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Attila Marcell Szász

semmelweis university

30H-index
235Paper Count
3.7KCitation Count
Published Papers 66
Publication Date
From Primary Melanoma to Metastatic Evolution: AI-Powered Pathology Integrated with Functional Analysis and Clinical Metadata Improving Treatment Prediction
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IF4.4
err2026-06-17
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errLívia Fülöp; Leticia Szadai; Balazs Szigeti; Lukas Christersson; Henriett Oskolas; Peter Horvatovich; Diana Lashidua Fernandez-Coto; Johan Malm; Elisabet Wieslander; Bo Baldetorp; Sergio Encarnación-Guevara; Attila Marcell Szasz; Istvan Balazs Nemeth; David Fenyö; Jeovanis Gil; György Marko-Varga
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Combining molecular patterns and clinical data for better immune checkpoint inhibitor prediction in metastatic urothelial carcinoma
err2025-11-12
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errM. Váradi; O. Horváth; E. Soós; A. Csizmarik; B. Németh; B. Győrffy; I. Kenessey; H. Reis; F. Koll; C. Oláh; B. Hadaschik; U. Krafft; V. Grünwald; F. Mairinger; M. Wessolly; M. J. Hoffmann; C. M. Grunewald; G. Niegisch; C. L. Cotarelo; A. Maráz; L. Kuthi; A. M. Szász; Z. Herold; M. Posta; B. Bátai; P. Nyirády; T. Szarvas
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Distant metastases of melanoma exhibit varying extent of intrapatient proteogenomic heterogeneity
err2025-09-28
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errBeata Szeitz; Yanick Paco Hagemeijer; Zoltan Gabor Pahi; Zsuzsanna Ujfaludi; Magdalena Kuras; Jimmy Rodriguez; Viktoria Doma; Reka Mohacsi; Magdolna Herold; Zoltan Herold; Zsolt Horvath; Indira Pla; Yutaka Sugihara; Bo Baldetorp; Henrik Lindberg; Henriett Oskolas; Melinda Rezeli; Jeovanis Gil; Roger Appelqvist; Lajos V. Kemeny; Jessica Guedes; Johan Malm; Aniel Sanchez; Imre Miklos Boros; Istvan Balazs Nemeth; Victor Guryev; Tibor Pankotai; Krzysztof Pawłowski; Elisabet Wieslander; Attila Marcell Szasz; David Fenyö; Peter Horvatovich; Jozsef Timar; György Marko-Varga; Lazaro Hiram Betancourt
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A perspective on integrating digital pathology, proteomics, clinical data and AI analytics in cancer research
err2025-07-16
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errJéssica Guedes; Nicole Woldmar; A. Marcell Szasz; Elisabet Wieslander; Krysztof Pawłowski; Peter Horvatovich; Johan Malm; Leticia Szadai; István Balázs Németh; György Marko-Varga; Jeovanis Gil
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The melanoma MEGA-study: Integrating proteogenomics, digital pathology, and AI-analytics for precision oncology
err2025-06-16
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errJessica Guedes; Leticia Szadai; Nicole Woldmar; Ágnes Judit Jánosi; Klára Koroncziová; Blanka Míra Lengyel; Bella Kelemen; Eszter Boltas; Rolland Gyulai; Elisabet Wieslander; Krzysztof Pawłowski; Peter Horvatovich; Lazaro Betancourt; A. Marcell Szasz; Zoltan Vereb; Peter Horvath; Henriett Oskolás; Roger Appelqvist; Johan Malm; Gyorgy Marko-Varga; István Balázs Németh; Jeovanis Gil
