr, Incheon, South Korea
Park, Dong Kyun
;
Ahn, Sung Min
论文数: 0引用数: 0
h-index: 0
机构:
Gachon Univ, Dept Oncol, Gil Med Ctr, Incheon, South KoreaGachon Univ, Dept Gastroenterol, Gil Med Ctr, Incheon, South Korea
Ahn, Sung Min
;
Park, So Hyun
论文数: 0引用数: 0
h-index: 0
机构:
Gachon Univ, Dept Oncol, Gil Med Ctr, Incheon, South KoreaGachon Univ, Dept Gastroenterol, Gil Med Ctr, Incheon, South Korea
Park, So Hyun
;
Sym, Sun Jin
论文数: 0引用数: 0
h-index: 0
机构:
Gachon Univ, Dept Oncol, Gil Med Ctr, Incheon, South KoreaGachon Univ, Dept Gastroenterol, Gil Med Ctr, Incheon, South Korea
Sym, Sun Jin
;
Shin, Dong Bok
论文数: 0引用数: 0
h-index: 0
机构:
Gachon Univ, Dept Oncol, Gil Med Ctr, Incheon, South KoreaGachon Univ, Dept Gastroenterol, Gil Med Ctr, Incheon, South Korea
Shin, Dong Bok
;
Kim, Young Saing
论文数: 0引用数: 0
h-index: 0
机构:
Gachon Univ, Dept Oncol, Gil Med Ctr, Incheon, South KoreaGachon Univ, Dept Gastroenterol, Gil Med Ctr, Incheon, South Korea
Kim, Young Saing
;
Sung, Ki Hoon
论文数: 0引用数: 0
h-index: 0
机构:
Gachon Univ, Dept Radiat Oncol, Gil Med Ctr, Incheon, South KoreaGachon Univ, Dept Gastroenterol, Gil Med Ctr, Incheon, South Korea
Sung, Ki Hoon
;
论文数: 引用数:
h-index:
机构:
Baek, Jeong-Heum
;
Lee, Uhn
论文数: 0引用数: 0
h-index: 0
机构:
Gachon Univ, Gil Med Ctr, Dept Neurosurg, Incheon, South Korea
Gachon Univ, Gil Med Ctr, AI Based Precis Med, Incheon, South KoreaGachon Univ, Dept Gastroenterol, Gil Med Ctr, Incheon, South Korea
机构:
Royal Liverpool & Broadgreen Hosp NHS Trust, Liverpool, Merseyside, EnglandRoyal Liverpool & Broadgreen Hosp NHS Trust, Liverpool, Merseyside, England
Cornford, Philip
;
论文数: 引用数:
h-index:
机构:
Bellmunt, Joaquim
;
Bolla, Michel
论文数: 0引用数: 0
h-index: 0
机构:
CHU Grenoble, Dept Radiat Therapy, Grenoble, FranceRoyal Liverpool & Broadgreen Hosp NHS Trust, Liverpool, Merseyside, England
Bolla, Michel
;
Briers, Erik
论文数: 0引用数: 0
h-index: 0
机构:Royal Liverpool & Broadgreen Hosp NHS Trust, Liverpool, Merseyside, England
Briers, Erik
;
De Santis, Maria
论文数: 0引用数: 0
h-index: 0
机构:
Univ Warwick, Canc Res Ctr, Coventry, W Midlands, EnglandRoyal Liverpool & Broadgreen Hosp NHS Trust, Liverpool, Merseyside, England
De Santis, Maria
;
Gross, Tobias
论文数: 0引用数: 0
h-index: 0
机构:
Univ Bern, Inselspital, Dept Urol, Bern, SwitzerlandRoyal Liverpool & Broadgreen Hosp NHS Trust, Liverpool, Merseyside, England
Gross, Tobias
;
Henry, Ann M.
论文数: 0引用数: 0
h-index: 0
机构:
St James Univ Hosp, Leeds Canc Ctr, Leeds, W Yorkshire, EnglandRoyal Liverpool & Broadgreen Hosp NHS Trust, Liverpool, Merseyside, England
Henry, Ann M.
;
Joniau, Steven
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hosp Leuven, Dept Urol, Leuven, BelgiumRoyal Liverpool & Broadgreen Hosp NHS Trust, Liverpool, Merseyside, England
Joniau, Steven
;
Lam, Thomas B.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Aberdeen, Acad Urol Unit, Aberdeen, Scotland
Aberdeen Royal Infirm, Dept Urol, Aberdeen, ScotlandRoyal Liverpool & Broadgreen Hosp NHS Trust, Liverpool, Merseyside, England
Lam, Thomas B.
;
Mason, Malcolm D.
论文数: 0引用数: 0
h-index: 0
机构:
Velindre Hosp, Cardiff, S Glam, WalesRoyal Liverpool & Broadgreen Hosp NHS Trust, Liverpool, Merseyside, England
Mason, Malcolm D.
;
van der Poel, Henk G.
论文数: 0引用数: 0
h-index: 0
机构:
Netherlands Canc Inst, Dept Urol, Amsterdam, NetherlandsRoyal Liverpool & Broadgreen Hosp NHS Trust, Liverpool, Merseyside, England
van der Poel, Henk G.
;
van der Kwast, Theo H.
论文数: 0引用数: 0
h-index: 0
机构:
Erasmus MC, Dept Pathol, Rotterdam, NetherlandsRoyal Liverpool & Broadgreen Hosp NHS Trust, Liverpool, Merseyside, England
van der Kwast, Theo H.
;
Rouviere, Olivier
论文数: 0引用数: 0
h-index: 0
机构:
Hop Edouard Herriot, Hosp Civils Lyon, Dept Radiol, Lyon, FranceRoyal Liverpool & Broadgreen Hosp NHS Trust, Liverpool, Merseyside, England
Rouviere, Olivier
;
Wiegel, Thomas
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hosp Ulm, Dept Radiat Oncol, Ulm, GermanyRoyal Liverpool & Broadgreen Hosp NHS Trust, Liverpool, Merseyside, England
Wiegel, Thomas
;
Mottet, Nicolas
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hosp, Dept Urol, St Etienne, FranceRoyal Liverpool & Broadgreen Hosp NHS Trust, Liverpool, Merseyside, England
机构:
Brighton & Sussex Med Sch, Canc Res UK Psychosocial Oncol Grp, Falmer BN1 9QG, EnglandBrighton & Sussex Med Sch, Canc Res UK Psychosocial Oncol Grp, Falmer BN1 9QG, England
Fleissig, Anne
;
Jenkins, Valerie
论文数: 0引用数: 0
h-index: 0
机构:
Brighton & Sussex Med Sch, Canc Res UK Psychosocial Oncol Grp, Falmer BN1 9QG, EnglandBrighton & Sussex Med Sch, Canc Res UK Psychosocial Oncol Grp, Falmer BN1 9QG, England
Jenkins, Valerie
;
Catt, Susan
论文数: 0引用数: 0
h-index: 0
机构:
Brighton & Sussex Med Sch, Canc Res UK Psychosocial Oncol Grp, Falmer BN1 9QG, EnglandBrighton & Sussex Med Sch, Canc Res UK Psychosocial Oncol Grp, Falmer BN1 9QG, England
Catt, Susan
;
Fallowfield, Lesley
论文数: 0引用数: 0
h-index: 0
机构:
Brighton & Sussex Med Sch, Canc Res UK Psychosocial Oncol Grp, Falmer BN1 9QG, EnglandBrighton & Sussex Med Sch, Canc Res UK Psychosocial Oncol Grp, Falmer BN1 9QG, England