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Melanoma Proteomics Unveiled: Harmonizing Diverse Data Sets for Biomarker Discovery and Clinical Insights via MEL-PLOT
err2025-05-05
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errBartha, Aron; Weltz, Boglarka; Betancourt, Lazaro Hiram; Gil, Jeovanis; de Almeida, Natalia Pinto; Bianchini, Giampaolo; Szeitz, Beata; Szadai, Leticia; Pla, Indira; Kemeny, Lajos; Janosi, Agnes Judit; Hong, Runyu; Rajeh, Ahmad; Nogueira, Fabio; Doma, Viktoria; Woldmar, Nicole; Guedes, Jessica; Ujfaludi, Zsuzsanna; Kim, Yonghyo; Szarvas, Tibor; Pahi, Zoltan; Pankotai, Tibor; Szasz, A. Marcell; Sanchez, Aniel; Baldetorp, Bo; Timar, Jozsef; Nemeth, IstvanBalazs; Karpati, Sarolta; Appelqvist, Roger; Domont, Gilberto Barbosa; Pawlowski, Krzysztof; Wieslander, Elisabet; Malm, Johan; Fenyo, David; Horvatovich, Peter; Marko-Varga, Gyorgy; Gyorffy, Balazs
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Comprehensive biobanking strategy with clinical impact at the European Cancer Moonshot Lund Center
err2025-05-01
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errOskolas, Henriett; Nogueira, Fabio C. N.; Domont, Gilberto B.; Yu, Kun-Hsing; Semenov, Yevgeniy R.; Sorger, Peter; Steinfelder, Erik; Corps, Les; Schulz, Lesley; Wieslander, Elisabet; Fenyo, David; Karpati, Sarolta; Hollo, Peter; Kemeny, Lajos, V; Dome, Balazs; Megyesfalvi, Zsolt; Pawlowski, Krzysztof; Nishimura, Toshihide; Kwon, Hojeong; Encarnacion-Guevara, Sergio; Szasz, A. Marcell; Vereb, Zoltan; Gyulai, Rolland; Nemeth, Istvan Balazs; Appelqvist, Roger; Rezeli, Melinda; Baldetorp, Bo; Horvatovich, Peter; Malmstrom, Johan; Pla, Indira; Sanchez, Aniel; Knudsen, Beatrice; Kiss, Andras; Malm, Johan; Marko-Varga, Gyorgy; Gil, Jeovanis
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Machine learning prediction of breast cancer local recurrence localization, and distant metastasis after local recurrences
err2025-02-10
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errKovacs, Kristof Attila; Kerepesi, Csaba; Rapcsak, Dalma; Madaras, Lilla; Nagy, Akos; Takacs, Aniko; Dank, Magdolna; Szentmartoni, Gyongyver; Szasz, Attila Marcell; Kulka, Janina; Tokes, Anna Maria
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Unbiased Drug Target Prediction Reveals Sensitivity to Ferroptosis Inducers, HDAC and RTK Inhibitors in Melanoma Subtypes
err2024-12-25
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errPla, Indira; Szabolcs, Botond L.; Peter, Petra Nikolett; Ujfaludi, Zsuzsanna; Kim, Yonghyo; Horvatovich, Peter; Sanchez, Aniel; Pawlowski, Krzysztof; Wieslander, Elisabet; Kuras, Magdalena; Murillo, Jimmy Rodriguez; Guedes, Jessica; Pal, Dorottya M. P.; Ascsillan, Anna A.; Betancourt, Lazaro Hiram; Nemeth, Istvan Balazs; Gil, Jeovanis; de Almeida, Natalia Pinto; Szeitz, Beata; Szadai, Leticia; Doma, Viktoria; Woldmar, Nicole; Bartha, Aron; Pahi, Zoltan; Pankotai, Tibor; Gyorffy, Balazs; Szasz, A. Marcell; Domont, Gilberto; Nogueira, Fabio; Kwon, Ho Jeong; Appelqvist, Roger; Karpati, Sarolta; Fenyo, David; Malm, Johan; Marko-Varga, Gyoergy; Kemeny, Lajos V.
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Mitochondrial dysfunction and immune suppression in BRAF V600E-mutated metastatic melanoma
err2024-07-19
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errde Almeida, Natalia Pinto; Janosi, Agnes Judit; Hong, Runyu; Rajeh, Ahmad; Nogueira, Fabio; Szadai, Leticia; Szeitz, Beata; Parada, Indira Pla; Doma, Viktoria; Woldmar, Nicole; Guedes, Jessica; Ujfaludi, Zsuzsanna; Bartha, Aron; Kim, Yonghyo; Welinder, Charlotte; Baldetorp, Bo; Kemeny, Lajos Vince; Pahi, Zoltan; Wan, Guihong; Nguyen, Nga; Pankotai, Tibor; Gyorffy, Balazs; Pawlowski, Krzysztof; Horvatovich, Peter; Szasz, Attila Marcell; Sanchez, Aniel; Kuras, Magdalena; Murillo, Jimmy Rodriguez; Betancourt, Lazaro; Domont, Gilberto B.; Semenov, Yevgeniy R.; Yu, Kun-Hsing; Kwon, Ho Jeong; Nemeth, Istvan Balazs; Fenyo, David; Wieslander, Elisabet; Marko-Varga, Gyorgy; Gil, Jeovanis
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Predicting immune checkpoint therapy response in three independent metastatic melanoma cohorts
err2024-07-02
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errSzadai, Leticia; Bartha, Aron; Parada, Indira Pla; Lakatos, Alexandra I. T.; Pal, Dorottya M. P.; Lengyel, Anna Sara; de Almeida, Natalia Pinto; Janosi, Agnes Judit; Nogueira, Fabio; Szeitz, Beata; Doma, Viktoria; Woldmar, Nicole; Guedes, Jessica; Ujfaludi, Zsuzsanna; Pahi, Zoltan Gabor; Pankotai, Tibor; Kim, Yonghyo; Gyorffy, Balazs; Baldetorp, Bo; Welinder, Charlotte; Szasz, A. Marcell; Betancourt, Lazaro; Gil, Jeovanis; Appelqvist, Roger; Kwon, Ho Jeong; Karpati, Sarolta; Kuras, Magdalena; Murillo, Jimmy Rodriguez; Nemeth, Istvan Balazs; Malm, Johan; Fenyo, David; Pawlowski, Krzysztof; Horvatovich, Peter; Wieslander, Elisabet; Kemeny, Lajos V.; Domont, Gilberto; Marko-Varga, Gyorgy; Sanchez, Aniel
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Extracellular vesicles promote migration despite BRAF inhibitor treatment in malignant melanoma cells
err2024-05-22
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errNemeth, Afrodite; Banyai, Greta L.; Dobos, Nikolett K.; Kos, Tamas; Gaal, Aniko; Varga, Zoltan; Buzas, Edit I.; Khamari, Delaram; Dank, Magdolna; Takacs, Istvan; Szasz, A. Marcell; Garay, Tamas
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Research autopsy programmes in oncology: shared experience from 14 centres across the world
err2024-03-29
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errGeukens, Tatjana; Maetens, Marion; Hooper, Jody E.; Oesterreich, Steffi; Lee, Adrian, V; Miller, Lori; Atkinson, Jenny M.; Rosenzweig, Margaret; Puhalla, Shannon; Thorne, Heather; Devereux, Lisa; Bowtell, David; Loi, Sherene; Bacon, Eliza R.; Ihle, Kena; Song, Mihae; Rodriguez-Rodriguez, Lorna; Welm, Alana L.; Gauchay, Lisa; Murali, Rajmohan; Chanda, Pharto; Karacay, Ali; Naceur-Lombardelli, Cristina; Bridger, Hayley; Swanton, Charles; Jamal-Hanjani, Mariam; Kollath, Lori; True, Lawrence; Morrissey, Colm; Chambers, Meagan; Chinnaiyan, Arul M.; Wilson, Allecia; Mehra, Rohit; Reichert, Zachery; Carey, Lisa A.; Perou, Charles M.; Kelly, Erin; Maeda, Daichi; Goto, Akiteru; Kulka, Janina; Szekely, Borbala; Szasz, A. Marcell; Tokes, Anna-Maria; van den Bogaert, Wouter; Floris, Giuseppe; Desmedt, Christine
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Predictive Value and Therapeutic Significance of Somatic BRCA Mutation in Solid Tumors
err2024-03-06
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errSzentmartoni, Gyongyver; Muhl, Dorottya; Csanda, Renata; Szasz, Attila Marcell; Herold, Zoltan; Dank, Magdolna
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Comparison of the effectiveness of integrative immunomodulatory treatments and conventional therapies on the survival of selected gastrointestinal cancer patients (vol 13, 20360, 2023)
err2024-01-11
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errKleef, Ralf; Dank, Magdolna; Herold, Magdolna; Agoston, Emese Irma; Lohinszky, Julia; Martinek, Emoke; Herold, Zoltan; Szasz, Attila Marcell
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Histopathological growth patterns and tumor-infiltrating lymphocytes in breast cancer liver metastases
err2023-12-15
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errLeduc, Sophia; De Schepper, Maxim; Richard, Francois; Maetens, Marion; Pabba, Anirudh; Borremans, Kristien; Jaekers, Joris; Latacz, Emily; Zels, Gitte; Bohlok, Ali; Van Baelen, Karen; Nguyen, Ha Linh; Geukens, Tatjana; Dirix, Luc; Larsimont, Denis; Vankerckhove, Sophie; Santos, Eva; Oliveira, Rui Caetano; Dede, Kristof; Kulka, Janina; Borbala, Szekely; Salamon, Ferenc; Madaras, Lilla; Marcell Szasz, A.; Lucidi, Valerio; Meyer, Yannick; Topal, Baki; Verhoef, Cornelis; Engstrand, Jennie; Moro, Carlos Fernandez; Gerling, Marco; Bachir, Imane; Biganzoli, Elia; Donckier, Vincent; Floris, Giuseppe; Vermeulen, Peter; Desmedt, Christine
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Comparison of the effectiveness of integrative immunomodulatory treatments and conventional therapies on the survival of selected gastrointestinal cancer patients
err2023-11-21
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errKleef, Ralf; Dank, Magdolna; Herold, Magdolna; Agoston, Emese Irma; Lohinszky, Julia; Martinek, Emoke; Herold, Zoltan; Szasz, Attila Marcell
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Influence of the duration of type 2 diabetes mellitus on colorectal cancer outcomes
err2023-08-10
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errHerold, Magdolna; Szasz, Attila Marcell; Szentmartoni, Gyongyver; Martinek, Emoke; Madar-Dank, Viktor; Barna, Andras Jozsef; Mohacsi, Reka; Somogyi, Aniko; Dank, Magdolna; Herold, Zoltan
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Prolonged hyperthermic intraperitoneal chemotherapy duration with 90 minutes cisplatin might increase overall survival in gastric cancer patients with peritoneal metastases
err2023-05-14
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errSteinhoff, Heinrich; Acs, Miklos; Blaj, Sebastian; Dank, Magdolna; Herold, Magdolna; Herold, Zoltan; Herzberg, Jonas; Sanchez-Velazquez, Patricia; Strate, Tim; Szasz, Attila Marcell; Piso, Pompiliu
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Inter- and intratumoral proteomics and glycosaminoglycan characterization of ALK rearranged lung adenocarcinoma tissues: a pilot study
err2023-04-17
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errBalbisi, Mirjam; Sugar, Simon; Schlosser, Gitta; Szeitz, Beata; Fillinger, Janos; Moldvay, Judit; Drahos, Laszlo; Szasz, A. Marcell; Toth, Gabor; Turiak, Lilla
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